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
         
        
        
        
        
        
            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;
         
        
        
        
            Conference_Titel : 
Cognitive Infocommunications (CogInfoCom), 2014 5th IEEE Conference on
         
        
            Conference_Location : 
Vietri sul Mare
         
        
        
            DOI : 
10.1109/CogInfoCom.2014.7020503