Fuzzy cognitive mapping: Applications in education

Fostering conceptual and cognitive change in learners can be difficult. Students often come to a learning situation with robust, implicit understandings 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...

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Veröffentlicht in:International journal of intelligent systems 2000-01, Vol.15 (1), p.1-25
Hauptverfasser: Cole, Jason R., Persichitte, Kay A.
Format: Artikel
Sprache:eng
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Zusammenfassung:Fostering conceptual and cognitive change in learners can be difficult. Students often come to a learning situation with robust, implicit understandings of the material under study. One explanation for the implicit nature of these understandings is a lack of metaknowledge about the knowledge to be acquired. Helping learners create metaknowledge may free paths to conceptual change. This paper proposes the use of fuzzy cognitive maps (FCMs) as a tool for creating metaknowledge and exploring hidden implications of a learner's understanding. Two specific educational applications of FCMs are explored in detail and recommendations are included for further investigations within educational contexts. ©2000 John Wiley & Sons, Inc.
ISSN:0884-8173
1098-111X
DOI:10.1002/(SICI)1098-111X(200001)15:1<1::AID-INT1>3.0.CO;2-V