Expert recommendation via semantic social networks;Recommandation experte via les réseaux sociaux sémantiques

ICIS 2008 Proceedings - Twenty Ninth International Conference on Information Systems

Volumn , Issue , 2008, Pages

  Hu, Daning ^a   Leon Zhao, J ^a  

^a UNIVERSITY OF ARIZONA   (United States)

Author keywords

Expert recommendation; Open source community; Semantic; Social network analysis

Indexed keywords

EXPERT RECOMMENDATIONS; HOMOPHILY; LINK PREDICTION; LOGISTIC ANALYSIS; OPEN SOURCE COMMUNITIES; SEMANTIC INFORMATION; SEMANTIC SOCIAL NETWORKS; SOCIAL NETWORK ANALYSIS; SOCIAL NETWORKS;

INFORMATION SYSTEMS; RECOMMENDER SYSTEMS; SEMANTICS;

SOCIAL NETWORKING (ONLINE);

EID: 84870968260     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (39)

1. Albert, R., and Barabasi, A.L. "Statistical mechanics of complex networks, " Reviews of Modern Physics (74:1), Jan 2002, pp 47-97.
2. Albert, R., Jeong, H., and Barabasi, A.L. "Internet-Diameter of the World-Wide Web, " Nature (401:6749) 1999, pp 130-131.
3. Bagozzi, R.P., and Dholakia, U.M. "Open source software user communities: A study of participation in Linux user groups, " Management Science (52:7), Jul 2006, pp 1099-1115.
4. Barabasi, A.-L., and Alert, R. "Emergence of Scaling in Random Networks, " Science (286:5439) 1999, pp 509-512.
5. Beckman, C.M., Haunschild, P.R., and Phillips, D.J. "Friends or Strangers? Firm-Specific Uncertainty, Market Uncertainty, and Network Partner Selection, " ORGANIZATION SCIENCE (15:3), May 1, 2004 2004, pp 259-275.
6. Bergquist, M., and Ljungberg, J. "The power of gifts: organizing social relationships in open source communities, " Information Systems Journal (11:4) 2001, pp 305-320.
7. Boissevain, J. Friends of Friends: Networks, Manipulators and Coalitions Oxford: Blackwell, 1974.
8. Coleman, J.S. Foundations of Social Theory Harvard University Press, Cambridge, MA, 1990.
9. Crowston, K., and Howison, J. "The social structure of open source software development teams, " OASIS 2003 Workshop (IFIP 8.2 WG) 2003.
10. Daning, H., Sid, K., and Hsinchun, C. "Identifying Significant Facilitators of Dark Network Evolution, " (Forthcoming) Journal of the American Society for Information Science and Technology) 2008.
11. David, W.M. "Recommending collaboration with social networks: a comparative evaluation, " in: Proceedings of the SIGCHI conference on Human factors in computing systems, ACM, Ft. Lauderdale, Florida, USA, 2003.
12. David, W.M., and Mark, S.A. "Expertise recommender: a flexible recommendation system and architecture, " in: Proceedings of the 2000 ACM conference on Computer supported cooperative work, ACM, Philadelphia, Pennsylvania, United States, 2000.
13. Ducheneaut, N. "Socialization in an Open Source Software Community: A Socio-Technical Analysis, " Computer Supported Cooperative Work (CSCW) (14:4) 2005, pp 323-368.
14. Erdos, P., and Renyi, A. "On the evolution of random graphs, " Publ. Math. Inst. Hung. Acad. Sci. (5) 1960, pp 17-61.
15. Freeman, L.C. "Centrality in Social Networks: Conceptual Clarification, " Social Networks (1) 1979, pp 215-240.
16. Grewal, R., Lilien, G.L., and Mallapragada, G. "Location, location, location: How network embeddedness affects project success in open source systems, " Management Science (52:7), Jul 2006, pp 1043-1056.
17. Henry, K., Bart, S., and Mehul, S. "Referral Web: combining social networks and collaborative filtering, " Commun. ACM (40:3) 1997, pp 63-65.
18. Jin, X., Yongqin, G., Scott, C., and Gregory, M. "A Topological Analysis of the Open Souce Software Development Community, " in: Proceedings of the Proceedings of the 38th Annual Hawaii International Conference on System Sciences (HICSS'05)-Track 7-Volume 07, IEEE Computer Society, 2005.
19. Jun, Z., and Mark, S.A. "Searching for expertise in social networks: a simulation of potential strategies, " in: Proceedings of the 2005 international ACM SIGGROUP conference on Supporting group work, ACM, Sanibel Island, Florida, USA, 2005.
20. Koch, S., and Schneider, G. "Effort, co-operation and co-ordination in an F/OSS software project: GNOME, " Information Systems Journal (12:1) 2002, pp 27-42.
21. Kossinets, G., and Watts, D.J. "Empirical Analysis of an Evolving Social Network, " Science (311:5757), JAN 6 2006, pp 88-90.
22. Leenders, R.T.A.J. "Evolution of Friendship and Best Friendship Choices, " Journal of Mathematical Sociology (21:1-2) 1996, pp 133-148.
23. Leonard, N.F. "Yenta: a multi-agent, referral-based matchmaking system, " in: Proceedings of the first international conference on Autonomous agents, ACM, Marina del Rey, California, United States, 1997.
24. Madey, G., Freeh, V., and Tynan, R. "The Open Source Software Development Phenomenon: An Analysis Based on Social Network Theory, " AMCIS, Dallas, TX, 2002, pp. 1806-1813.
25. McFadden, D. "Econometric Models for Probabilistic Choice Among Products, " The Journal of Business (53:3) 1980, pp S13-S29.
26. McFadden, D., and Zarembka, P. "Conditional Logit Analysis of Qualitative Choice Behavior, " in: Frontiers in econometrics, Academic Press, 1974, pp. 105-142.
27. McPherson, M., Smith-Lovin, L., and Cook, J.M. "Birds of a Feather: Homophily in Social Networks, " Annual Review of Sociology (27) 2001, pp 415-444.
28. Nerkar, A., and Paruchuri, S. "Evolution of R&D Capabilities: The Role of Knowledge Networks Within a Firm, " Management Science (51:5) 2005, pp 771-785.
29. Newman, M.E.J. "Scientific collaboration networks. I. Network Construction and fundamental results, " Physical Review E (64) 2001a, p 06131.
30. Newman, M.E.J. "The Structure of Scientific Collaboration Networks, " Proceedings of the National Academy of Sciences of the United States of America (PNAS) (98:2), JAN 16 2001b, pp 404-409.
31. Powell, W.W., White, D.R., Koput, K.W., and Owen-Smith, J. "Network dynamics and field evolution: The growth of interorganizational collaboration in the life sciences, " American Journal of Sociology (110:4), Jan 2005, pp 1132-1205.
32. Roberts, J.A., Hann, I.H., and Slaughter, S.A. "Understanding the motivations, participation, and performance of open source software developers: A longitudinal study of the Apache projects, " Management Science (52:7), Jul 2006, pp 984-999.
33. Robertsa, J., Hann, I.-H., and Slaughter, S. "Communication Networks in an Open Source Software Project, " in: Open Source Systems, 2006, pp. 297-306.
34. Snijders, T.A.B. "The Statistical Evaluation of Social Network Dynamics, " in: Sociological Methodology, M.E. Sobel and M.P. Becker (eds.), Basil Blackwell, London, 2001.
35. von Krogh, G., Spaeth, S., and Lakhani, K.R. "Community, joining, and specialization in open source software innovation: a case study, " Research Policy (32:7), Jul 2003, pp 1217-1241.
36. Wagstrom, P., Herbsleb, J., and Carley, K. "A social network approach to free/open source software simulation, " First International Conference on Open Source Systems, 2005, pp. 16-23.
37. Wasserman, S., and Faust, K. Social Network Analysis: Methods and Applications Cambridge University Press, Cambridge, 1994.
38. Watts, D.J., and Strogatz, S.H. "Collective Dynamics of 'Small-World' Networks, " Nature (393) 1998, pp 440-442.
39. Yutaka, Y., Makoto, Y., Takeshi, S., and Toru, I. "Collaboration with Lean Media: how open-source software succeeds, " in: Proceedings of the 2000 ACM conference on Computer supported cooperative work, ACM, Philadelphia, Pennsylvania, United States, 2000.