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Network Role Mining and Analysis
Derek Doran
出版
Springer
, 2017-03-20
主題
Computers / Data Science / Data Analytics
Science / System Theory
Mathematics / Applied
Business & Economics / Industries / Computers & Information Technology
Psychology / Personality
Computers / Information Technology
Science / Physics / Mathematical & Computational
Business & Economics / Business Mathematics
ISBN
3319538861
9783319538860
URL
http://books.google.com.hk/books?id=2IltDgAAQBAJ&hl=&source=gbs_api
EBook
SAMPLE
註釋
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.