Title :
Efficient Fuzzy Cognitive Modeling for Unstructured Information
Author :
Wong, Kok Wai ; Gedeon, Tamás D. ; Kóczy, László T.
Author_Institution :
Murdoch Univ., Perth
Abstract :
This paper presents an efficient fuzzy cognitive modeling which can handle granulation, organisation and causation. This cognitive modeling technique consists of multiple levels where the lowest level includes details required to make a decision or to transfer to the next stage. This fuzzy cognitive modeling will enhance the usability of fuzzy theory in modeling complex systems as well as facilitating complex decision making process based on ill structured or missing information or data.
Keywords :
cognition; data analysis; decision making; fuzzy set theory; decision making process; fuzzy cognitive modeling; fuzzy set theory; unstructured information; Artificial intelligence; Decision making; Fuzzy cognitive maps; Fuzzy systems; Humans; Information systems; Intelligent systems; Machine intelligence; Power system modeling; Usability;
Conference_Titel :
Fuzzy Systems, 2006 IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9488-7
DOI :
10.1109/FUZZY.2006.1681737
