Evidential cognitive maps

Authors:
Bingyi Kang;Yong Deng;Rehan Sadiq;Sankaran Mahadevan
Affiliations:
School of Computer and Information Science, Southwest University, Chongqing 400715, China;School of Computer and Information Science, Southwest University, Chongqing 400715, China and School of Engineering, Vanderbilt University, Nashville, TN 37235, USA;School of Engineering, University of British Columbia Okanagan, 3333 University Way, Kelowna, BC, Canada V1V 1V7;School of Engineering, Vanderbilt University, Nashville, TN 37235, USA
Venue:
Knowledge-Based Systems
Year:
2012

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Abstract

In order to handle uncertain information, this paper proposes evidential cognitive maps (ECMs), similar to the fuzzy cognitive maps (FCMs). ECMs are uncertain-graph structures for representing causal reasoning through the combination of cognitive maps and Dempster Shafer evidence theory. The framework of ECMs is developed in detail and an application to socio-economic model is used to illustrate the application of the proposed methodology.