- Nov 2022
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www.edutopia.org www.edutopia.org
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“Our kids have lost so much—family members, connections to friends and teachers, emotional well-being, and for many, financial stability at home,” the article begins, sifting through a now-familiar inventory of devastation, before turning to a problem of a different order. “And of course, they’ve lost some of their academic progress.”
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www.newyorker.com www.newyorker.com
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As one expert reminded, “Bereavement is the No. 1 predictor of poor school outcomes.
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Analysts have labelled this as “learning loss,” and many have blamed school closures and remote instruction in the course of the past two years as the culprit. Essentially, schools serving largely Black and Latino populations were more likely to turn to remote teaching.
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www.cs.ucr.edu www.cs.ucr.edu
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Eamonn Keogh is an assistant professor of Computer Science at the University ofCalifornia, Riverside. His research interests are in Data Mining, Machine Learning andInformation Retrieval. Several of his papers have won best paper awards, includingpapers at SIGKDD and SIGMOD. Dr. Keogh is the recipient of a 5-year NSF CareerAward for “Efficient Discovery of Previously Unknown Patterns and Relationships inMassive Time Series Databases”.
Look into Eamonn Keogh's papers that won "best paper awards"
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www.cisco.com www.cisco.com
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Meta-analysis statistical procedures provide a measure of the difference between two groups thatis expressed in quantitative units that are comparable across studies
The units are only "comparable across studies" if there weren't any mishaps (eg, clinical or methodological heterogeneity). If there's clinical heterogeneity, then we're probably comparing apples to oranges (ie, either participants, interventions, or outcomes are different among studies). If there's methodological heterogeneity, then that means there's a difference in study design
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Quadrants I and II: The average student’s scores on basic skills assessments increase by21 percentiles when engaged in non-interactive, multimodal learning (includes using textwith visuals, text with audio, watching and listening to animations or lectures that effectivelyuse visuals, etc.) in comparison to traditional, single-mode learning. When that situationshifts from non-interactive to interactive, multimedia learning (such as engagement insimulations, modeling, and real-world experiences – most often in collaborative teams orgroups), results are not quite as high, with average gains at 9 percentiles. While notstatistically significant, these results are still positive.
I think this is was Thomas Frank was referring to in his YT video when he said "direct hands-on experience ... is often not the best way to learn something. And more recent cognitive research has confirmed this and shown that for basic concepts a more abstract learning model is actually better."
By "more abstract", I guess he meant what this paper calls "non-interactive". However, even though Frank claims this (which is suggested by the percentile increases shown in Quadrants I & II), no variance is given and the authors even state that, in the case of Q II (looking at percentile increase of interactive multimodal learning compared to interactive unimodal learning), the authors state that "results are not quite as high [as the non-interactive comparison], with average gains at 9 percentiles. While not statistically significant, these results are still positive." (emphasis mine)
Common level of signifcances are \(\alpha =.20,~.10,~.05,~.01\)
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Paper gives surprisingly good overview of models of learning within the cognitive sciences up to 2008. Attempts to dispel myths and summarize the literature on multimodal learning. Link to paper on Semantic Scholar
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Multimodal Learning Through Media:What the Research Says
A white paper written by Metiri Group commissioned by Cisco in 2008. I came here to fact check some claims on this YT video about a "Feynman Technique 2.0".
The claims were that
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direct hands-on experience in unimodal learning is (on average) inferior to multi-modal learning that wasn't hand-on. viz., for "basic concepts", a more abstract learning model is better
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"Once you get into higher-order concepts then hand-on experience is better"
Page 13 was displayed while making these claims.
These claims still need to be verified.
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Scaffolding is the act of providing learners with assistance or support to perform a taskbeyond their own reach if pursued independently when “unassisted.”
Wood, Bruner, & Ross (1976) define scaffolding as what? (Metiri Group, Cisco Sytems, 2008) The act of providing learners with assistance or support to perform a task beyond their own reach if pursued independently when "unassisted."
What term do Wood, Bruner, & Ross (1976) define as "The act of providing learners with assistance or support to perform a task beyond their own reach if pursued independently when 'unassisted.'"? (Metiri Group, Cisco Sytems, 2008) Scaffolding
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Schemas are chunks of multiple individual units of memory that are linked into a system ofunderstanding
How do Bransford, Brown, & Cocking (2000) define schemas? (Metiri Group, Cisco Sytems, 2008) As chunks of multiple individual units of memory that are linked into a system of understanding
What term is defined by Bransford, Brown, & Cocking (2000) to be "chunks of multiple individual units of memory that are linked into a system of understanding"? (Metiri Group, Cisco Sytems, 2008) Schemas.
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Learning is defined to be “storage of automated schema in long-term memory.
How is learning defined by Sweller in 2002? (Metiri Group, Cisco Sytems, 2008) The storage of automated schema in long-term memory
What term does Sweller define as the "storage of automated schema in long-term memory"?
Tags
- meta-analysis
- system
- support
- understanding
- chunks
- to-do
- cognitive psychology
- education
- Thomas Frank
- psychology
- fact-checking
- experience
- long-term
- assistance
- stats
- cognitive
- critiques
- unimodal
- learning
- scaffolding
- hand-on
- multimodal
- research article
- Metiri Group
- Cisco
- memory
- storage
- fact-checking solution
- Anki cards
- performance
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www.researchgate.net www.researchgate.net
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e argue that mutual learningwould benefit sentiment classification since it enriches theinformation required for the training of the sentiment clas-sifier (e.g., when the word “incredible” is used to describe“acting” or “movie”, the polarity should be positive)
By training a topic model that has "similar" weights to the word vector model the sentiment task can also be improved (as per the example "incredible" should be positive when used to describe "acting" or "movie" in this context
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. However, such a framework is not applicablehere since the learned latent topic representations in topicmodels can not be shared directly with word or sentencerepresentations learned in classifiers, due to their differentinherent meanings
Latent word vectors and topic models learn different and entirely unrelated representations
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www.rtqe.net www.rtqe.net
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What sorts of prompts or questions could teachers and learners use on a regular basis, similar to Brian Eno and Peter Schmidt's Oblique Strategies, to improve their learning environments, creativity, and learning outcomes?
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www.exponentialview.co www.exponentialview.co
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“The metaphor is that the machine understands what I’m saying and so I’m going to interpret the machine’s responses in that context.”
Interesting metaphor for why humans are happy to trust outputs from generative models
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shrewdies.com shrewdies.com
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Excel Spreadsheet Permissions on Android
I've been notified of a problem for some Microsoft Excel users on Android. Which affects access to spreadsheets for Shrewd Learning followers, subscribers, and members. So I'm preparing documentation for this.
Shrewd Learning Subscribers can access my progress notes.
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pubs.acs.org pubs.acs.org
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The rapid increase in both the quantity and complexity of data that are being generated daily in the field of environmental science and engineering (ESE) demands accompanied advancement in data analytics. Advanced data analysis approaches, such as machine learning (ML), have become indispensable tools for revealing hidden patterns or deducing correlations for which conventional analytical methods face limitations or challenges. However, ML concepts and practices have not been widely utilized by researchers in ESE. This feature explores the potential of ML to revolutionize data analysis and modeling in the ESE field, and covers the essential knowledge needed for such applications. First, we use five examples to illustrate how ML addresses complex ESE problems. We then summarize four major types of applications of ML in ESE: making predictions; extracting feature importance; detecting anomalies; and discovering new materials or chemicals. Next, we introduce the essential knowledge required and current shortcomings in ML applications in ESE, with a focus on three important but often overlooked components when applying ML: correct model development, proper model interpretation, and sound applicability analysis. Finally, we discuss challenges and future opportunities in the application of ML tools in ESE to highlight the potential of ML in this field.
环境科学与工程(ESE)领域日益增长的数据量和复杂性，伴随着数据分析技术的进步而不断提高。先进的数据分析方法，如机器学习(ML) ，已经成为揭示隐藏模式或推断相关性的不可或缺的工具，而传统的分析方法面临着局限性或挑战。然而，机器学习的概念和实践并没有得到广泛的应用。该特性探索了机器学习在 ESE 领域革新数据分析和建模的潜力，并涵盖了此类应用所需的基本知识。首先，我们使用五个示例来说明 ML 如何处理复杂的 ESE 问题。然后，我们总结了机器学习在 ESE 中的四种主要应用类型: 预测、提取特征重要性、检测异常和发现新材料或化学品。接下来，我们介绍了 ESE 中机器学习应用所需的基本知识和目前存在的缺陷，重点介绍了应用机器学习时三个重要但经常被忽视的组成部分: 正确的模型开发、适当的模型解释和良好的适用性分析。最后，我们讨论了机器学习工具在 ESE 中的应用所面临的挑战和未来的机遇，以突出机器学习在这一领域的潜力。
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www.forbes.com www.forbes.com
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Teachers are actually managing something far more important than test scores. They're managing, massaging, inspiring, reinforcing and jollying along the only thing that helps a kid learn, which is the energy and trust in the classroom. Good teachers do it instinctively and constantly, though it's exhausting and painstaking to do. This is the one thing teachers don't get rewarded for or credit for. They care enough to manage the waves of excitement and wonder and fatigue and frustration in their classrooms. They manage the waves and let the particles take care of themselves.
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nlp.seas.harvard.edu nlp.seas.harvard.edu
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Self-attention, sometimes called intra-attention is an attention mechanism relating different positions of a single sequence in order to compute a representation of the sequence.
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arxiv.org arxiv.org
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"On the Opportunities and Risks of Foundation Models" This is a large report by the Center for Research on Foundation Models at Stanford. They are creating and promoting the use of these models and trying to coin this name for them. They are also simply called large pre-trained models. So take it with a grain of salt, but also it has a lot of information about what they are, why they work so well in some domains and how they are changing the nature of ML research and application.
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supermemo.guru supermemo.guru
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Page with many resources on - Learning - Creativity - Intelligence - Sleep - Education - Memory - Health - Productivity - Myths - SuperMemo - Older texts
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www.cold-takes.com www.cold-takes.com
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https://www.cold-takes.com/learning-by-writing/
Meh... generic process. Nothing broadly new here. The extended example is flawed because it's a broad thesis by a top level aggregator who doesn't have their own expert level experience (seemingly). Better to start from there, but delving more deeply into the primary literature of people who may have that experience.
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delong.typepad.com delong.typepad.com
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Weare on record as holding that unlimited educational opportunity-or, speaking practically, educational opportunity thatis limited only by individual desire, ability, and need-is themost valuable service that society can provide for its members.
This broadly applies to both oral and literate societies.
Desire, ability, and need are all tough measures however... each one losing a portion of the population along the way.
How can we maintain high proportions across all these variables?
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www.scotthyoung.com www.scotthyoung.com
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understanding mental models of learning will make it easier to think about learning problems.
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www.technologyreview.com www.technologyreview.com
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Technology like this, which lets you “talk” to people who’ve died, has been a mainstay of science fiction for decades. It’s an idea that’s been peddled by charlatans and spiritualists for centuries. But now it’s becoming a reality—and an increasingly accessible one, thanks to advances in AI and voice technology.
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www.tandfonline.com www.tandfonline.com
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Applying the self-determination theory (SDT) to explain student engagement in online learning during the COVID-19 pandemic
-I will download the full article in EBSCO
-This article will give me insight into how the self-determination theory helped with student engagement during the online learning they received during covid pandemic.
-rating 7/10
Chiu, T. K. (2022). Applying the self-determination theory (SDT) to explain student engagement in online learning during the COVID-19 pandemic. Journal of Research on Technology in Education, 54(sup1), S14-S30.
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search.informit.org search.informit.org
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Putting transformative learning theory into practice
- I will download the full article through EBSCO.
-This article will provide me with examples of how transformative learning theory can be put into practice in higher education settings and its limitations.
-rating 7/10
Christie, M., Carey, M., Robertson, A., & Grainger, P. (2015). Putting transformative learning theory into practice. Australian journal of adult learning, 55(1), 9-30.
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nsuworks.nova.edu nsuworks.nova.edu
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Experiential Learning Theory as a Guide for Experiential Educators in Higher Education
This article will provide me with an overview of the experiential learning theory and how it can be applied to higher education settings.
-rating 8/10
Kolb, A. Y., & Kolb, D. A. (2017). Experiential learning theory as a guide for experiential educators in higher education. Experiential Learning & Teaching in Higher Education, 1(1), 7-44.
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www.sciencedirect.com www.sciencedirect.com
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How should the higher education workforce adapt to advancements in technology for teaching and learning?
-I will download the full article through EBSCO.
-This article will provide me with insight into how to use technology for teaching and learning in higher education settings.
-rating 8/10
Kukulska-Hulme, A. (2012). How should the higher education workforce adapt to advancements in technology for teaching and learning?. The Internet and Higher Education, 15(4), 247-254.
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www.tandfonline.com www.tandfonline.com
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Peer-to-peer Teaching in Higher Education: A Critical Literature Review
-I will download the full article in EBSCO.
-This article will provide me with information on the popular learning theory of social constructivism and its benefits.
-rating 7/10
Stigmar, M. (2016). Peer-to-peer teaching in higher education: A critical literature review. Mentoring & Tutoring: partnership in learning, 24(2), 124-136.
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www.tandfonline.com www.tandfonline.com
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Technology-enhanced learning and teaching in higher education: what is ‘enhanced’ and how do we know? A critical literature review
-I will download full article in EBSCO.
-This article will give me some insight on what technology- enhanced learning means and how it has been incorporated in higher education settings.
rating 7/10
Kirkwood, A., & Price, L. (2014). Technology-enhanced learning and teaching in higher education: what is ‘enhanced’and how do we know? A critical literature review. Learning, media and technology, 39(1), 6-36.
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- Oct 2022
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stephanango.com stephanango.com
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By becoming a hybrid you can choose how you want to be unique. Countless unique combinations are available to you.
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Being U-shaped requires bravery, because it’s so unusual. U-shaped people tend to be subjected to greater skepticism, because no one else really understands what they alone can see.
Advantage of U-shaped hybrid
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T-shaped. They tend to be natural leaders because they understand how different responsibilities overlap, and how to construct effective teams and processes.
Advantage of T-shaped hybrid
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The U-shaped path means developing skills that are not often found together. Like engineering and dancing, or singing and design.
U-shaped hybrid type of specialization
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The T-shaped hybrid path is one that many curious people follow. You grow your skillset and experience in areas that are adjacent to your dominant expertise. For example engineering and design, or singing and dancing.
T-shaped hybrid type of specialization
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karimjedda.com karimjedda.com
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The first interaction with a programming language should be what it can do for you, rather than an exhaustive glossary of what it is.
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www.youtube.com www.youtube.com
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https://www.youtube.com/watch?v=Mvxbl7Iwep4
Lots of levels here to pull apart, but this should be particularly interesting to novices.
Modes of note taking: * note taking for raw information * note taking (or writing) for understanding * note taking for relationships of and between knowledge * note taking for creating proficiency * note taking for productivity
Sung takes the viewpoint that linear note taking isn't as effective as mind mapping and drawing out relationships; in part this is why handwriting is more effective means of note taking compared to typing, particularly as most note taking apps force one into a linear pathway that doesn't mirror the affordances available within handwriting.
This video is definitely more about note taking than note making.
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www.theverge.com www.theverge.com
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Our job is to make sure we promote this sense of learning — and learning starts with a question, as we like to say. We are the workflow folks, in that we are enabling just-in-time learning when people truly have an issue and want to get unstuck through Stack Overflow.
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heterodoxacademy.org heterodoxacademy.org
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The student-centered mindset has led to a dumbing-down of curricula and a constant pressure on educators to motivate students, rather than a pressure on students to take ownership of their own success and failure.
Categorically disagree with this. I would argue that the student-centered assignments, projects and expectations I challenge my secondary students with exceed the majority of assignments found in any typical scope and sequence. Yes, they have "voice and choice" in much of their work, especially how they demonstrate their evidence of learning, however they are consistently asked to dig deep, to use critical thinking skills in analysis and support of their arguments.
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eduq.info eduq.info
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en 2018 et 2019, Ubisoft a ajouté à chaque jeu un mode éliminant toutes les missions et tous lescombats, appelé « Discovery Tours », dans le but que les professeurs d’Histoire dans les écoles secondairespuissent utiliser ces jeux dans leurs cours.
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Pourtant, cesmêmes chercheurs accordent toute leur attention aux jeux vidéo sérieux qui, ils le reconnaissent eux-mêmes,sont souvent « peu motivants », « amusants » et « divertissants » (c’est-à-dire, offrant un engagement et uneimmersion faibles), contrairement aux jeux vidéo commerciaux ou basés sur le divertissement (Davidson, 2008;Gee, 2008; Granic et coll., 2014; Hamari et Koivisto, 2015).
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si l’onsuppose qu’une part importante de nos étudiants ont une motivation intrinsèque pour jouer aux jeux vidéopendant leur temps libre, il vaut la peine d’étudier si cette même motivation et ce même engagement peuventêtre transférés dans le contexte d’un cours, et si ce type d’expérience peut aboutir à des apprentissagessignificatifs
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si l’onsuppose qu’une part importante de nos étudiants ont une motivation intrinsèque pour jouer aux jeux vidéopendant leur temps libre, il vaut la peine d’étudier si cette même motivation et ce même engagement peuventêtre transférés dans le contexte d’un cours, et si ce type d’expérience peut aboutir à des apprentissagessignificatifs
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notre recherche a pour objectif de mesurer l’impact de ces jeux vidéo sur l’engagement général,l’apprentissage, l’empathie et le raisonnement critique des étudiants dans un cours en Humanities de niveaucégep et dans un cours du programme de techniques d’éducation spécialisée (TES) de niveau cégep,respectivement.
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La volonté d’étudier les jeux vidéo basés sur le divertissement en particulier est motivée par le fait que lesétudiants sont largement plus susceptibles de jouer à ces jeux vidéo en dehors de la salle de classe, précisémentparce qu’ils sont plus populaires, captivants et immersifs, dès leur conception
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les jeux vidéo basés sur le divertissement offrent des expériences similaires aux jeux vidéo sérieux, et qu’il estdonc probable qu’ils mènent à un apprentissage significatif
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générer des résultats d’apprentissage significatif sous la formed’empathie en utilisant un jeu vidéo basé sur le divertissement, Never Alone (Kisima Inŋitchuŋa)(Upper One Games, 2015), dans le cours « Interactions and Cultural Communities » /« Interactions et communautés culturelles » (351-CC1-AS) du programme de Techniquesd’éducation spécialisée
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générer des résultats d’apprentissage significatif sous la forme depensée critique en utilisant un jeu vidéo basé sur le divertissement, Portal (2007), dans le cours« Knowledge » (345-101-MQ) du programme Humanities 101.
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peu de recherches ont été faites sur l’utilisation des jeux vidéo basés sur le divertissement et surleur capacité éventuelle à mener à des résultats d’apprentissage semblables à ceux des jeux vidéo sérieux.
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www.scotthyoung.com www.scotthyoung.com
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pluralistic.net pluralistic.net
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There's no market for a machine-learning autopilot, or content moderation algorithm, or loan officer, if all it does is cough up a recommendation for a human to evaluate. Either that system will work so poorly that it gets thrown away, or it works so well that the inattentive human just button-mashes "OK" every time a dialog box appears.
ML algorithms must work or not work
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Local file Local file
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Sayers, Dorothy L. The Lost Tools of Learning. E. T. Heron, 1948.
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For the sole true end of educationis simply this: to teach men how to learn for themselves; and whateverinstruction fails to do this is effort spent in vain.
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We have lostthe tools of learning—the axe and the wedge, the hammer and the saw, thechisel and the plane—that were so adaptable to all tasks. Instead of them, wehave merely a set of complicated jigs, each of which will do but one task andno more, and in using which eye and hand receive no training, so that no manever sees the work as a whole or “looks to the end of the work.”
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For the tools of learning are the same, in any and everysubject; and the person who knows how to use them will, at any age, get themastery of a new subject in half the time and with a quarter of the effortexpended by the person who has not the tools at his command.
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modern education concentrates onteaching subjects, leaving the method of thinking, arguing, and expressingone’s conclusions to be picked up by the scholar as he goes along;
Compared to classical education, modern education concentrates on teaching only "subject" areas and relying on one to osmose the methods for thinking, arguing, and properly expressing one's ideas as they proceed, if in fact they do at all.
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Thewhole of the Trivium was in fact intended to teach the pupil the proper use ofthe tools of learning, before he began to apply them to “subjects” at all
The point of putting the Trivium in front of the Quadrivium is that the student is first taught the use of the "tools of learning" before they are then taught how to apply them to broad subjects as a means of learning how to learn.
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Is it not the great defect of our education to-day (—a defect traceablethrough all the disquieting symptoms of trouble that I have mentioned—)that although we often succeed in teaching our pupils “subjects,” we faillamentably on the whole in teaching them how to think? They learneverything, except the art of learning.
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www.zylstra.org www.zylstra.org
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she says in contrast to e.g. reading, we don’t know much of anything about teaching programming. There’s no body of work
Hermans posits that there is no actual body of work about how to effectively teach programming. In contrast to reading.
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Czech teacherComenius (1592–1670). He championed universal education, which hepromoted in his Didactica magna, arguing for the commonality of education—itwas for everyone, including, shockingly, females.
Comenius championed not only lifelong learning in Didactica magna, but he also argued for educating females, something not commonplace in the 17th century.
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William Petty, a doctor in Cromwell’s army in 1647, noted that ‘...we seechildren do delight in drums, pipes, fiddles, guns made of elder sticks, andbellowes noses, piped keys, etc., painting flags and ensigns with elder-berriesand corn poppy, making ships with paper, and setting even nut-shells aswimming, handling the tools of workmen as soon as they turn their backs, andtrying to work themselves’ (reported in the Harleian Miscellany, 1810).
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Elizabeth I’s tutor, Roger Ascham (1515–68), promotedlearning-by-doing in The Scholemaster: ‘Bring not up your children in learningby compulsion and feare,’ he said, ‘but by playing and pleasure.’
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‘Now, all this study of reckoning and geometry...must be presented to them while still young, not inthe form of compulsory instruction.’ ‘Why so?’ ‘Because,’ said I, ‘a free soul ought not to pursueany study slavishly; for while bodily labours performed under constraint do not harm the body,nothing that is learned under compulsion stays with the mind.’ ‘True,’ he said. ‘Do not, then, myfriend, keep children to their studies by compulsion but by play.’The Republic, 536d–e; 537a
Apparently one couldn't ever force children to learn anything...
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but then relocate and roam around freely the rest of the time
Susan Hrach (author of Minding Bodies) recently tweeted about the need for instructors to have "spatial proficiency" and I think Robert is demonstrating that here. It's not enough to have a create learning space, we need to know how to navigate it with our bodies.
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in a matter of seconds
Don't underestimate this. There are plenty of classrooms where it's theoretically possible to move the furniture around, but practically time consuming.
Also note that there's space in the room to move things! That's not always the case
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so that what students did in class meetings simulated the actual working practices of real mathematicians
This is really interesting. An active learning space might help students work in the ways that experts in the discipline work. That's an angle on ALCs I haven't heard before.
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qut.pressbooks.pub qut.pressbooks.pub
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worldviews
I wonder about x, y, z...
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delong.typepad.com delong.typepad.com
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Thus, syllablessuch as ab, ac, ad, ib, ic were practiced for the sake of masteryof the language. When a child could name all of a determinednumber of combinations, he was said to know his ABC's.
When did phonics start as a practice historically? Presumably after Mortimer J. Adler's note here?
The great vowel shift and the variety of admixtures of languages comprising English make it significantly harder to learn to read compared to other languages whose orthography and sound systems (example: Japanese hiragana) are far simpler and more straightforward.
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saveall.al saveall.alSave All6
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new technologies leveraging techniques like spaced repetition mean it's much easier to remember what you learn
Such as Anki
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In 2019 the UK school inspection body Ofsted went further than this and changed their definition of ”learning” itself to “an alteration in long-term memory”.
learning = alteration in long-term memory
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to get faster at learning you must get more efficient at moving things into your long-term memory, i.e. stop forgetting things you learn. The less you forget the more you'll understand and the faster you'll learn.
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To learn more than 4 new concepts we must move some of them into our long-term memory before learning the rest.
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You can only understand something new if understanding it requires combining less than 4 new pieces of information.
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our working memory has a maximum capacity of roughly 4. When reading about quantum mechanics we encounter new Concept 1 and store it in our working memory. Then when learning about Concept 1 we encounter Concepts 2, 3, and 4 and our working memory becomes full. We then cannot understand Concept 5.
Our memory is unable to hold 5 new concepts
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physicstoday.scitation.org physicstoday.scitation.org
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why is there so little correlation between students’ performance in their physics courses and their ability to do physics research?
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Cognitive-science research shows that people improve learning efficiency by practicing the set of specific cognitive tasks required for their area of expertise.11. K. A. Ericsson, R. T. Krampe, C. Tesch-Römer, Psych. Rev. 100, 363 (1993); https://doi.org/10.1037/0033-295X.100.3.363A. Ericsson, R. Pool, Peak: Secrets from the New Science of Expertise, HarperOne (2017). Although that approach is based on learning research, it is uncoincidentally quite similar to the ideal master–apprentice method for traditionally teaching a craft (see figure 1).
The master-apprentice model of teaching and learning in which the master breaks down a problem into a set of subskills which the apprentice solves and practices with regular feedback for improvement is broadly similar to best pathways shown in cognitive science research on improving learning efficiency for building expertise.
(restatement)
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www.amazon.com www.amazon.com
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Local file Local file
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Dwyer, Edward J. “File Card Efficiency.” Journal of Reading 26, no. 2 (1982): 171–171.
Ease of use in writing and grading with short assignments by using 4 x 6" index cards in classrooms.
This sounds like some of the articles from 1912 and 1917 about efficiency of card indexes for teaching.
I'm reminded of some programmed learning texts that were card-based (or really strip-based since they were published in book form) in the 1960s and 1970s. Thse books had small strips with lessons or questions on the front with the answers on the reverse. One would read in strips through the book from front to back and then start the book all over again on page one on the second row of strips and so on.
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Breitenbach, H. P. “The Card Index for Teachers.” The School Review 20, no. 4 (1912): 271–72.
Apparently in 1912, the card index was little known to teachers... this isn't the sort of use case I was expecting here...
The general gist of this short note is an encouraging one to suggest that instead of traditional grade books, which are still used heavily in 2022, teachers should use rolodex like cards for keeping attendance and notes on a student's progress.
Presumably this never caught on. While some elementary teachers still use older paper gradebooks, many others have transferred to digital LMS platforms.
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www.jamesgmartin.center www.jamesgmartin.center
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Fourth, students seemed reluctant to come to the office seeking help. They also failed to use with great frequency the able and congenial peer tutor assigned to the course. I suspect there is an increased factor of intimidation associated with being lost in the material and asking a much older male professor for help.
I wish more people would ask for help more often.
People often like to help others.
There should be no shame in asking for help.
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Local file Local file
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I had readBalzac off and on during the forties, and been much takenwith his self-appointed task of " c o v e r i n g " all the majorclasses and types in the society of the era he wished tomake his own.
We write to understand, to learn, to make knowledge our own.
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- Sep 2022
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shrewdies.net shrewdies.net
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Hypothes.is & 📒ShrewdNotes Web Page Annotation
I'm blogging about how I'm using Hypothes.is as a starting point for documentation about 📒ShrewdNotes Web Page Annotation. Because I'm learning how to organize efficient workflows with 📒ShrewdNotes. Then I can be certain that my documentation is accurate for when I get more people involved.
So these are practical notes that guide me. In order to become reference material for anonymous learners, followers, subscribers, and members. Also, these notes can become a framework for Hypothes.is-style 📒ShrewdNotes that I can adapt for Sciwheel and other annotation services.
Hypothes.is Groups and Tags
I use Hypothes.is Groups as follows: * Public Group for Anonymous Learners. * 🗃ShrewdSubjects Groups. * My Private Group.
Public Group for Anonymous Learners
I make most of my Hypothes.is 📒ShrewdNotes in public. Mainly on my own websites. But increasingly whenever I find anything useful or interesting. Especially where I find good content relating to one of my 🗃ShrewdSubjects. So anyone can follow my Public 📒ShrewdNotes.
To recognize 🗃ShrewdSubjects, I use Hypothes.is Tags. Currently, these are Food, Gout, and Learning. Where Learning includes any topic not covered by the other subjects. In this way, as I recognize new subjects, I will separate them from Shrewd Learning.
Note that Public annotations for my subject tags include notes from all Hypothes.is users. So, tags are a great way to collect notes by everyone who is interested in a topic. Also, you can mix and match User, Group, and Tag searches. As well as using free-format search.
Additionally, I've started using Hypothes.is Tags to help me organize my workflows. Currently, I use 4, but I may extend this as I incorporate annotation into my daily life. My current 4 tags are: * New - denotes new content that I'm preparing. * Change - denotes changes I plan to make. * editing - means that I've saved the note that I'm currently working on. Or that I've forgotten to delete my
editingtag! I use this to avoid losing text as I'm writing it, as Hypothes.is does not have autosave. Though there are ways round that. * BuildInPublic - read more at #BuildInPublic.🗃ShrewdSubjects Groups
Though I like to BuildInPublic, I also like to collaborate. Now, collaboration is possible using public annotation. But I'm trying to create services built around teams. So I've created private groups for each 🗃ShrewdSubject.
Currently, joining these private Hypothes.is groups starts by subscribing to one or more newsletters: * Foodary Nexus Newsletter * GoutPal Links Newsletter * Shrewd Learning Newsletter
My Private Web Annotation Group
I try to do most of my content creation in public. Or in teams. So I only currently have one group for private notes. But Hypothes.is allows you to create as many private groups as you need. Which is useful where you want to keep notes separate. However, I recommend using tags unless you are sure you want separate groups of notes.
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gateway.ipfs.io gateway.ipfs.io
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Brown, Peter C., Henry L. Roediger III, and Mark A. McDaniel. Make It Stick: The Science of Successful Learning. Belknap Press, 2014. https://www.hup.harvard.edu/catalog.php?isbn=9780674729018
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www.semanticscholar.org www.semanticscholar.org
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We study whether sequence modelingcan perform policy optimization by evaluating Decision Transformer on offline RL benchmarks
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staysaasy.com staysaasy.com
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Whenever people ask me for advice on career growth, I share what has worked reasonably well for me: find a growth company, one that really needs you to get work done, and then tackle the unpleasant work that everyone avoids.
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In his view, to know nothing about an important subject is to invite problems. Both Munger and Buffett set aside plenty of time each day to just think. Anyone reading the news is provided with constant reminders of the consequences of not thinking. Thinking is a surprisingly underrated activity.
Es verdad que tiene bastante mala prensa pensar. Por ejemplo: falta de acción, pasivo. poco práctico. aislado de los verdaderos problemas, etc..
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A large part of the difference between the experienced decision maker and the novice in these situations is not any particular intangible like “judgment” or “intuition.” If one could open the lid, so to speak, and see what was in the head of the experienced decision maker, one would find that he had at his disposal repertoires of possible actions; that he had checklists of things to think about before he acted; and that he had mechanisms in his mind to evoke these, and bring these to his conscious attention when the situations for decisions arose.
-- Herbert Simon, Models of My Life
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www.goutpal.com www.goutpal.com
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Related Topics
Historically, the related topics section of each GoutPal page identified relationships using the
WordPress Tagfeature. However, after I invented WordPress Transmigration, I need a better approach.So I must replace this with a navigation map. And create new workflows that enable me to update these maps efficiently.
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Local file Local file
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The fact that too much order can impede learning has becomemore and more known (Carey 2014).
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After looking at various studies fromthe 1960s until the early 1980s, Barry S. Stein et al. summarises:“The results of several recent studies support the hypothesis that
retention is facilitated by acquisition conditions that prompt people to elaborate information in a way that increases the distinctiveness of their memory representations.” (Stein et al. 1984, 522)
Want to read this paper.
Isn't this a major portion of what many mnemotechniques attempt to do? "increase distinctiveness of memory representations"? And didn't he just wholly dismiss the entirety of mnemotechniques as "tricks" a few paragraphs back? (see: https://hypothes.is/a/dwktfDiuEe2sxaePuVIECg)
How can one build or design this into a pedagogical system? How is this potentially related to Andy Matuschak's mnemonic medium research?
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This is not so different from when elaboration is recommended asa “learning method.” As a method, it has been proven to be moresuccessful than any other approach (McDaniel and Donnelly 1996).
Elaboration has been shown to be the most successful learning approach. (See McDaniel and Donnelly 1996) It is a two step process of being able to write about it and to use it in alternate contexts.
How is the Feynman Technique similar to/different from elaboration? It would seem to be missing the second portion.
This is one of the first times I've come across another word for part of the Feynman technique I've been looking for.
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But Ebbinghaus laidthe foundation for a long-lasting and influential tradition of learningtheories that separates understanding from learning.
Because Hermann Ebbinghaus' early studies on memory, retrieval, and spaced repetition focused on meaningless random letter combinations that ha no natural associations, he started a field of learning theories that separated the ideas of understanding and learning. Learning is creating connections between ideas we already know (contextualization).
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www.scientificamerican.com www.scientificamerican.com
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This Artificial Intelligence Learns like a Baby
This baby could be learning when they are an embryo. Learning (machine) vectors: * Embryo * Baby * Teenager * Young adult * Adult
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edtechbooks.org edtechbooks.org
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Conclusion The role of a learning designer has continued to evolve to make room for emergent technologies and frameworks. Always the goal has been to design the most effective learning using all theories, processes, or technologies at our disposal. In the modern version of the field, there are simply more of these theories, processes, and increasingly advanced technologies to assist us.
I wonder how much Artificial intelligence and virtual reality enhancements will affect the role of the learner designer. I know we will have to learn the platform, its technology but at what level. Will we have to learn how to code to be able to do an effective learning environment.
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radiolab.org radiolab.org
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paper
Urbina, F., Lentzos, F., Invernizzi, C. et al. Dual use of artificial-intelligence-powered drug discovery. Nat Mach Intell (2022). https://doi.org/10.1038/s42256-022-00465-9
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In combination with SCA, CERICoffers freedom from the transmission model of learning, where theprofessor lectures and the students regurgitate. SCA can help buildlearning communities that increase students’ agency and power inconstructing knowledge, realizing something closer to a constructivistlearning ideal. Thus, SCA generates a unique opportunity to makeclassrooms more equitable by subverting the historicallymarginalizing higher education practices centered on the professor.
Here's some justification for the prior statement on equity, but it comes after instead of before. (see: https://hypothes.is/a/SHEFJjM6Ee2Gru-y0d_1lg)
While there is some foundation to the claim given, it would need more support. The sage on the stage may be becoming outmoded with other potential models, but removing it altogether does remove some pieces which may help to support neurodiverse learners who work better via oral transmission rather than using literate modes (eg. dyslexia).
Who is to say that it's "just" sage on the stage lecturing and regurgitation? Why couldn't these same analytical practices be aimed at lectures, interviews, or other oral modes of presentation which will occur during thesis research? (Think anthropology and sociology research which may have much more significant oral aspects.)
Certainly some of these methods can create new levels of agency on the part of the learner/researcher. Has anyone designed experiments to measure this sort of agency growth?
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Astructured approach to reading the primary literature creates a moreequitable learning environment when integrated into existingcoursework and learning activities.
There doesn't seem to be any evidence in this paper to support this assertion.
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Even with interactive features,highlighting does not require active engagement with the text, suchas paraphrasing or summarizing, which help to consolidate learning(Brown et al., 2014)
What results do Brown et al show exactly? How do they dovetail with the citations and material in Ahrens2017 on these topics?
Brown, P. C., Roediger, H. L., & McDaniel, M. A. (2014). Make it stick: The science of successful learning. The Belknap Press of Harvard University Press. http://ebookcentral.proquest.com/lib/jhu/detail.action?docID=3301452
Ahrens, doesn't provide a full citation of Brown, but does quote it for the same broad purpose (see: https://hypothes.is/a/8ewTno3pEeydaHscXVaIzw) specifically with respect to the idea that highlighting doesn't help in the learning process, yet students still actively do it.
Tags
- note taking is learning
- equitable learning environments
- summarizing
- sage on the stage
- paraphrasing
- agency
- neurodiversity
- critical reading strategies
- dyslexia
- orality vs. literacy
- equity
- critical thinking
- engagement
- excerpting vs. progressive summarization
- active reading
- zettelkasten
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arxiv.org arxiv.org
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AAAI 2022 Paper : Decentralized Mean Field Games Happy to discuss online.
S. Ganapathi Subramanian, M. Taylor, M. Crowley, and P. Poupart., “Decentralized mean field games,” in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-2022), vol. 36, pp. 9439–9447, February 2022. 1.
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lu.ma lu.ma
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Yolanda Gibb: How a mindset of Ambidextrous Creativity can get you generating AND exploiting your ideas?
Ambidextrous creativity is having a balance between exploration and subsequent exploitation of those explorations.
Small companies and individuals are good at exploration, but often less good at exploitation.
Triple loop learning<br /> this would visually form a spiral (versus overlap)<br /> - Single loop learning: doing things right (correcting mistakes)<br /> - double loop learning: doing the right things (causality)<br /> - triple loop learning: why these systems and processes (learning to learn)
Assets<br /> Relational capital * Structural capital - pkm is part of this<br /> there's value in a well structured PKM for a particualr thing as it's been used and tested over time; this is one of the issues with LYT or Second Brain (PARA, et al.) how well-tested are these? How well designed?<br /> * Structural capital is the part that stays at the office when all the people have gone home * Human Capital
Eleanor Konik
4 Es of cognition<br /> * embodied * embedded * enacted * extended<br /> by way of extra-cranial processes
see: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7250653/
Yolanda Gibb's book<br /> Entrepreneurship, Neurodiversity & Gender: Exploring Opportunities for Enterprise and Self-employment As Pathways to Fulfilling Lives https://www.amazon.com/Entrepreneurship-Neurodiversity-Gender-Opportunities-Self-employment/dp/1800430582
Tools: - Ryyan - for literature searches - NVIVO - Obsidian - many others including getting out into one's environment
NVIVO<br /> https://www.qsrinternational.com/nvivo-qualitative-data-analysis-software/home
a software program used for qualitative and mixed-methods research. Specifically, it is used for the analysis of unstructured text, audio, video, and image data, including (but not limited to) interviews, focus groups, surveys, social media, and journal articles.
Ryyan<br /> https://www.rayyan.ai/<br /> for organizing, managing, and accelerating collaborative literature reviews
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www.discovermagazine.com www.discovermagazine.com
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The consequence argument points out that deterministic laws imply that the future isn't really up for grabs; it's determined by the present state just as surely as the past is. So we don't really have choices about anything.
Yup, that makes sense to me. I'm fine with that too.
Still, however, everyone is ignoring the influence of learning on our future state.
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Local file Local file
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They are not meant to prove thatthe student did his or her homework. Rather, they provethat students can make something out of their education.
Francesco Erspamer's definition of a thesis is proof "that students can make something out of their education."
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arxiv.org arxiv.org
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Multidiscpl teams are different from heterogenous ones when it comes to learning. Dense networks useful for incremental steps, but hinder innovative steps (Vgl [[Lurking Weak Strong Ties 20040204063311]]) Provide team design principles.
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- Aug 2022
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shrewdies.com shrewdies.com
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☊☋ Shrewd Maps
Now 🗺ShrewdMaps
#BuildInPublic: Please let me know what you think about gout topic maps by replying below…
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📒 Shrewd Notes
Remove space to ShrewdNotes
New 4 part blog series... - Introducing 📒ShrewdNotes. Members Notes in Progress. - How Keith Uses 📒ShrewdNotes - How You Can Use 📒ShrewdNotes - Why We Might Share 📒ShrewdNotes
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The GameStorm conceptualization tool in action during the Make Your Own Game activity
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shrewdies.net shrewdies.net
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Are you a Keith Taylor Follower?
Congratulations on becoming an Anonymous Learner!<br /> You have learned where to find Keith's free online learning resources. So please click the image to learn your next tier…
Are you a Keith Taylor Follower?
Please let me know what you think about my website marketing list by replying below…
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psyarxiv.com psyarxiv.com
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Teodorescu, K., Plonsky, O., Ayal, S., & Barkan, R. (2021). Enforcement policies: Frequency of inspection is more important than the severity of punishment. PsyArXiv. https://doi.org/10.31234/osf.io/pbvzr
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shrewdies.com shrewdies.com
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About Shrewdies.com
Shrewd Learning helps you learn online. With a range of tools to support better knowledge. Read all about Shrewdies.com.
This page contains 📒ShrewdNotes for the page: About Shrewdies.com. I am preparing documentation for 📒ShrewdNotes. So once I publish that documentation, I will replace this with a link.
In fact, that explains one of the key purposes of 📒ShrewdNotes. Because they allow me to tell you of planned changes to my articles and new content in progress.
About Shrewdies.com Audience
I wrote About Shrewdies.com for people who want to learn:
- How and why Shrewdies.com exists.
- Facts about Keith Taylor's
Shrewdiesbrand. - Examples of website admin pages.
So I hope this gives you the facts that you want. Or resolves any concerns that you have. If not, I provide several ways you can find additional information. Including leaving comments. Which is usually the last item on most of my pages.
Please see all links for extra information and support below...
Extra Information for About Shrewdies.com
Extra information about my articles includes some or all of:
- 🆘 ShrewdOnlineSupport services links
- 📒ShrewdNotes links
- 🗺ShrewdMap links
🆘 ShrewdOnlineSupport Services
- Public Support: Discussion
- Issues: none
- Group Support: As described in 🆘 ShrewdOnlineSupport services.
- Private Support: Audio or Video calls as described in 🆘 ShrewdOnlineSupport services.
📒ShrewdNotes
- Progress notes: none
- Learning notes: none
Please see all my Public 📒ShrewdNotes for extra information about many web pages.
🗺ShrewdMap
- Project map: none
- Navigation map
Please let me know what you think about Shrewdies.com by replying below…
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Polis. (n.d.). Retrieved April 26, 2022, from https://pol.is/home
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www.bundleiq.com www.bundleiq.com
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https://www.bundleiq.com/post/the-history-of-pkm
I positively don't recommend this article... good example of someone "trying on" information they've been reading about, but haven't quite mastered or gone deep enough on yet. Also potentially a good example of the sort of issues that can be seen when learning in public and potentially attempting to be an influencer in a space in which one is not an expert.
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Keith's Learners Resources Feedback
Maybe this needs a clarification comment??
I refer to all my readers collectively as
Keith's Learners. But the majority are occasional, anonymous visitors. So for people who want to become more involved, I've developed 3 learning subjects: - GoutPal Links for gout sufferers. Which is my current top priority project. - Foodary Nexus for foodies. Which is the working title for my next project. - Shrewd Learning for informal online learners. Which I am currently documenting as a template, as applied to GoutPal Links. Though in the future, it will also serve to evolve new learning subjects. -
ShrewdConcerns is a public place
Furthermore, I'm adopting a #BuildInPublic approach to all my websites. Because I want to create informal online learning environments that encourage learners to become coaches/mentors. Obviously, that will take time to onboard people and qualify objectives. But I have to start somewhere. And #BuildInPublic seems to me to be my best chance of finding like-minded collaborators.
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📒 ShrewdNotes Web Page Annotation
I often rush into assessing new applications. Because I learn quicker by applying compared to reading. But one downside is that I frequently miss key features.
That's only a major drawback if I abandon the application where I can't see how it fits my project. And today I avoided that with serendipity. Because… 1. My application was a Chrome Extension 1. I wanted to test to see if was active and change webpage content accordingly 1. I found I could run the app without an extension - as fully described in the documentation that I skipped reading!
All of which is an idea for my next blog post. But the real point is I have established a process for starting ad-hoc Shrewd Learning projects "in the wild". Because normally, I start making notes somewhere. Then forgetting where I put them.
I think we all do that when we spot something interesting that might warrant future research. Now for my established subject areas, I always start annotating new topics within that subject area. So, I can prioritize it in my usual processes.
Today, I've extended this by tagging public notes with
Shrewd Learning. So when I look at the Shrewd Learning Tag, I see all notes that present potential new learning topics. Which opens a great way to collaborate loosely with other people if I can establish some traction with Shrewd Learning.For now, this is my reminder to do a personal blog entry based on this. More importantly, I should update this blog entry to reflect recent advances in Shrewd Learning and my other 2 online learning projects.
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Seaman, K. L., Christensen, A. P., Senn, K., Cooper, J., & Cassidy, B. S. (2022). Age Differences in the Social Associative Learning of Trust Information. PsyArXiv. https://doi.org/10.31234/osf.io/b38rd
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- aging
- developmental psychology
- fMRI
- social cue
- personality psychology
- cognitive psychology
- behavioral science
- social associative learning
- judgement
- social processing
- is:preprint
- social cognition
- social science
- working memory
- learning
- decision making
- social psychology
- trust information
- age difference
- research
- lang:en
- trust
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jupyterbook.org jupyterbook.org
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You can activate Hypothesis by
Embedding Hypothesis in Websites and Platforms
<script src="https://hypothes.is/embed.js" async></script>Embedding Hypothesis To add Hypothesis to your website or platform, simply add the following line to the HTML source of your page:
From https://web.hypothes.is/help/embedding-hypothesis-in-websites-and-platforms/
Which continues with an example of Hypothes.is client configuration.
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Second-order thinking is more deliberate. It is thinking in terms of interactions and time, understanding that despite our intentions our interventions often cause harm. Second order thinkers ask themselves the question “And then what?” This means thinking about the consequences of repeatedly eating a chocolate bar when you are hungry and using that to inform your decision. If you do this you’re more likely to eat something healthy.
Second-order thinking
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threadreaderapp.com threadreaderapp.com
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The instructor may require the submission of the notesas an evidence of pro ress before the writing of the essayis begun, or he may as! for their presentation with the com-pleted essay.
It's nice to have some evidence of progress, but I know very few students who appreciated this sort of grading practice. I know I hated it as a kid, so it's particularly pernicious and almost triggering to see it in print going back to 1908, 1911, and subsequently up to 1931.
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cse.google.com cse.google.com
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Your guidelines for private and public gout discussions are here on my contact page.
Is it the best to put private vs public in the Contact Page? Or should it be separate?
I think it is best to include it in the Contact Page. Because my perception is that it's all about contacting me. But I should do a poll on this.
Also, this isn't just a
Goutissue, so it needs to be addressed in other subject sites. And as it is a fundamental part of successful collaboration, I will repeat it inFoodandLearning.
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threadreaderapp.com threadreaderapp.com
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The real issue with "learning in public" is them emphasis placed on "being an expert," which is *everywhere*. It's a capitalist mindset, convincing people that even as beginners they should consider themselves "experts" bc this is how you get exposure aka how u scale.
The public online commons, by means of context collapse, allows people to present themselves as experts within an area without actually being experts.
Some of these "experts" or "gurus" primarily have expertise in communication or promoting themselves or a small piece of a topic about which they know a little more than the average public.
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www.highereddive.com www.highereddive.com
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Test ways to build earned credentials (certificates, badges, coursework) into degrees; build banks of experience (on-the-job training, internships) that earn credit; admit students simultaneously to two- and four-year institutions; guarantee transfer agreements so students don’t take numerous courses that don’t transfer into a four-year degree; set goals for meaningful employment upon graduation; and work collectively to measure our progress and hold ourselves accountable for the outcome.
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Local file Local file
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Gross, Ronald. The Independent Scholar’s Handbook. Ten Speed Press, 1993. http://archive.org/details/the-independent-scholars-handbook-how-to-turn-your-interest-in-any-subject-into-.
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www.youtube.com www.youtube.com
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https://www.youtube.com/watch?v=Y07l5AsWEUs
I really love something about the phrase "get them [ideas] into a form that students can work with them". There's a nice idea of play and coming to an understanding that I get from it. More teachers should frame their work like this.
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www.tandfonline.com www.tandfonline.com
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The potential for digital technology to support learners in this process was highlighted in the studies reviewed, but commonly learners lacked the competence to use digital technologies for educational purposes. Learners often required support, especially with the planning and reviewing aspects of self-directed learning, as well as guidance regarding how digital technologies can be used effectively for educational purposes. Importantly, studies that focus on understanding the facilitation of self-directed learning in childhood education are seldom. Further studies on self-directed learning in childhood education are vital – given that this is a fundamental competence for preparing our youth to deal with work and life in our rapidly changing world.
Learners often required support, especially with the planning and reviewing aspects of self-directed learning, as well as guidance regarding how digital technologies can be used effectively for educational purposes. Importantly, studies that ..
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link.springer.com link.springer.com
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focused on the language that the children used when they were involved in a design and technology activity
Children’s Use of Technology in Learning
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ai.google ai.google
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A place to learn Machine Learning
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AZ 900
This is my first every hypothesis note.
So far I have the done the first test, and found it relevant. Well worth the money so far.
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- Jul 2022
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ieeexplore.ieee.org ieeexplore.ieee.org
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A recent overview of RL methods used for autonomous driving.
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www.windley.com www.windley.com
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I didn't start out in 2007 to write a programming language that naturally supports decentralized programming using the actor-model while being cloud-native, serverless, and databaseless. Indeed, if I had, I likely wouldn't have succeeded. Instead picos evolved from a simple rule language for modifying web pages to a powerful, general-purpose programming system for building any decentralized application.
Lots of concepts ping like hail on a car hood for me. I don't really understand them but they resonate: decentralized programming, cloud-native, serverless, databaseless. It all seems like fungi in nature or the apricot you mention in an earlier post. I especially like the idea of learning systems "evolving from a simple rule language". Yes, I want to evolve and roll my own learning system then I want to teach others how to do it.
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gist.github.com gist.github.com
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5.1 Recognize that 1) the biggest threat to good decision making is harmful emotions, and 2) decision making is a two-step process (first learning and then deciding).
5.1 Recognize that 1) the biggest threat to good decision making is harmful emotions, and 2) decision making is a two-step process (first learning and then deciding).
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s3.us-west-2.amazonaws.com s3.us-west-2.amazonaws.com
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that students lacked strong teacher and social-collaborative pres-ences while watching the videos alone at home—and therefore proposed more onlinecollaborative learning methods to enhance a greater social-collaborative presence dur-ing the out-of-class sessions of a flipped classroom.
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blogs.microsoft.com blogs.microsoft.com
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because it only needs to engage a portion of the model to complete a task, as opposed to other architectures that have to activate an entire AI model to run every request.
i don't really understand this: in z-code thre are tasks that other competitive softwares would need to restart all over again while z-code can do it without restarting...
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www.npr.org www.npr.org
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We should think of it as a bill for a public health measure that was taken on our behalf. And it's our obligation now, whether or not we agreed with those decisions, to pay that bill. We can't stiff our children.
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impedagogy.com impedagogy.com
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why aren’t we doing these things already?
Amen! Why can't we have "fun" while learning? Like every young child does while playing with blocks or banging on pots and pans? I like Quinn's (and have also seen the term elsewhere) use of "learning experiences" as a way to look at educational design.
In fact, all "learning" is based in experience, and some students "learn" how to game the system, others "learn" to disengage, etc. What if, instead, learning was exciting and something to look forward to?
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campustechnology.com campustechnology.com
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In design terms, this begins with the learning experience (LX) of students — but often extends toward the teaching experience (TX), and even the user experience of technologists, instructional designers and administrators. Collectively, I call these the "pedagogical experience" (PX) of an e-learning tool.
Designing pedagogical experience (PX) encompasses both the learning experience (LX) of the students as well as the teaching experience (TX) of the instructor.
Educational technology should take both parts of the overall experience into account. Too many focus on one side or the other: the ease of use for the teacher at the expense of the student or the ease of use for the student at the expense of the teacher. Balancing the two can be difficult, but designers should be watching both.
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sweller's cognitive load theory is built on badly and hitch's research on working memory models which has loads of iterations the idea is that we can only work with a limited amount 00:02:31 of information at any one time putting a number on it isn't really useful
Who proposed Cognitive Load theory
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pay attention to the parity principle
What is Parity Principle?
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www.remastery.net www.remastery.net
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Even the sloppiest manuscript would bring twenty new cards for my hoard.
This quote is similar to the broad idea (source(s)?) that one can learn something even from the worst books or the man who's a fool.
I've excerpted the portion of the quote that appears before this in the past. See: https://hyp.is/jqug2tNlEeyg2JfEczmepw/3stages.org/c/gq_title.cgi?list=1045&ti=Foucault%27s%20Pendulum%20(Eco)
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educationalist.substack.com educationalist.substack.com
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One of the risks I heard mentioned is that of becoming/ being perceived as an ”arm of the university bureaucracy”, as CTLs become more involved in decision-making on educational issues.
Interesting problem. Why is the CTL not seen as an "arm of shared governance" in these cases? Or at least a venue of it?
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Dilemma: should/ can the CTL be neutral territory (and can it be?)
Fascinating to see what "neutral" means here. There's the "non-evaluative"/"non-supervisory" sense, where "neutrality" is essentially with respect to office politics, and the "not advancing an argument" sense, which in the strictest sense seems almost impossible to reconcile with any kind of developmental work.
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- Jun 2022
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thelearnersway.net thelearnersway.net
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This reveals that we have the capacity for sustained attention, but persistence is best understood as a disposition, not a capacity. The triadic model of dispositions allows us to understand better what is going on here. A behaviour becomes a disposition when we combine the capabilities it demands with the desire to use them and an awareness of situations where the behaviour is appropriate.
I guess it depends on what a "disposition" is too. One definition is "a person's inherent qualities of mind and character." But if it's inherent, then it's not something that emerges from behaviours in the right circumstances.
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www.youtube.com www.youtube.com
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files.zotero.net files.zotero.net
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This means that to design creative instructionalsystems, one must look to other domains (engineering,medicine, computer science, marketing, etc.) for inspira-tion. For example, Peter’s Instructional Strategies course atIndiana University’s School of Education shocks studentsin the second week of class by assigning readings from abook about marketing and customer experiences.
There's a lot of commonalities between strong marketing techniques and hitting on Merrill's FPI and other LD techniques.
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effectiviology.com effectiviology.com
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Interleaving is a learning technique that involves mixing together different topics or forms of practice, in order to facilitate learning. For example, if a student uses interleaving while preparing for an exam, they can mix up different types of questions, rather than study only one type of question at a time.Interleaving, which is sometimes referred to as mixed practice or varied practice, is contrasted with blocked practice (sometimes referred to as specific practice), which involves focusing on only a single topic or form of practice at a time.
Interleaving (aka mixed practice or varied practice) is a learning strategy that involves mixing different topics, ideas, or forms of practice to improve outcomes as well as overall productivity. Its opposite and less effective strategy is blocking (or block study or specific practice) which focuses instead on working on limited topics or single forms of practice at the same time.
This may be one of the values of of the Say Something In Welsh method which interleaves various new nouns and verbs as well as verb tenses in focused practice.
Compare this with the block form which would instead focus on lists of nouns in a single session and then at a later time lists of verbs in a more rote fashion. Integrating things together in a broader variety requires more work, but is also much more productive in the long run.
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www.youtube.com www.youtube.com
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higher order learning can lead to greater levels of productivity than lower order or rote methods
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the research says is that students often
the research says is that students often don't use the right learning strategy because they react negatively to effort in fact it even is so well demonstrated that it has its own name it's called the ==misinterpreted effort hypothesis== it says that students tend to see a learning strategy feel that it is more effortful more challenging and as a result they will veer away from that because they feel that that effort means that they're either doing it wrong or that the technique is bad they consider more effortful learning with being a bad thing
Students will perceive learning strategies that require more effort and work on their part to be less productive in the long term, often when the opposite is the case. This phenomenon is known as the misinterpreted effort hypothesis.
Link to: - research in Ahrens that rereading and reviewing over material seems easy, but isn't as effective as directly answering questions and performing the work to produce one's own answer. - https://www.sciencedirect.com/science/article/abs/pii/S0010028519302270
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bulletproofmusician.com bulletproofmusician.com
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the more effortful strategy is the one that often leads to more effective learning.
The practice or learning strategy that seems to take the most work is probably the most effective.
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Well, for one, there was a clear preference for the blocked study schedule, with 68% of participants reporting that they would choose the blocked strategy to study for a test, while only 32% chose the interleaved strategy. Which is interesting, because the research on blocked vs. interleaved practice suggests that in many cases, interleaving is actually the more effective strategy (here’s a great summary of the research on interleaved practice, why and how it works, guidelines for use, and examples of times when blocked may be better).
Interleaved practice methods are more effective learning strategies than block practice.
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the more effort they had to put into the study strategy, the less they felt they were learning.
misinterpreted-effort hypothesis: the amount of effort one puts into studying is inversely proportional to how much one feels they learn.
Is this why the Says Something In Welsh system works so well? Because it requires so much mental work and effort in short spans of time? Particularly in relation to Duolingo which seems easier?
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www.reddit.com www.reddit.com
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Ps) I am trying to post daily content like this on LinkedIn using my Slip-Box as the content generator (the same is posted on Twitter, but LinkedIn is easier to read), so if you want to see more like this, feel free to look me up on LinkedIn or Twitter.
Explicit example of someone using a zettelkasten to develop ideas and create content for distribution online and within social media.
https://www.reddit.com/r/antinet/comments/vgtyuf/mastery_requires_theory_application_of_theory_is/
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hybridpedagogy.org hybridpedagogy.org
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Most students taking fully online classes are doing so in relative solitude. In fact, they’re counting on you to make not just the ideas in your class, the content the LMS is so content to deliver, synthesize, they’re also counting on you to make their experience of education synthesize.
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The old rule, now practically an adage, “Post once, reply twice” is essentially the epitaph for online learning.
This sounds godawful and unproductive.
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udlguidelines.cast.org udlguidelines.cast.org
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www.facultyfocus.com www.facultyfocus.com
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A very brief primer on UDL and how Hypothes.is and social annotation might fit within its framework. There seems to be a stronger familiarity with Hypothes.is as a tool and a bit less familiarity with UDL, or perhaps they just didn't bind the two together as tightly as they might have.
I'm definitely curious to look more closely at the UDL framework to see what we might extract from it.
The title features neurodiversity, but doesn't deliver on the promise.
An interesting reframing would be that of social annotation with the idea of modality shifts, particularly for neurodiverse students.
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Universal Design for Learning (UDL) framework
Universal Design for Learning framework https://udlguidelines.cast.org/
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admrayner.medium.com admrayner.medium.com
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But, there was a problem. To study biology as a ‘science’ was not the same as experiencing ‘life in the wild’ in the caring companionship of others. If anything, it was wild life’s antithesis:- a competition to be first or best while following strict codes of practice designed to eliminate subjective human ‘error’ and conform to an unquestionable norm prescribed by prior authority.
The contrast between the direct, immersive, participatory learning of nature and the symbolic learning.
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www.insidehighered.com www.insidehighered.com
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One of my frustrations with the “science of learning” is that to design experiments which have reasonable limits on the variables and can be quantitatively measured results in scenarios that seem divorced from the actual experience of learning.
Is the sample size of learning experiments really large enough to account for the differences in potential neurodiversity?
How well do these do for simple lectures which don't add mnemonic design of some sort? How to peel back the subtle differences in presentation, dynamism, design of material, in contrast to neurodiversities?
What are the list of known differences? How well have they been studied across presenters and modalities?
What about methods which require active modality shifts versus the simple watch and regurgitate model mentioned in watching videos. Do people do actively better if they're forced to take notes that cause modality shifts and sensemaking?
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laverne.edu laverne.edu
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Real learning cannot happen in a vacuum. Connecting oneself and one’s new ideas with others across classrooms, across the curricula, and into the community build confidence , deepens experience, and maximizes success.
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As an autodidact, you will meet many different content formats on the road to understanding. Not all formats are created equal, and some work better than others. Add to that learning preferences, and you’ve got yourself a complicated situation.
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www.youtube.com www.youtube.com
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How to stop forgetting stuff you read.
- Taking notes (highlighting and taking notes)
- Re-engage with ideas and your notes to get around the "forgetting curve Review
- Integrating (putting it all into a database)
- Summarize. Take quick notes on things you've read.
When summarizing you can put general thoughts and other stuff, like how you discovered it, favorite quotes, etc.
The whole point is to engage with the material.
Zettelkasten method is recommended.
Literature notes are quick notes that should get converted to evergreen or permanent notes.
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www.sciencedaily.com www.sciencedaily.com
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New insights on infant word learning
infant word learning
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"The idea is that over long periods of time, traces of memory for visual objects are being built up slowly in the neocortex," Clerkin said. "When a word is spoken at a specific moment and the memory trace is also reactivated close in time to the name, this mechanism allows the infants to make a connection rapidly." The researchers said their work also has significant implications for machine learning researchers who are designing and building artificial intelligence to recognize object categories. That work, which focuses on how names teach categories, requires massive amounts of training for machine learning systems to even approach human object recognition. The implication of the infant pathway in this study suggests a new approach to machine learning, in which training is structured more like the natural environment, and object categories are learned first without labels, after which they are linked to labels.
visual objects are encoded into memory over a long period of time until it becomes familiar. When a word is spoken when the memory trace associated with the visual object is reactivated, connection between word and visual object is made rapidly.
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medium.com medium.com
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when Britannica conducted followup research on whether or not the books were actually being read, they found that buyers who really read the books were the exception. The two largest sub-categories among buyers who were more likely to have read the books were housewives and men trained in some sort of technical profession.
Research by Britannica (source?) indicated that the Great Books of the Western World sold well but were not often read.
Link to: A Brief History of Time by Stephen Hawking Owen Gingerich Copernicus
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one of the best ways to diversify complexify your search space your assumptions is through experience and one of the great ways to 00:01:18 do that is actually through technology so we think about technology and most of our technologies are good technologies but what defines a great technology what is a transformative technology 00:01:30 the good technologies are the ones that enable us to do what we can already do faster easier more efficient and that's because so much of our society focuses on efficiency it's about maximizing performance right 00:01:42 we're great engineers but we're crap philosophers right we're very good at making things more efficient but that's only one side of innovation we also need the other side of innovation which is creativity 00:01:55 right and so the best technologies are the ones in my view that make the invisible visible they enable us to see things that we can never have seen before 00:02:06 they create assumptions they expand our space of assumptions
Indyweb is a transformative technology ecosystem that can allow each individual in the group to understand the underlying epistemology of social intercourse, dialogue and symmathesy as a lived experience. Each individual in the open source Indyweb network can have a lived and granular experience of how his or her knowledge and wisdom is growing. This is made possible by having a private information repository that collates all the participant's digital interactions. The interpersonal computing environment puts the human INTERbeing at the center of the digital universe and all the participant's data is not stored in fragmented silos across the web, but all in one central, interpersonal and private repository which (s)he has access to. This creates new possibilities of seeing how your understanding grows from one moment to the next, from one social interaction to the next, and how social, collective learning proceeds and is completely entangled with individual learning.
Indyweb makes one's learning, previously unconscious and invisible, visible.
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www.learningsciences.com www.learningsciences.com
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Dr. David Sousa, student engagement can be defined as “the amount of attention, interest, curiosity, and positive emotional connections that students have when they are learning, whether in the classroom or on their own” (2016, p. 17).
This is a great working definition of student engagement and helps to tie in ideas about mindset, motivation and metacognitive skills! McGuire's 3 M's!!
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The first is: always take notes inyour own words-I mean, of course, facts an1 ideas garneredfrom elsewhere, not statements to be quoted verbatim. The titleof a book, an important phrase or remark, you will copy as theystand. But everything else you reword, for two reasons: in thateffort the fact or idea passes through your mind, instead of goingfrom the page to your eye and thence to your note while you remainin a trance. Again, by rewording you mix something of yourthought with the acquired datum, and the admixture is the be-ginning of your own thought-and-writing about the whole topic.Naturally you take care not to distort. But you will find that notestaken under this safeguard are much closer to you than meretranscripts from other books; they are warm and speak to youlike old friends, becau se by your act of thought they have be-come pieces of your mind.
Barzun analogies notes as "old friends". He, like many others, encourages note takers to put ideas into their own words.
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www.newyorker.com www.newyorker.com
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Around 1941, Barzun took on a larger classroom, becoming the moderator of the CBS radio program “Invitation to Learning,” which aired on Sunday mornings and featured four or five intellectual lights discussing books. From commenting on books, it was, apparently, a short step to selling them. In 1951, Barzun, Trilling, and W. H. Auden started up the Readers’ Subscription Book Club, writing monthly appreciations of books that they thought the public would benefit from reading. The club lasted for eleven years, partly on the strength of the recommended books, which ranged from Kenneth Grahame’s “The Wind in the Willows” to Hannah Arendt’s “The Human Condition,” and partly on the strength of the editors’ reputations.
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en.wikipedia.org en.wikipedia.org
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determine the caliphate; and another group led by Mu'awiya in the Levant, who demanded revenge for Uthman's blood. He defeated the first group in the Battle of the Camel; but in the end,
this is another post
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assets.pubpub.org assets.pubpub.org
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Discussion on
Bellinger C, Drozdyuk A, Crowley M, Tamblyn I. Balancing Information with Observation Costs in Deep Reinforcement Learning. Proceedings of the Canadian Conference on Artificial Intelligence [Internet]. 2022 May 27; Available from: https://caiac.pubpub.org/pub/0jmy7gpd
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- May 2022
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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Another piece to the "what can we do with eligibility traces" puzzle for Deep RL.
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arxiv.org arxiv.org
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Question: What happened to Eligibility Traces in the Deep RL era? This paper highlights some of the reasons they are not used widely and proposes a way they could still be effective.
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arxiv.org arxiv.org
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Question: What happened to Eligibility Traces in the Deep RL era? This paper highlights some of the reasons they are not used widely and proposes a way they could still be effective.
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arxiv.org arxiv.org
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Hypothesis page to discuss this high level description of DeepMind's new Gato framework.
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link.springer.com link.springer.com
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I explore how moves towards ‘objective’ data as the basis for decision-making orientated teachers’ judgements towards data in ways that worked to standardise judgement and exclude more multifaceted, situated and values-driven modes of professional knowledge that were characterised as ‘human’ and therefore inevitably biased.
But, aren't these multifaceted, situated, and values-driven modes also constituted of data? Isn't everything represented by data? Even 'subjective' understanding of the world is articulated as data.
Is there some 'standard' definition of data that I'm not aware of in the context of this domain?
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Frequent testing to monitor children’s ‘expected progress’ through a tightly defined curriculum reflects a limited view of how children learn, in which children are seen as “functional machines” who should all automatically progress at the same rate (Llewellyn, 2016).
This seems like an over-reach. There's nothing about testing that inherently implies that students 'should' progress at the same rate.
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making anki cards is an act of understanding in itself
I'm always struck here that no one in these spaces mentions the idea of modality shifts as a thing of value.
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Local file Local file
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Informationbecomes knowledge—personal, embodied, verified—only when weput it to use. You gain confidence in what you know only when youknow that it works. Until you do, it’s just a theory.
motivational...
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journals.plos.org journals.plos.org
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structural imaging studies of a group of highly trained spatial learners (London taxi drivers) has demonstrated enlargement of specific hippocampal regions corresponding to spatial memory [30],
Nice to see the taxi driver study pop up here.
Maguire EA, Valentine ER, Wilding JM, Kapur N. Routes to remembering: The brains behind superior memory. Nature Neuroscience. 2003;6(1):90–5. pmid:12483214 https://doi.org/10.1038/nn988
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The use of physical location, even in an imagined environment, as a memory aid likely arose as a result of the fact that so much of the essential information stored in memory can be linked to foraging-type behaviours.
I've thought this before, and sees like I've possibly read, though not captured it. Is there any solid proof of this fact?
Rat studies of mazes show this sort of spacial memory, but are there similar learned studies in lower animals? C. elegans, drosophila, slime molds, etc.?
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www.blog.powernotes.com www.blog.powernotes.com
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Online Learning & Tools
I would like to see how PowerNotes compares to Hypothes(is). I think annotation is a major opportunity for the digital, online space in education.
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Local file Local file
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Active reading to the extreme!
What a clever innovation building on the ideas of the art of memory and Raymond Llull's combinatoric arts!
Does this hit all of the areas of Bloom's Taxonomy? I suspect that it does.
How could it be tied more directly into an active reading, annotating, and note taking practice?
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docdrop.org docdrop.org
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in human memory they call it external context um so we have 00:35:59 so the external context for instance is the the spatial cues and the other items that are kind of attached to the note right
Theory: The external context of one's physical surroundings (pen, paper, textures, sounds, smells, etc.) combined with the internal context, the learner's psychological state, mood, etc., comprises a potentially closed system where each part props up the other for the best learning outcomes.
Do neurodiversity effects help/hinder this process? What if people are missing one or more of these bits of contextualization? What does the literature look like in this space? Research?
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www.qualtrics.com www.qualtrics.com
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Eighty-seven percent of students who report feeling understood are satisfied with their experience overall compared to just 45% of students who say their institution doesn’t understand what's important to them.
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The idea is that reasoning from first principles is reasoning like a scientist. You take core facts and observations and use them to puzzle together a conclusion, kind of like a chef playing around with raw ingredients to try to make them into something good. By doing this puzzling, a chef eventually writes a new recipe. The other kind of reasoning—reasoning by analogy—happens when you look at the way things are already done and you essentially copy it, with maybe a little personal tweak here and there—kind of like a cook following an already written recipe.
TL;DR
Chef: Breaks things down to its fundamental principles and then mixes and matches them to create something new.
Cook: Gathers inspiration from what solutions has already been done, understands it, and tweaks some parts to personalize it for their needs.
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www.buildingasecondbrain.com www.buildingasecondbrain.com
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The student doesn’t have a strong preference for any of these archetypes. Their notes serve a clear purpose that’s often based on a short-term priority (e.g, writing a paper or passing a test), with the goal to “get it done” as simply as possible.
The typical student note taking method of transcribing, using (or often not using at all), and keeping notes is doomed to failure.
Many students make the mistake of not making their own actual notes. By this I don't mean they're not writing information down. In fact many are writing information down, but we can't really call these notes. Notes by definition ought to transform something seen or heard into one's own words. Without the transformation, these students think that they're taking notes, but in reality they're focusing their efforts on being transcriptionists. They're attempting to capture something for later consumption. This is a deadly trap! By only transcribing, they're not taking advantage of transforming information by putting ideas down in their own words to test their understanding. Often worse, even if they do transcribe notes, they don't revisit them. If they do revisit them, they're simply re-reading them and not actively working with them. Only re-reading them will lead to the illusion that they're learning something when in fact they're falling into the mere-exposure effect.
Students who are acting as transcriptionists would be better off simply reading a textbook and taking notes directly from that.
A note that isn't revisited or revised, may as well be a note not taken. If we were to consider a spectrum of useful, valuable, and worthwhile notes, these notes would be at the lowest end of the spectrum.
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www.edweek.org www.edweek.org
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Social interactions with other students is undoubtedly a good thing. Online learning has its place as well.
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forum.language-learners.org forum.language-learners.org
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List of Italian language learning resources from language learning forum.
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faciliter l’accès aux données des systèmes du MES, notamment par rapport à laréussite de groupes ciblés d’étudiants (par exemple, les étudiants en situationde handicap, les étudiants autochtones, les étudiants issus de l’immigration, lesétudiants de première génération3, les étudiants internationaux)
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- Apr 2022
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The connections will still make it easier to remember and understand.
Linking one's ideas together is a means of contextualizing them as well as situating them in a particular location with respect to your other knowledge. This creation of structure and place (loci) helps to quicken one's memory of not on the new item, but the items to which it is attached.
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www.irrodl.org www.irrodl.org
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lack of common learning goals among the student
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Institutions may supply learning environments that facilitate social interaction and collaboration and assure effective support to students with technological difficulties. Technological difficulties can cause student frustration as well as communication problems, which hamper collaborative processes such as explanations, sharing answers, and negotiation (Ragoonaden & Bordeleau, 2000).
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students may struggle with the development of a sense of interdependence and intersubjectivity (Lushyn & Kennedy, 2000) and must abandon subjective, individualistic conceptions of learning (Dirkx & Smith, 2004)
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www.openculture.com www.openculture.com
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