Title :
Using human memory structures to model knowledge within algebra virtual laboratory
Author :
Najjar, Mehdi ; Mayers, André
Author_Institution :
Dept. of Comput. Sci., Sherbrooke Univ., Que., Canada
fDate :
28 June-1 July 2004
Abstract :
In this paper we describe our knowledge representation model embodied within an algebra virtual laboratory dedicated to Boolean reduction problem solving. The model is inspired by psychology theories that explain the human cognitive activity in terms of memory subsystems and their processes. During the problem solving, complex knowledge entities, built from primitive units of knowledge, are dynamically combined to represent the learner behavior. This has the advantage to offer a closely fine prediction of the mastery degree and the acquisition level of each element of the taught knowledge.
Keywords :
Boolean algebra; computer aided instruction; knowledge representation; problem solving; Boolean reduction problem solving; acquisition level; algebra virtual laboratory; complex knowledge entities; human cognitive activity; human memory structures; knowledge modeling; knowledge representation model; learner behavior; mastery degree; memory subsystems; psychology theories; Algebra; Computer science; Education; Humans; Knowledge representation; Laboratories; Object oriented modeling; Problem-solving; Psychology; Software;
Conference_Titel :
Information Technology: Research and Education, 2004. ITRE 2004. 2nd International Conference on
Print_ISBN :
0-7803-8625-6
DOI :
10.1109/ITRE.2004.1393666