Predicting the Importance of Newsfeed Posts and Social Network Friends

Proceedings of the 24th AAAI Conference on Artificial Intelligence, AAAI 2010

Volumn , Issue , 2010, Pages 1419-1424

  Paek, Tim ^a   Gamon, Michael ^a   Counts, Scott ^a   Chickering, David Maxwell ^a   Dhesi, Aman ^b  

^a MICROSOFT RESEARCH   (United States)

^b INDIAN INSTITUTE OF TECHNOLOGY KANPUR   (India)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION);

BACKGROUND INFORMATION; ERROR REDUCTION; FACEBOOK; MEDIA PROPERTIES; NEWSFEEDS; SETS OF FEATURES; SOCIAL MEDIA; SOCIAL-NETWORKING; STATUS UPDATES;

SOCIAL NETWORKING (ONLINE);

EID: 85167396226     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Balter, O., & Sidner, C. (2002). Bifrost Inbox Organizer: Giving users control over the inbox. In Proc. Nordic CHI 2002, ACM Press.
2. Burke, M., Marlow, C., and Lento, T. (2009). Feed me: Motivating newcomer contribution in social network sites. In Proc. CHI 09, ACM Press.
3. Gilbert, E., & Karahalios, K. (2009). Predicting Tie Strength with Social Media. In, ACM Press. Granovetter, M. (1973). The Strength of Weak Ties. American Journal of Sociology, 78 (6), pp. 1360-1380.
4. Horvitz, E., Jacobs, A., and Hovel, D. (1999). Attention-Sensitive Alerting. In Proc. UAI-99, 305-313.
5. Joachims, T. (1998): Text Categorization with Support Vector Machines: Learning with Many Relevant Features. In Proc. of ECML-1998, 137-142.
6. Joachims, T. (2002). Learning to Classify Text Using Support Vector Machines: Methods, Theory, and Algorithms. Kluwer/Springer.
7. Lockerd, A. (2002). Understanding Implicit Social Context in Electronic Communication published Dec. 15, 2009.
8. Neustadter, C., Brush, A., Smith, M., & Fisher, D. (2005). The Social Network and Relationship Finder: Social Sorting for Email Triage. In Proc. CEAS 2005.
9. Pennebaker, J. D, Chung, C. K., Ireland, M., Gonzales A., and Booth, R. J. (2007). The LIWC2007 Application. http://www.liwc.net/liwcdescription.php.
10. Platt, J. (1999): Fast training of SVMs using sequential minimal optimization. In: B. Schoelkopf, C. Burges and A. Smola (eds.) Advances in Kernel Methods: Support Vector Learning, MIT Press, Cambridge, MA, 185-208.
11. Tong, S.T., van der Heide, B., Langwell, L., & Walther, J. (2008). Too Much of a Good Thing? The Relationship Between Number of Friends and Interpesonal Impressions on Facebook. J. of Computer-Mediated Communication, 13(3), 531-549.
12. Venolia, G., Dabbish, L., Cadiz. J., & Gupta, A. (2001). Supporting Email Workflow, Microsoft Technical Report TR-2001-88.