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  • 标题:Granularity-Based User-Centric Multi-Strategies and Application in Knowledge Retrieval
  • 本地全文:下载
  • 作者:Sun, Lin ; Zhong, Ning ; Xu, Jiucheng
  • 期刊名称:Journal of Computers
  • 印刷版ISSN:1796-203X
  • 出版年度:2013
  • 卷号:8
  • 期号:8
  • 页码:2101-2109
  • DOI:10.4304/jcp.8.8.2101-2109
  • 语种:English
  • 出版社:Academy Publisher
  • 摘要:Granular computing is a general computing paradigm of problem solving for effectively using granules in problem solving. From the viewpoint of granularity, this paper presents a new granular computing data cycle model in which information granule construction, granular space, information granule operations, and knowledge acquisition approach are proposed respectively. To do a more user oriented way, a multi-strategies model, namely, Base-Level learning strategy, user interest retention strategy, and starting point strategy, introduces to unify search and reasoning for effective problem solving. Then, we discuss granularity-based unification using three strategies mentioned above and show three-levels of granularity from human problem solving to a wide variety of user needs satisfied. Furthermore, on the basis of user-centric multi-strategies and granular information processing, we develop a conceptual framework of granularity-based knowledge retrieval model, which enlarges the application areas of granular computing.
  • 关键词:granular computing;information granule;granularity;multi-strategies;knowledge retrieval
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