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Network Role Mining and Analysis
Derek Doran
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Description for Network Role Mining and Analysis
paperback. Series: SpringerBriefs in Complexity. Num Pages: 101 pages, 8 black & white illustrations, 8 colour illustrations, biography. BIC Classification: JMS; KJQ; PBW; PHU. Category: (P) Professional & Vocational. Dimension: 235 x 155. .
This brief presents readers with a summary of classic, modern, and state-of-the-art methods for discovering the roles of entities in networks (including social networks) that range from small to large-scale. It classifies methods by their mathematical underpinning, whether they are driven by implications about entity behaviors in system, or if they are purely data driven. The brief also discusses when and how each method should be applied, and discusses some outstanding challenges toward the development of future role mining methods of each type.
This brief presents readers with a summary of classic, modern, and state-of-the-art methods for discovering the roles of entities in networks (including social networks) that range from small to large-scale. It classifies methods by their mathematical underpinning, whether they are driven by implications about entity behaviors in system, or if they are purely data driven. The brief also discusses when and how each method should be applied, and discusses some outstanding challenges toward the development of future role mining methods of each type.
Product Details
Format
Paperback
Publication date
2017
Publisher
Springer International Publishing AG Switzerland
Number of pages
101
Condition
New
Series
SpringerBriefs in Complexity
Number of Pages
101
Place of Publication
Cham, Switzerland
ISBN
9783319538853
SKU
V9783319538853
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Derek Doran
Derek Doran is an Assistant Professor in the Department of Computer Science and Engineering at Wright State University in Dayton, OH. His research interests are in analyzing, modeling, and making sense of data generated from complex systems by their relational structure, with an emphasis on web, social, and geospatial systems. His publications on large-scale network analysis, social media mining, and ... Read more
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