Discovering value from community activity on focused question answering sites: A case study of stack overflow

Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Volumn , Issue , 2012, Pages 850-858

  Anderson, Ashton ^a   Huttenlocher, Daniel ^b   Kleinberg, Jon ^b   Leskovec, Jure ^a  

^a STANFORD UNIVERSITY   (United States)

^b Department of Obstetrics Gynecology   (United States)

Author keywords

question answering; reputation; value prediction

Indexed keywords

DEEP KNOWLEDGE; END-PRODUCTS; FUNDAMENTAL UNITS; KNOWLEDGE CREATIONS; QUESTION ANSWERING; QUESTION-ANSWER PAIRS; REPUTATION; REPUTATION MECHANISM; STACK OVERFLOW; TEMPORAL CHARACTERISTICS; VALUE PREDICTION;

DATA MINING;

EID: 84866023444     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2339530.2339665     Document Type: Conference Paper

References (26)

1. L. A. Adamic, J. Zhang, E. Bakshy, and M. S. Ackerman. Knowledge sharing and Yahoo Answers: everyone knows something. WWW, 2008.
2. E. Agichtein, Y. Liu, and J. Bian. Modeling information-seeker satisfaction in community question answering. ACM Trans. Knowl. Discov. Data, 3(2009).
3. A. Anderson, D. Huttenlocher, J. Kleinberg, and J. Leskovec. Effects of user similarity in social media. WSDM, 2012.
4. C. Aperjis, B. A. Huberman, and F. Wu. Human speed-accuracy tradeoffs in search. HICSS, 2011.
5. C. Danescu-Niculescu-Mizil, G. Kossinets, J. Kleinberg, L. Lee. How opinions are received by online communities: a case study on Amazon.com helpfulness votes. WWW, 2009.
6. S. Fortunato, A. Flammini, F. Menczer, A. Vespignani. Topical interests and the mitigation of search engine bias. Proc. Natl. Acad. Sci. USA, 103(34):12684-12689, 2006.
7. R. Guha, R. Kumar, P. Raghavan, and A. Tomkins. Propagation of trust and distrust. WWW, 2004.
8. F. M. Harper, D. Raban, S. Rafaeli, and J. A. Konstan. Predictors of answer quality in online Q&A sites. CHI, 2008.
9. J. Jeon, W. Croft, J. Lee, S. Park. A framework to predict the quality of answers with non-textual features. SIGIR, 2006.
10. P. Jurczyk E. Agichtein. Discovering authorities in question answer communities by using link analysis. CIKM, 2007.
11. R. Kumar, Y. Lifshits, and A. Tomkins. Evolution of two-sided markets. WSDM, 2010.
12. J. Leskovec, D. Huttenlocher, J. Kleinberg. Governance in social media: A case study of the Wikipedia promotion process. ICWSM, 2010.
13. J. Leskovec, D. Huttenlocher, J. Kleinberg. Predicting positive and negative links in online social networks. WWW, 2010.
14. J. Leskovec, D. Huttenlocher, and J. Kleinberg. Signed networks in social media. CHI, 2010.
15. Q. Liu, E. Agichtein, G. Dror, E. Gabrilovich, Y. Maarek, D. Pelleg, I. Szpektor. Predicting web searcher satisfaction with existing community-based answers. SIGIR, 2011.
16. Y. Liu, J. Bian, E. Agichtein. Predicting information seeker satisfaction in community question answering. SIGIR, 2008.
17. K. K. Nam, M. S. Ackerman, and L. A. Adamic. Questions in, knowledge in?: A study of naver's question answering community. CHI, 2009.
18. H. Oktay, B. J. Taylor, and D. Jensen. Causal discovery in social media using Quasi-Experimental designs. SIGKDD Wkshp Soc. Media Analytics, 2010.
19. J. Preece, B. Nonnecke, D. Andrews. The top five reasons for lurking: Improving community experiences for everyone. Computers in Human Behavior, 20(2004).
20. J. Ratkiewicz, S. Fortunato, A. Flammini, F. Menczer, A. Vespignani. Characterizing and modeling the dynamics of online popularity. Phys. Rev. Lett., 105(2010).
21. C. Shah, J. Pomerantz. Evaluating and predicting answer quality in community QA. SIGIR, 2010.
22. G. Szabo and B. A. Huberman. Predicting the popularity of online content. CACM, 53(2010).
23. Y. R. Tausczik and J. W. Pennebaker. Predicting the perceived quality of online mathematics contributions from users' reputations. CHI, 2011.
24. F. Wu and B. A. Huberman. Novelty and collective attention. Proc. Natl. Acad. Sci., 104(45):17599-17601, Nov. 2007.
25. J. Yang, L. Adamic, M. Ackerman. Crowdsourcing and knowledge sharing: Strategic user behavior on taskcn. EC, 2008.
26. J. Zhang, M. Ackerman, L. Adamic. Expertise networks in online communities: Structure and algorithms. WWW, 2007.