DocumentCode :
240210
Title :
A fuzzy cognitive map for simulating hypothesis verification in the conduct of inquiry
Author :
Niskanen, Vesa A.
Author_Institution :
Dept. of Econ. & Manage., Univ. of Helsinki, Helsinki, Finland
fYear :
2014
fDate :
5-7 Nov. 2014
Firstpage :
475
Lastpage :
480
Abstract :
In the quantitative research hypothesis verification is often based on hypothetico-deductive method that is a modification of the bivalent modus tollens reasoning. Since this method only provides a partial resolution, a more general approximate reasoning approach is suggested and it is also simulated with a fuzzy cognitive map. These considerations are carried out from the standpoint of philosophy of science, and thus meta-level resolutions are provided. The results facilitate us in theory formation and model construction as well as are usable in the students´ intelligent learning materials on methodology because we may study this subject matter fluently in a computer environment. These ideas, in turn, may be applied to infocommunications, in particular to e-learning.
Keywords :
cognition; computer aided instruction; fuzzy set theory; inference mechanisms; bivalent modus tollens reasoning; e-learning; fuzzy cognitive map; general approximate reasoning approach; hypothesis verification simulation; hypothetico-deductive method; inquiry conduct; intelligent learning materials; meta-level resolutions; model construction; theory formation; Cognition; Computational modeling; Context; Fuzzy logic; Liquids; Mathematical model; Pragmatics; approximate reasoning; fuzzy cognitive map; hypothesis verification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cognitive Infocommunications (CogInfoCom), 2014 5th IEEE Conference on
Conference_Location :
Vietri sul Mare
Type :
conf
DOI :
10.1109/CogInfoCom.2014.7020503
Filename :
7020503
Link To Document :
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