Network Role Mining and Analysis

Network Role Mining and Analysis /

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 implica...

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Bibliographic Details
Main Author: Doran, Derek (Author)
Format: Electronic eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
Series:SpringerBriefs in complexity.
Subjects:
Big data.
Computer science.
Data mining.
Personality.
Social psychology.
System theory.
Computer Science.
Applications of Graph Theory and Complex Networks.
Big Data/Analytics.
Complex Systems.
Data Mining and Knowledge Discovery.
Personality and Social Psychology.
Online Access:Connect to this title online
Table of Contents:
  • Network Role Mining and Analysis: An Overview
  • Implied Role Mining
  • Equivalence-Based Role Mining
  • Deterministic Blockmodeling
  • Stochastic Blockmodeling
  • Advanced Computational Methods
  • Concluding Remarks.

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