Analysis of cognitive social and knowledge networks from electronic communication

Nishith Pathak, Sandeep Mane, Jaideep Srivastava

Research output: Contribution to journalArticle

Abstract

This paper explains the classical social network analysis and discusses how computer networks effect a shift in constructing social networks. The paper then concentrates on analyzing cognitive aspects of a social network, explaining a simple but scalable approach for modeling a socio-cognitive network. Novel measures using such a socio-cognitive network model are defined and applications of such measures to extract useful information is illustrated on the Enron email dataset. The paper then describes a Dempster-Schafer theory based approach towards modeling a cognitive knowledge network and uses the Enron email dataset to illustrate how the proposed model can be used to capture actors' perceptions in a knowledge network. The paper concludes with a summary of the proposed models and a discussion on new research directions that can arise due to such cognitive analyses of electronic communication data.

Original languageEnglish
Pages (from-to)87-120
Number of pages34
JournalInternational Journal of Semantic Computing
Volume1
Issue number1
DOIs
Publication statusPublished - 1 Mar 2007
Externally publishedYes

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Keywords

  • knowledge networks
  • knowledge representation
  • Social network analysis
  • socio-cognitive analysis

ASJC Scopus subject areas

  • Software
  • Information Systems
  • Linguistics and Language
  • Computer Science Applications
  • Computer Networks and Communications
  • Artificial Intelligence

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