Social Network Mining@SMU
 
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Mining Interaction Behaviors from Information Exchange Networks


Presentation Slides:
  1. Enron Data Collection and Preprocessing - by Amruta Purandare (April 22, 2009)
  2. Automatic Thread Detection - Algorithm and Evaluation - by Amruta Purandare (April 29, 2009)
  3. Thread Statistics - by Amruta Purandare (May 6, 2009)
  4. User Statistics - by Amruta Purandare (May 27, 2009)
  5. Analysis of Response Time and Employee Roles - by Amruta Purandare (June 17, 2009)
  6. Enron Corp Organization Charts - by Ee-Peng Lim (June 24, 2009)
  7. Visualization - Preliminary Demo - by Amruta Purandare (June 24, 2009)              [Note: Later versions will include search functionality, interactive graphs and reply ordering simulations]
  8. Email Prioritization and Reply Ordering Task - Preliminary Results - by Amruta Purandare (July 1, 2009)
  9. Reply Ordering Experiments and Results - DSO Meeting Presentation by Amruta (July 31, 2009)
  10. Results on User Behavior and Content Features - by Amruta Purandare (Aug 20, 2009)
  11. Weka Output with Decision Trees, Content Feature Files, Updated Slides - by Amruta Purandare (Aug 26, 2009)
  12. DSO Meeting Presentation - by Amruta (Sept 4, 2009)
  13. Paper submitted to SDM 2010 - by Amruta (Oct 9, 2009)
  14. Hypothesis Testing Results - by Amruta (Oct 21, 2009)
  15. Reply Or Not Experiments - by Amruta (Oct 28, 2009)
  16. DSO Meeting Presentation - by Amruta (Nov 11, 2009)


Related Work:
  1. Mining Social Networks for Personalized Email Prioritization, KDD 2009
  2. Behavioral Profiles for Advanced Email Features, WWW 2009
  3. Analysis of Enron Email Threads and Quantification of Employee Responsiveness, TextLink 2007
  4. Who Thinks Who Knows Who? Socio-cognitive Analysis of Email Networks, ICDM 2006
  5. Email Thread Reassembly Using Similarity Matching, CEAS 2006
  6. CC Prediction with Graphical Models, CEAS 2006
  7. Topic and Role Discovery in Social Networks, IJCAI 2005 (longer version from JAIR 2007)
  8. Reply Expectation Prediction for Email Management, CEAS 2005
  9. The Enron Corpus: A New Dataset for Email Classification Research, ECML 2004

External Links:
  1. InBoxer - Anti-Risk Appliance
  2. Enron Corporation Wikipage
  3. CMU Enron Email Dataset
  4. UC Berkley Enron Email Analysis Project
  5. ISI Enron Dataset (includes mysql data files, employee role information, technical report)
 
 
Design Of Behavioral Models
 
 
- Activeness and Responsiveness
  1. Results of Cognitive Model and Mutual Dependency based on Number of Email Model by Byung-Won (September 23, 2009)
  2. Results of Naive Models (Part 2) by Byung-Won (September 21, 2009)
  3. Results of Naive Models (Part 1) by Byung-Won (September 2, 2009)
  4. Responsiveness Index by Byung-Won (August 27, 2009)
  5. Refining Naive Models, based on #Emails, #Recipients, Email Time, Email Size, Email Ordering, and Email Thread by Byung-Won (August 26, 2009)
  6. Results of Naive Models using #Emails, #Recipients, #Recipients in CC, Email Time, and Email Size by Byung-Won (August 19, 2009)
  7. Mutual Dependency and Reply Required Keywords by Byung-Won (August 10, 2009)