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Actor Centrality Correlates to Project based Coordination Liaquat Hossain, Ph.D. Knowledge Management Research Lab Email: lhossain@it.usyd.edu.au
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction to Social Networks
Social Network Analysis ,[object Object],[object Object]
Growth of Social Networks ,[object Object],Source: Otte & Rousseau (2002)
Distribution of Social Network Research
At the Beginning of the Hype Curve Source: IBM (2005)
Visualising & Interpreting Social Networks
Collaboration Network Source: Otte & Rousseau (2002)
Sexual relations Colorado Spring data By Gender (Morris, Moody et al.) Male Female
Social Network Data Collection & Analysis
Whole or Sociocentric Approach ,[object Object],[object Object],[object Object]
An Adjacency Matrix - 0 0 0 0 3 3 0 0 0 Fetch 0 - 0 0 0 3 0 1 0 0 Fiona 0 0 - 0 0 3 3 0 0 0 Daren 0 2 0 - 0 3 0 2 3 0 Will 0 0 0 0 - 3 3 0 0 0 Winnie 0 2 0 0 0 - 0 0 1 0 Carl 0 0 3 0 0 3 - 0 0 0 Jacky 0 0 1 0 2 0 0 - 0 1 Smith 0 0 0 1 1 0 0 0 - 0 Ken 3 2 0 0 0 3 0 0 0 - John Fetch Fiona Daren Will Winnie Carl Jacky Smith Ken John Seeks advice from
Sociocentric Network Approach ,[object Object],[object Object],[object Object],[object Object],[object Object]
Egocentric Network Approach (..cont) ,[object Object],[object Object],[object Object],[object Object],[object Object],Ego
Egocentric Network Approach (..cont) ,[object Object],[object Object],[object Object]
Enron Email Communication Corpus
Introduction to Enron Dataset ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Enron Email Corpus versions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Visualisation of Enron Communication Network 1997-2002
Preliminary Results of Enron Communication Network (1997-98)
Preliminary Results of Enron Communication Network (1999)
Preliminary Results of Enron Communication Network (2000)
Preliminary Results of Enron Communication Network (2001)
Preliminary Results of Enron Communication Network (2002)
Research Framework
Methodology summary ,[object Object],[object Object],[object Object],[object Object],[object Object]
Text Mining for Coordination
Key Phrase Extraction
Calculating Coordination Weights
Text Mining and Coordination Score ,[object Object]
Social Network Matrices and Centrality ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],UCINET 6 Output of Closeness
Project Based Coordination Results ,[object Object],The coordination and centrality scores are ranked. 6 of the 8 cases ranked equally.
Organisational Position and Coordination Employee title and role, along with coordination and centrality scores.
Mapping average coordination against position in organisational hierarchy
Results Summary

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