文献类型：期刊文献

英文题名：Survey of research directions in fuzzy cognitive map

作者：Ma, Nan[1]; Zhai, Yun[2]; Yang, Bingru[3]

通讯作者：Ma, Nan

机构：[1] College of Information Technology, Beijing Union University, Beijing, China; [2] E-Government Research Center, Chinese Academy of Governance, Beijing, China; [3] School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China

第一机构：北京联合大学智慧城市学院

年份：2014

卷号：18

期号：9

起止页码：277-283

外文期刊名：Computer Modelling and New Technologies

收录：EI(收录号：20150500473785)

语种：英文

外文关键词：Classification (of information) - Data mining - Database systems - Fuzzy rules - Learning systems

摘要：Fuzzy Cognitive Map as a generally recognized intelligent tool has been widely used in the data mining and the machine leaning fields. This paper reviewed the present research situation of Fuzzy Cognitive Map at home and abroad in recent years. Firstly, it reviewed the development progress of Fuzzy Cognitive Map with its advantage over other fuzzy learning methods, followed by the research papers indexed by EI database, ACM database and the SCI database. Then it summarized the classification and the learning methods of Fuzzy Cognitive Map. Furthermore, the applications of Fuzzy Cognitive Map are analysed finally. We hope our work help the people to have a general understanding and push the Fuzzy Cognitive Map forward.