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ASME Press Select Proceedings
Intelligent Engineering Systems Through Artificial Neural Networks, Volume 17
Editor
ISBN-10:
0791802655
No. of Pages:
650
Publisher:
ASME Press
Publication date:
2007
eBook Chapter
54 Knowledge Consolidation in Social Network Data Mining
By
Suseela T. Sarasamma
Northrop Grumman Mission Systems , Bellevue, NE 68123 , USA . suseela_ts@yahoo.com
,
Suseela T. Sarasamma
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Premchand S. Nair
Computer Science Department, Creighton University , Omaha, NE 68178 , USA . psnair@creighton.edu
Premchand S. Nair
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Page Count:
6
-
Published:2007
Citation
Sarasamma, ST, & Nair, PS. "Knowledge Consolidation in Social Network Data Mining." Intelligent Engineering Systems Through Artificial Neural Networks, Volume 17. Ed. Dagli, CH. ASME Press, 2007.
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The information revolution has enabled us to acquire vast amount of data on any topic in any domain, hidden in email messages, web logs, technical papers, analyst's reports and so on. Exploitation of such data in harnessing relevant information for analysis and decision making needs to be automated. The facts and their inter-relationships can be represented as a graph. Techniques from Social Network Analysis (SNA) are used in this context. SNA models relations that exist among entities such as people, events, and organizations. The underlying graph can be quite complex even for simple applications. We propose a fuzzy theoretical approach...
Abstract
I. Introduction
II. Fuzzy Graphs
III. Consolidation Operator
IV Measure of Influence
Conclusion
References
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