Coauthorship networks and academic literature recommendation

Electronic Commerce Research and Applications

Volumn 9, Issue 4, 2010, Pages 323-334

  Hwang, San Yih ^a   Wei, Chih Ping ^b   Liao, Yi Fan ^a  

^a NATIONAL SUN YAT SEN UNIVERSITY   (Taiwan)

^b NATIONAL TSING HUA UNIVERSITY   (Taiwan)

Author keywords

Academic literature; Coauthorship; Hybrid method; Networks; Recommender system; Social networks; Web 2.0

Indexed keywords

ACADEMIC LITERATURE; COAUTHORSHIP; HYBRID METHOD; RECOMMENDER SYSTEMS; SOCIAL NETWORKS; WEB 2.0;

INFORMATION RETRIEVAL SYSTEMS; ONLINE SYSTEMS; SOCIAL NETWORKING (ONLINE);

WORLD WIDE WEB;

EID: 77953685778     PISSN: 15674223     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.elerap.2010.01.001     Document Type: Article

References (57)

1. Acedo F.J., Barroso C., Casanueva C., and Galán J.L. Co-authorship in management and organizational studies: an empirical and network analysis. Journal of Management Studies 43 5 (2006) 957-983
2. Adomavicius G., and Tuzhilin A. Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Transactions on Knowledge and Data Engineering 17 6 (2005) 734-749
3. Ansari A., Essegaier S., and Kohli R. Internet recommender systems. Journal of Marketing Research 37 3 (2000) 67-85
4. Barabasi A.L. Linked: The New Science of Networks. 1st ed. (2002), Basic Books
5. Balabanovic M., and Shoham Y. Fab: content-based, collaborative recommendation. Communications of the ACM 40 3 (1997) 66-72
6. Breese, J., Heckerman, D., and Kadie, C. Empirical analysis of predictive algorithms for collaborative filtering. In Proceedings of the 14th Conference on Uncertainty in Artificial Intelligence (UAI-98), San Francisco, CA, 1998, 43-52.
7. Cacheda, F., and Viña, Á. Experiences retrieving information in the World Wide Web. In Proceedings of the 6th IEEE Symposium on Computers and Communications, Hammamet, Tunisia, 2001, 72-79.
8. Counts, S., and Geraci, J. Incorporating physical co-presence at events into digital social networking. In Proceedings of 2005 International Conference on Human Factors in Computing Systems, Portland, OR, USA, 2005, 1308-1311.
9. Deshpande M., and Karypis G. Selective markov models for predicting web-page accesses. ACM Transactions on Internet Technology 4 2 (2004) 163-184
10. Domingos, P., and Richardson, M. Mining the network value of customers. In Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, 2001, 57-66.
11. Eubank, S., Kumar, V. S., Marathe, M. V., Srinivasan, A., and Wang, N. Structural and algorithmic aspects of massive social networks. In Proceedings of the 15th Annual ACM-SIAM Symposium on Discrete Algorithms, New Orleans, LA, USA, 2004, 718-727.
12. Eveland, D. J., Blanchard, A., Brown, W., and Mattocks, J. The role of "help networks" in facilitating use of CSCW tools. In Proceedings of the Conference on Computer Supported Cooperative Work, Chapel Hill, NC, USA, 1994, 265-274.
13. Goffman C. And what is your Erdös number?. American Mathematical Monthly 76 7 (1969) 791
14. Golbeck, J., and Hendler, J. Accuracy of metrics for inferring trust and reputation in semantic web-based social networks. In Proceedings of 14th International Conference on Knowledge Engineering and Knowledge Management, Northamptonshire, UK, 2004, 116-131.
15. Golbeck J., and Hendler J. Inferring binary trust relationships in web-based social networks. ACM Transactions on Internet Technology 6 4 (2006) 497-529
16. Herlocker J., and Konston J. Content-independent task-focused recommendation. IEEE Internet Computing 5 6 (2001) 40-47
17. Hölscher C., and Strube G. Web search behavior of Internet experts and newbies. International Journal of Computer and Telecommunications Networking 33 1-6 (2000) 337-346
18. Huang Z., Chung W., and Chen H. A graph model for e-commerce recommender systems. Journal of the American Society for Information Science and Technology 55 3 (2004) 259-274
19. Hwang S.Y., and Chuang S.M. Combining article content and web usage for literature recommendation in digital libraries. Online Information Review 28 4 (2004) 260-272
20. Jansen B.J., and Spink A. An analysis of Web searching by European AlltheWeb.com users. Information Processing & Management 41 2 (2005) 361-381
21. Jansen B.J., Spink A., and Saracevic T. Real life, real users, and real needs: a study and analysis of user queries on the web. Information Processing & Management 36 2 (2000) 207-227
22. Jin E.M., Girvan M., and Newman M.E.J. Structure of growing social networks. Physical Review E 64 4 (2001) 046132
23. Kautz H., Selman B., and Shah M. Referral Web: combining social networks and collaborative filtering. Communications of the ACM 40 3 (1997) 63-65
24. Konstan J.A., Miller B.N., Maltz D., Herlocker J.L., Gordon L.R., and Riedl J. GroupLens: applying collaborative filtering to Usenet news. Communications of the ACM 40 3 (1997) 77-87
25. Krulwich B., and Burkey C. The InfoFinder agent: learning user interests through heuristic phrase extraction. IEEE Expert 12 5 (1997) 22-27
26. Kuflik T., Shapira B., and Shoval P. Stereotype-based versus personal-based filtering rules in information filtering systems. Journal of the American Society for Information Science and Technology 54 3 (2003) 243-250
27. Lam, C. SNACK: incorporating social network information in automated collaborative filtering. In Proceedings of the 5th ACM Conference on Electronic Commerce, New York, NY, USA, 2004, 254-255.
28. Lang, K. Newsweeder: Learning to filter Netnews. In Proceedings of the 12th International Conference on Machine Learning, Tahoe City, CA, USA, 1995, 331-339.
29. Lauw H.W., Lim E.P., Tan T.T., and Pang H.H. Mining social network from spatio-temporal events. Computational & Mathematical Organization Theory 11 2 (2005) 97-118
30. Liben-Nowell D., and Kleinberg J. The link-prediction problem for social networks. Journal of the American Society for Information Science and Technology 58 7 (2007) 1019-1031
31. Liu X., Bollen J., and Nelson M.L. Co-authorship networks in the digital library research community. Information Processing and Management 41 (2005) 1462-1480
32. Massa, P., and Avesani, P. Trust-aware collaborative filtering for recommender systems. In Proceedings of International Conference on Cooperative Information Systems, Agia Napa, Cyprus, 2004, 492-508.
33. Matsuo, Y., Tomobe, H., Hasida, K., and Ishizuka, M. Finding social network for trust calculation. In Proceedings of the 16th European Conference on Artificial Intelligence, Valencia, Spain, 2004, 510-514.
34. McDonald, D. W. Recommending collaboration with social networks: A comparative evaluation. In Proceedings of the 2003 ACM International Conference on Human Factors in Computing Systems, Ft. Lauderdale, FL, USA, 2003, 593-600.
35. Mobasher, B., Cooley, R., and Srivastava, J. Creating adaptive web sites through usage-based clustering of URLs. In Proceedings of the IEEE Knowledge and Data Engineering Exchange Workshop, Chicago, IL, USA, 1999, 19-25.
36. Mobasher, B., Dai, H., Luo, T., Sung, Y., and Zhu, J. Integrating Web usage and content mining for more effective personalization. In Proceedings of the International Conference on E-Commerce and Web Technologies, London, UK, 165-176.
37. Mooney, R., and Roy, L. Content-based book recommending using learning for text categorization. In Proceedings of the ACM Conference on Digital Libraries, San Antonio, TX, USA, 2000, 195-204.
38. Myaeng S.H., and Korfhage R.R. Integration of user profiles: models and experiments in information retrieval. Information Processing and Management 26 6 (1990) 719-738
39. Nascimento M.A., Sander J., and Pound J. Analysis of SIGMOD's co-authorship graph. ACM SIGMOD Record 32 3 (2003) 8-10
40. Newman M.E.J. Scientific collaboration networks: I. Network construction and fundamental results. Physical Review E 64 (2001) 016131
41. Newman M.E.J. Clustering and preferential attachment in growing networks. Physical Review E 64 (2001) 025102
42. Newman M.E.J. The structure and function of complex networks. SIAM Review 45 (2003) 167-256
43. Ogata H., Yano Y., Furugori N., and Jin Q. Computer supported social networking for augmenting cooperation. Computer Supported Cooperative Work 10 2 (2001) 189-209
44. Pazzani, M., Muramatsu, J., and Billsus, D. Syskill & Webert: Identifying interesting web sites. In Proceedings of the National Conference on Artificial Intelligence, Portland, Oregon, USA, 1996, 54-61.
45. Pazzani M. A framework for collaborative, content-based and demographic filtering. Artificial Intelligence Review 13 5-6 (1999) 393-408
46. Pitkow, J., and Pirolli, P. Mining longest repeating subsequences to predict world wide web surfing. In Proceedings of the USENIX Symposium on Internet Technologies and Systems, Boulder, Colorado, USA, 1999, 139-150.
47. Richardson, M., Agrawal, R., and Domingos, P. Trust management for the semantic web. In Proceedings of 2nd International Conference on Semantic Web, Sanibel Island, FL, 2003, 351-368.
48. Rucker J., and Polanco M.J. Siteseer: personalized navigation for the Web. Communications of the ACM 40 3 (1997) 73-76
49. Sack, W. Conversation map: A content-based Usenet newsgroup browser. In Proceedings of the 5th International Conference on Intelligent User Interfaces, New Orleans, LA, USA, 2000, 233-240.
50. Sarwar, B. M., Karypis, G., Konstan, J., and Riedl, J. Analysis of recommender algorithms for e-commerce. In Proceedings of the 2nd ACM E-Commerce Conference, Minneapolis, MN, USA, 2000, 158-167.
51. Shepherd M., Duffy J.F., Watters C., and Gugle N. The role of user profiles for news filtering. Journal of the American Society for Information Science and Technology 52 2 (2001) 149-160
52. Srivastava J., Cooley R., Deshpande M., and Tang P. Web usage mining: discovery and applications of usage patterns from web data. SIGKDD Explorations 1 2 (2000) 12-23
53. van der Aalst, W. M. P., and Song, M. Mining social networks: Uncovering interaction patterns in business processes. In Proceedings of the International Conference on Business Process Management, Potsdam, Germany, 2004, 244-260.
54. Yan T.W., Jacobsen M., Garcia-Molina H., and Dayal U. From user access patterns to dynamic hypertext linking. Computer Networks 28 7-11 (1996) 1007-1014
55. Yang, Q., Zhang, H. H., and Li, T. Mining web logs for prediction models in WWW caching and prefetching. In Proceedings of the 7th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, 2001, 473-478.
56. Yu B., Venkatraman M., and Singh M.P. An adaptive social network for information access: theoretical and experimental results. Applied Artificial Intelligence 17 1 (2003) 21-38
57. Ziegler, C., and Lausen, G. Spreading activation models for trust propagation. In Proceedings of IEEE International Conference on e-Technology, e-Commerce, and e-Service, Taipei, Taiwan, 2004.