An important component of many Adaptive Instructional Systems (AIS) is a 'Learner Model' intended to track student learning and predict future performance. Predictions from learner models are frequently used in combination with mastery criterion decision rules to make pedagogical decisions. Important aspects of learner models, such as learning…

Verbs serve as the architectural centerpiece of sentences, making verb learning pivotal for language acquisition. Verb learning requires both the formation of a verb-action mapping and the abstraction of relations between an object and its action. Two competing positions have been proposed to explain the process of verb learning: (a) seeing a…

Preparing for the future during ongoing activities is an essential skill. Yet it is currently unclear to what extent we can prepare for the future in parallel with another task. In two experiments, we investigated how characteristics of a present task influenced whether and when participants prepared for the future, as well as its usefulness. We…

To explore factors that may inform teaching and learning in STEM education, we investigate individual and situational factors influencing students' cooperative versus competitive responses in a classroom, extra-credit problem social dilemma in core biology and engineering courses. We were curious how our competitive academic environment coupled…

Online planning of good teaching sequences has the potential to provide a truly personalized teaching experience with a huge impact on the motivation and learning of students. In this work we compare two main approaches to achieve such a goal, POMDPs that can find an optimal long-term path, and Multi-armed bandits that optimize policies locally…

Although students' eclecticism can be overwhelming, all students are identical in at least one respect--they are biologically equipped to learn from experiences. Caine and Caine discuss neurological findings about decision-making capacities built into the brain. They describe Elkhonen Goldberg's concept of actor-centered adaptive decision making…

Given an actual case history, students learn to seek out necessary knowledge, analyze the situation, and make patient care management decisions. Discussed are: use of the method (and its promotion of active learning), the decision-making process, and lack of ready-made materials. A sample case study is included. (Author/MS)

The Adaptive Dimension refers to the concept of making adjustments in approved educational programs to accommodate diversity in student learning needs, and to practices undertaken to make the approved core curriculum, instruction, and the learning environment meaningful and appropriate for each student. Adaptation takes into account the shift away…

Component aspects of Program for Learning in Accordance with Needs (PLAN), a systems approach to individualized education on the elementary and secondary school levels, are discussed. PLAN, which has been in operation in twelve selected school districts in California and in the northeastern U.S. since 1966, focuses on assisting the individual to…