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Social Networks with Rich Edge Semantics
Quan Zheng and David Skillicorn
2017
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This book introduces a new mechanism for representing social networks in which pairwise relationships can be drawn from a range of realistic possibilities, including different types of relationships, different strengths in the directions of a pair, positive and negative relationships, and relationships whose intensities change with time. For each possibility, the book shows how to model the social network using spectral embedding. It also shows how to compose the techniques so that multiple edge semantics can be modeled together. The modeling techniques are then applied to a range of datasets to show how they can produce results that are useful in understanding real-world social networks.
This book is made open access as part of the Knowledge Unlatched KU Select 2018: STEM Backlist Books
This book is made open access as part of the Knowledge Unlatched KU Select 2018: STEM Backlist Books
This book is included in DOAB.
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Keywords
- Business & Economics
- BUSINESS & ECONOMICS / Statistics
- Computer science
- Computers
- Computers / Database Management
- COMPUTERS / Database Management / Data Mining
- COMPUTERS / Machine Theory
- Computing & information technology
- Information technology: general issues
- Internet: general works
- KUnlatched
- thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics::UBW Internet: general works
Links
DOI: 10.1201/9781315390628web: https://www.routledge.com/Social-Networks-with-Rich-Edge-Semantics-Open-Access-1st-Edition/Zheng-Skillicorn/p/book/9781138032439
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