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Information Granules for Intelligent Knowledge Structures
2003 (English)In: Proceedings of the 9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing (RSFDGrC) / [ed] Guoyin Wang, Qing Liu, Yiyu Yao, Andrzej Skowron, Springer, 2003, 405-412Conference paper (Refereed)
Abstract [en]

The premise of this paper is that the acquisition, aggregation, merging and use of information requires some new ideas, tools and techniques which can simplify the construction, analysis and use of what we call ephemeral knowledge structures. Ephemeral knowledge structures are used and constructed by granular agents. Each agent contains its own granular information structure and granular information structures of agents can be combined together. The main concept considered in this paper is an information granule. An information granule is a concise conceptual unit that can be integrated into a larger information infrastructure consisting of other information granules and dependencies between them. The novelty of this paper is that it provides a concise and formal definition of a particular view of information granule and its associated operators, as required in advanced knowledge representation applications.

Series
Lecture Notes in Computer Science, ISSN 0302-9743 ; 2639
National Category
Computer Science
Identifiers
urn:nbn:se:liu:diva-22956 (URN)10.1007/3-540-39205-X_68 (DOI)2326 (Local ID)978-3-540-14040-5 (ISBN)oai:DiVA.org:liu-22956 (OAI)diva2:243269 (DiVA)
Available from2009-10-07 Created:2009-10-07 Last updated:2012-02-13

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Doherty, PatrickLukaszewicz, WitoldSzalas, Andrzej
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The Institute of TechnologyKPLAB - Knowledge Processing Lab
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