Recommending targeted strangers from whom to solicit information on social media

International Conference on Intelligent User Interfaces, Proceedings IUI

Volumn , Issue , 2013, Pages 37-47

  Mahmud, Jalal ^a   Zhou, Michelle X ^a   Megiddo, Nimrod ^a   Nichols, Jeffrey ^a   Drews, Clemens ^a  

^a IBM ALMADEN RESEARCH CENTER   (United States)

Author keywords

Personality; Response rate; Social media; Willingness

Indexed keywords

INFORMATION COLLECTIONS; PERSONALITY; RECOMMENDATION ALGORITHMS; RESPONSE RATE; SOCIAL BEHAVIOR; SOCIAL INTERACTIONS; SOCIAL MEDIA; WILLINGNESS;

SURVEYS;

EID: 84875832873     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2449396.2449403     Document Type: Conference Paper

References (41)

1. WarriorForum - Internet Marketing Forums, http://www.warriorforum.com/
2. Slickdeals, http://slickdeals.net/forums/forumdisplay.php?f=19
3. Quora, http://www.quora.com/
4. Yahoo Answers, http://www.answers.yahoo.com
5. Facebook Questions, http://www.facebook.com
6. WEKA. http://www.cs.waikato.ac.nz/ml/weka/
7. Crowdflower. http://crowdflower.com/
8. Avrahami, D. and Hudson, Scott E. 2006. Responsiveness in Instant Messaging: Predictive Models Supporting Inter-Personal Communication, In Proc. CHI 2006.
9. Begole, J., Tang, J.C., Smith, R.E., and Yankelovich, N. 2002. Work rhythms: Analyzing visualizations of awareness histories of distributed groups. In Proc. CSCW'02.
10. Bouguessa, M. Dumoulin, B., and Wang, S. 2008. Identifying authoritative actions in question-answering forums: the case of Yahoo! answers: In Proc. KDD 2008.
11. Boyd, D. Golder, S., Lotan, G. 2010. Tweet, Tweet, Retweet: Conversational Aspects of Retweeting on Twitter. In Proc. HICSS 2010.
12. Chakrabarti, D., Punera, K.2011., Event Summarization using Tweets, In Proc. ICWSM 2011.
13. Cheng, Z., Caverlee, J., and Lee, K.2010. You Are Where You Tweet: A Content-Based Approach to Geo-locating Twitter Users. In Proc. CIKM 2010.
14. Castillo, C., Mendoza, M., and Poblete, B. 2011, Information Credibility on Twitter. In Proc. WWW 2011.
15. Costa, P.T., Jr. & McCrae, R.R. 1992. Revised NEO Personality Inventory (NEO-PI-R) and NEO Five-Factor Inventory (NEO-FFI) manual. Odessa, FL: Psychological Assessment Resources.
16. Fast, Lisa A.; Funder, David C. 2008., Personality as manifest in word use: Correlations with self-report, acquaintance report, and behavior. Journal of Personality and Social Psychology, Vol 94(2), 2008.
17. Gazan, R (2011). Social Q&A. J. of the Amer. Soc. for Info Science & Technology, 62(12), 2301-2312.
18. Gill, A.J., Nowson, S., Oberlander, J. 2009. What Are They Blogging About? Personality, Topic and Motivation in Blogs, In Proc. ICWSM 2009.
19. Golbeck, J. Robles, C., Edmondson, M., Turner, K. 2011. Predicting Personality from Twitter. In Proc. IEEE Social-Com.
20. Guo, J., Xu, S., Bao, S., and Yu, Y. 2008. Tapping on the potential of Q&A community by recommending answer providers. In Proc. CIKM 2008.
21. Hirsh, J.B. and Peterson, J.B., 2009, Personality and language use in self-narratives Journal of Research in Personality.
22. Lee, K., Eoff, B.D. and Caverlee, J.2011. Seven months with the devils: A long term study of content polluters on Twitter. In Proc. ICWSM 2011.
23. Liu, X., Croft, W. B., and Koll, M.2005. Finding experts in community-based question-answering services, In Proc. CIKM'05, 315-316.
24. Jurczyk, P., and Agichtein, E., 2007, Discovering authorities in question-answering communities by using link analysis. In Proc. CIKM 2007.
25. Mairesse, F., Walker, M. 2006. Words Mark the Nerds: Computational Models of Personality Recognition through Language, In Proc. of CogSci 2006.
26. Morris, M., Teevan, J., and Panovich, K. 2010. What Do People Ask Their Social Networks, and Why? A Survey Study of Status Message Q&A Behavior. In Proc. CHI, 2010.
27. Nichols, Jeffrey, Kang, Jeon-Hyung, 2012, Asking Questions of Targeted Strangers on Social Networks, In Proc. CSCW2012.
28. Nichols, J., Mahmud, J., Drews, C., 2012, Summarizing Sporting Events from Twitter., In Proc. IUI2012.
29. Norman, W. T. 1963. Toward an adequate taxonomy of personality attributes: replicated factor structure in peer nomination personality rating. Journal of Abnormal and social Psychology, 66:574-583.
30. O'Brien, T. and DeLongis, A. The interactional context of problem-, emotion-, and relationship-focused coping: The role of the big five personality factors. Journal of personality, 64(4):775-813, 1996.
31. Pal, A., Farzan, R., Konstan, Joseph A. and Kraut, Robert E, 2011, Early Detection of Potential Experts in Question Answering Communities, In Proc. UMAP 2011.
32. Paul, S.A., Hong, L., and Chi, E.H., 2011. "Is Twitter a Good Place for Asking Questions? A Characterization Study", In Proc. ICWSM'11 Posters.
33. Pennacchiotti, M., Popescu, A.M. 2011. A Machine Learning Approach to Twitter User Classification, In Proc. ICWSM 2011.
34. Pennebaker, J.W., Francis, M.E., Booth, R.J., 2001, Linguistic Inquiry and Word Count. Erlbaum Publishers, Mahwah, NJ.
35. Rao, D., Yarowsky, D., Shreevats, A., Gupta, M. 2010, Classifying Latent User Attributes in Twitter, In Proc. of SMUC'10.
36. Sakaki, T., Okazaki, M., Matsuo, Y. 2010, Earthquake shakes twitter users: real-time event detection by social sensors, In Proc. of WWW 2010.
37. Tausczik, Yla R. and Pennebaker, James W, 2010. The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods, In. Journal of Language and Social Psychology 29(1) 24-54
38. Teevan, J., Morris, M., and Panovich, K. 2011. Factors Affecting Response Quantity, Quality, and Speed for Questions Asked via Social Network Status Messages. In Proc. ICWSM 2011.
39. Yarkoni, Tal. 2010. Personality in 100,000 words: A large-scale analysis of personality and word usage among bloggers. Journal of Research in Personality.
40. Zhang, J., Ackerman, M. S., and Adamic, L. 2007. Expertise networks in online communities: structure and algorithms. In Proc. WWW, 2007.
41. Zhou, Y., Cong, Z., Cui, B., Jensen, C.S., and Yao, J. Routing Questions to the Right Users in Online Communities. In Proc. ICDE 2009.