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Author:

Sun, Lin (Sun, Lin.) | Zhong, Ning (Zhong, Ning.) | Xu, Jiucheng (Xu, Jiucheng.)

Indexed by:

EI Scopus

Abstract:

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. © 2013 ACADEMY PUBLISHER.

Keyword:

Granulation Information granules Learning systems Granular computing

Author Community:

  • [ 1 ] [Sun, Lin]International WIC Institute, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Sun, Lin]College of Computer and Information Engineering, Henan Normal University, Xinxiang 453007, China
  • [ 3 ] [Zhong, Ning]International WIC Institute, Beijing University of Technology, Beijing 100124, China
  • [ 4 ] [Xu, Jiucheng]College of Computer and Information Engineering, Henan Normal University, Xinxiang 453007, China

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Source :

Journal of Computers (Finland)

ISSN: 1796-203X

Year: 2013

Issue: 8

Volume: 8

Page: 2101-2109

ESI Discipline: COMPUTER SCIENCE;

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 11

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