标题:A Method of User\'s Behavior Obtaining Based on Conditioned Reflex Mechanism
作者:Fei Lu;Zhiyong Liu
作者机构:[Lu, F] School of Control Science and Engineering, Shandong University, Jinan, 250061, China;[ Liu, Z] School of Control Science and Engineering, Shan 更多
通讯作者:Lu, Fei
来源:Journal of information and computational science
出版年:2014
卷:11
期:17
页码:6119-6128
DOI:10.12733/jics20104981
关键词:User\'s Behavior;Conditioned Reflex;Clustering Analysis;Accuracy Evaluation Function;Reinforcement and Elimination
摘要:Imitated by the organisms\' conditioned reflex principle, a new method for obtaining user\'s behavior was proposed. Firstly, statistical clustering algorithm and an algorithm named subspace clustering based on low dimensional clustering and high dimensional verification were constructed, the purpose is to realize the extraction of the possible habit information through the data processing to the collected daily using information to these equipments. After this, a behavior information accuracy evaluation function was designed to realize the reinforcement and elimination of the possible habit information. Then, the accurate behavior information could be obtained after the verification and the test to the acquired possible habit information. At last, the simulation test to the method was done, and the simulation results showed this method was effective.
收录类别:EI;SCOPUS
资源类型:期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84918830469&doi=10.12733%2fjics20104981&partnerID=40&md5=855a0534b696c0e8daa58fb51a417ad6
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