IFT proposes that information-seeking behavior develops to maximize the rate of information gained per unit of time or effort invested.
sentence that mentions implicitly or explicitly a particular theory about how humans think or act
IFT proposes that information-seeking behavior develops to maximize the rate of information gained per unit of time or effort invested.
sentence that mentions implicitly or explicitly a particular theory about how humans think or act
It assumes that human long-term memory evolved to help survival by anticipating organismically important events. It is evolutionarily important to remember things that are important for survival. Therefore, the expected value of remembering a thing in the future should affect the probability of recalling it.
sentence that mentions implicitly or explicitly a particular theory about how humans think or act
According to rational analysis, behavior is sensitive to the statistical distribution of rewards in the environment that a user has experienced. Users learn the way rewards are distributed through continued exposure to an environment and adapt their behavior accordingly. A user's behavior is rational because it is tuned to the distribution of rewards in the environment—the ecology.
sentence that mentions implicitly or explicitly a particular theory about how humans think or act
The theory assumes that users are 'computationally rational': When picking an action—or deciding how to get from the present state to a state with positive rewards—users are as rational as their cognition allows. Users act based on their often inaccurate and partial beliefs, which they have formed via experience.
sentence that mentions implicitly or explicitly a particular theory about how humans think or act
Computational rationality is a theory and a modeling approach rooted in bounded rationality and bounded optimality. Recent applications include typing (Figure 21.7), pointing, driving, multitasking, menu selection, and visual search. Its core assumption is that users act in accordance with what they believe is best for them.
sentence that mentions implicitly or explicitly a particular theory about how humans think or act
Rational analysis is a theory of rational behavior proposed by Anderson and Schooler [21]. It examines the distribution of rewards in the environment to explain how users adapt their behavior. According to rational analysis, behavior is sensitive to the statistical distribution of rewards in the environment that a user has experienced.
sentence that mentions implicitly or explicitly a particular theory about how humans think or act
bounded rationality states that we are only rational to the extent allowed by the involved constraints, or bounds.
sentence that mentions implicitly or explicitly a particular theory about how humans think or act