Fuzzy cognitive mapping: Applications in education

Citation
Jr. Cole et Ka. Persichitte, Fuzzy cognitive mapping: Applications in education, INT J INTEL, 15(1), 2000, pp. 1-25
Citations number
36
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
ISSN journal
08848173 → ACNP
Volume
15
Issue
1
Year of publication
2000
Pages
1 - 25
Database
ISI
SICI code
0884-8173(200001)15:1<1:FCMAIE>2.0.ZU;2-G
Abstract
Fostering conceptual and cognitive change in learners can be difficult. Stu dents often come to a learning situation with robust, implicit understandin gs of the material under study. One explanation for the implicit nature of these understandings is a lack of metaknowledge about the knowledge to be a cquired. Helping learners create metaknowledge may free paths to conceptual change. This paper proposes the use of fuzzy cognitive maps (FCMs) as a to ol for creating metaknowledge and exploring hidden implications of a learne r's understanding. Two specific educational applications of FCMs an explore d in detail and recommendations are included for further investigations wit hin educational contexts. (C) 2000 John Wiley & Sons, Inc.