Multilayer cognitive maps to model problems

This paper presents an approach to build multilayer cognitive maps, and gives an example of utilization. In the modeled of a problem using cognitive maps, it is possible the utilization of several cognitive maps, where each one expresses a different aspect (knowledge) of the problem, but which must be interlinked. That is, a multilayer cognitive map can enrich the modeling of a system, with the flow of information between layers that represent specific knowledge, to derive the behavior of the concepts in a layer from the concepts in other layers. In this work is proposed the conceptualization of a multilayer cognitive map, and is presented its application in order to analyze the emergent properties of Wikipedia.

[1]  M. Furkan Dodurka,et al.  Concept by Concept Learning of Fuzzy Cognitive Maps , 2013, AIAI.

[2]  José Aguilar,et al.  Different dynamic causal relationship approaches for cognitive maps , 2013, Appl. Soft Comput..

[3]  Chrysostomos D. Stylios,et al.  An integrated two-level hierarchical system for decision making in radiation therapy based on fuzzy cognitive maps , 2003, IEEE Transactions on Biomedical Engineering.

[4]  Aguilar Jose,et al.  The FCM Designer Tool , 2010 .

[5]  Jose Aguilar,et al.  Self-organization and emergence phenomena in Wikipedia and free software development using MASOES , 2013 .

[6]  Oswaldo Terán,et al.  A Verification Method for MASOES , 2013, IEEE Transactions on Cybernetics.

[7]  Panagiota Spyridonos,et al.  Brain tumor characterization using the soft computing technique of fuzzy cognitive maps , 2008, Appl. Soft Comput..

[8]  Zahir Irani,et al.  Exploring Fuzzy Cognitive Mapping for IS Evaluation , 2006, Eur. J. Oper. Res..

[9]  Bart Kosko,et al.  Fuzzy Engineering , 1996 .

[10]  M. Quaddus,et al.  Group Decision Support Using Fuzzy Cognitive Maps for Causal Reasoning , 2004 .

[11]  Chrysostomos D. Stylios,et al.  Learning algorithms for fuzzy cognitive maps , 2001, EUSFLAT Conf..

[12]  Jose Aguilar,et al.  A Survey about Fuzzy Cognitive Maps Papers (Invited Paper) , 2005 .

[13]  José Aguilar,et al.  Proposal for a Multiagent Architecture for Self-Organizing Systems (MA-SOS) , 2008, ISI Workshops.

[14]  L. S. Jayashree,et al.  Application of fuzzy cognitive maps in precision agriculture: a case study on coconut yield management of southern India’s Malabar region , 2015, Neural Computing and Applications.

[15]  Bart Kosko,et al.  Fuzzy Cognitive Maps , 1986, Int. J. Man Mach. Stud..

[16]  Jose L. Salmeron,et al.  A Review of Fuzzy Cognitive Maps Research During the Last Decade , 2013, IEEE Transactions on Fuzzy Systems.

[17]  G. G. Stokes.  "J." , 1890, The New Yale Book of Quotations.

[18]  Elpiniki I. Papageorgiou,et al.  Learning Algorithms for Fuzzy Cognitive Maps—A Review Study , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[19]  Aguilar Castro,et al.  Dynamic Random Fuzzy Cognitive Maps , 2011 .

[20]  Jose Aguilar,et al.  A DYNAMIC FUZZY-COGNITIVE-MAP APPROACH BASED ON RANDOM NEURAL NETWORKS , 2003 .