Social Networks with Rich Edge Semantics / / Quan Zheng, David Skillicorn.

"Social Networks with Rich Edge Semantics 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 n...

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Bibliographic Details
Superior document:Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
VerfasserIn:
TeilnehmendeR:
Place / Publishing House:Boca Raton, FL : : CRC Press,, [2017]
©2017
Year of Publication:2017
Edition:First edition.
Language:English
Series:Chapman & Hall/CRC data mining and knowledge discovery series.
Physical Description:1 online resource (210 pages) :; illustrations, tables.
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Table of Contents:
  • chapter 1 introduction
  • chapter 2 the core model
  • chapter 3 background
  • chapter 4 modelling relationships of different types
  • chapter 5 modelling asymmetric relationships
  • chapter 6 modelling asymmetric relationships with multiple types
  • chapter 7 modelling relationships that change over time
  • chapter 8 modelling positive and negative relationships
  • chapter 9 signed graph-based semi-supervised learning
  • chapter 10 combining directed and signed embeddings
  • chapter 11 summary.