Social network mining from the web

Data Mining Patterns: New Methods and Applications

Volumn , Issue , 2007, Pages 149-175

  Matsuo, Yutaka ^a   Mori, Junichiro ^b   Ishizuka, Mitsuru ^c  

^a Japanese Institute of Advanced Industrial Science and Technology   (Japan)

^b GERMAN RESEARCH CENTER FOR ARTIFICIAL INTELLIGENCE DFKI   (Germany)

^c INSTITUTE OF INDUSTRIAL SCIENCE   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 78049272671     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.4018/978-1-59904-162-9.ch007     Document Type: Chapter

References (66)

1. Adamic, L., Buyukkokten, O., & Adar, E. (2003). Social network caught in the web. First Monday, 8(6).
2. Aleman-Meza, B., Nagarajan, M., Ramakrishnan, C., Sheth, A., Arpinar, I., Ding, L., Kolari, P., Joshi, A., & Finin, T. (2006). Semantic analytics on social networks: Experiences in addressing the problem of conflict of interest detection. In Proceedings of the WWW2006.
3. Anagnostopoulos, A., Broder, A. Z., & Carmel, D. (2005). Sampling search-engine results. In Proceedings of WWW 2005.
4. Bekkerman, R., & McCallum, A. (2005). Disambiguating web appearances of people in a social network. In Proceedings of WWW 2005.
5. Bollegara, D., Matsuo, Y., & Ishizuka, M. (2006). Extracting key phrases to disambiguate personal names on the Web. In Proceedings of ECAI 2006.
6. Brin, S., & Page, L. (1998). The anatomy of a large-scale hypertextual web search engine. In Proceeings of 7th WWW Conf.
7. Cafarella, M., & Etzioni, O. (2005). A search engine for natural language applications. In Proc. WWW2005.
8. Calishain, T., & Dornfest, R. (2003). Google hacks: 100 industrial-strength tips & tools. O'Reilly.
9. Chakrabarti, S. (2002). Mining the web: Discovering knowledge from hypertext data. Morgan Kaufmann.
10. Cimiano, P., Handschuh, S., & Staab, S. (2004). Towards the self-annotating web. In Proceedings of WWW2004.
11. Cimiano, P., Ladwig, G., & Staab, S. (2005). Gimme' the context: Context-driven automatic Semantic annotation with C-PANKOW. In Proceedings of WWW 2005.
12. Cimiano, P., & Staab, S. (2004). Learning by googling. SIGKDD Explorations, 6(2), 24-33.
13. Culotta, A., Bekkerman, R., & McCallum, A. (2004). Extracting social networks and contact information from email and the web. In CEAS-1.
14. Davis, I., & Jr., E. V. Relationship: A vocabulary for describing relationships between people. http://vocab.org/relationship/
15. Faloutsos, C., McCurley, K. S., & Tomkins, A. (2004). Fast discovery of connection subgraphs. In Proceedings of the ACM SIGKDD 2004.
16. Finin, T., Ding, L., & Zou, L. (2005). Social networking on the Semantic Web. The Learning Organization, 12(5), 418-435.
17. Freeman, L. C. (1979). Centrality in social networks: Conceptual clarification. Social Networks, 1, 215-239.
18. Gandon, F., Corby, O., Giboin, A., Gronnier, N., & Guigard, C. (2005). Graph-based inferences in a Semantic web server for the cartography of competencies in a telecom valley. In Proceedings of ISWC05.
19. Getoor, L., Friedman, N., Koller, D., & Taskar, B. (2003). Learning probabilistic models of link structure. Journal of Machine Learning Research, 3, 679-707.
20. Goecks, J., & Mynatt, E. D. (2004). Leveraging social networks for information sharing. In Proceedings of ACM CSCW 2004.
21. Golbeck, J., & Hendler, J. (2004a). Accuracy of metrics for inferring trust and reputation in Semantic web-based social networks. In Proceedings of EKAW 2004.
22. Golbeck, J., & Hendler, J. (2004b). Inferring reputation on the Semantic web. In Proceedings of WWW2004.
23. Golbeck, J., & Hendler, J. (2005). Inferring trust relationships in web-based social networks. ACM Transactions on Internet Technology, 7(1).
24. Golbeck, J., & Parsia, B. (2006). Trust network-based filtering of aggregated claims. International Journal of Metadata, Semantics and Ontologies.
25. Guha, R., & Garg, A. (2004). Disambiguating entities in Web search. TAP project, http://tap.stanford.edu/PeopleSearch.pdf
26. Hanneman, R., & Riddle, M. (2005). Introduction to social network methods. University of California, Riverside.
27. Harada, M., Sato, S., & Kazama, K. (2004). Finding authoritative people from the Web. In Proceedings of the Joint Conference on Digital Libraries (JCDL2004).
28. Haveliwala, T. (2002). Topic-sensitive PageRank. In Proceedings of WWW2002.
29. Jin, Y., Matsuo, Y., & Ishizuka, M. (2006). Extracting a social network among entities by web mining. In Proceedings of the ISWC '06 Workshop on Web Content Mining with Human Language Techniques.
30. Kamvar, S., Schlosser, M., & Garcia-Molina, H. (2003). The eigentrust algorithm for reputation management in P2P networks. In Proceedings of WWW2003.
31. Kautz, H., Selman, B., & Shah, M. (1997). The hidden web. AI magazine, 18(2), 27-35.
32. Keller, F., Lapata, M., & Ourioupina, O. (2002). Using the web to overcome data sparseness. In Proceedings of the EMNLP 2002.
33. Knees, P., Pampalk, E., & Widmer, G. (2004). Artist classification with web-based data. In Proceedings of the 5th International Conference on Music Information Retrieval (ISMIR).
34. Kumar, R., Raghavan, P., Rajagopalan, S., & Tomkins, A. (2002). The web and social networks. IEEE Computer, 35(11), 32-36.
35. Lapata, M., & Keller, F. (2004). The web as a baseline: Evaluating the performance of unsupervised web-based models for a range of nlp tasks. In Proceedings of the HLT-NAACL 2004.
36. Leskovec, J., Adamic, L. A., & Huberman, B. A. (2005). The dynamics of viral marketing. http://www.hpl.hp.com/research/idl/papers/viral/viral.pdf
37. Li, X., Morie, P., & Roth, D. (2005). Semantic integration in text: From ambiguous names to identifiable entities. AI Magazine Spring, pp. 45-68.
38. Lloyd, L., Bhagwan, V., Gruhl, D., & Tomkins, A. (2005). Disambiguation of references to individuals (Tech. Rep. No. RJ10364(A0410-011)). IBM Research.
39. Malin, B. (2005). Unsupervised name disambiguation via social network similarity. Workshop Notes on Link Analysis, Counterterrorism, and Security.
40. Mann, G. S., & Yarowsky, D. (2003). Unsupervised personal name disambiguation. In Proceedings of the CoNLL.
41. Manning, C., & Schutze, H. (2002). Foundations of statistical natural language processing. London: The MIT Press.
42. Massa, P., & Avesani, P. (2005). Controversial users demand local trust metrics: An experimental study on epinions.com community. In Proceedings of the AAAI-05.
43. Matsuo, Y., Hamasaki, M., Takeda, H., Mori, J., Bollegala, D., Nakamura, Y., Nishimura, T., Hasida, K., & Ishizuka, M. (2006a). Spinning multiple social networks for Semantic web. In Proceedigs of the AAAI-06.
44. Matsuo, Y., Mori, J., Hamasaki, M., Takeda, H., Nishimura, T., Hasida, K., & Ishizuka, M. (2006b). POLYPHONET: An advanced social network extraction system. In Proceedings of the WWW 2006.
45. Matsuo, Y., Tomobe, H., Hasida, K., & Ishizuka, M. (2003). Mining social network of conference participants from the web. In Proceedings of the Web Intelligence 2003.
46. Matsuo, Y., Tomobe, H., Hasida, K., & Ishizuka, M. (2004a). Finding social network for trust calculation. In Proc. ECAI2004, pages 510-514.
47. Matsuo, Y., Tomobe, H., Hasida, K., & Ishizuka, M. (2004b). Finding social network for trust calculation. In Proceedings of the 16th European Conference on Artificial Intelligence (ECAI2004).
48. Matsuo, Y., Tomobe, H., Hasida, K., & Ishizuka, M. (2005). Social network extraction from the web information. Journal of the Japanese Society for Artificial Intelligence, 20(1E), 46-56.
49. Mika, P. (2005a). Flink: Semantic web technology for the extraction and analysis of social networks. Journal of Web Semantics, 3(2).
50. Mika, P. (2005b). Ontologies are us: A unified model of social networks and Semantics. In Proceedings of the ISWC2005.
51. Miki, T., Nomura, S., & Ishida, T. (2005). Semantic web link analysis to discover social relationship in academic communities. In Proceedings of the SAINT 2005.
52. Milgram, S. (1967). The small-world problem. Psychology Today, 2, 60-67.
53. Mori, J., Ishizuka, M., Sugiyama, T., & Matsuo, Y. (2005a). Real-world oriented information sharing using social networks. In Proceedings of the ACM GROUP '05.
54. Mori, J., Matsuo, Y. & Ishizuka, M. (2005b). Finding user Semantics on the web using word co-occurrence information. In Proceedings of the International Workshop on Personalization on the Semantic Web (PersWeb '05).
55. Nakagawa, H., Maeda, A., & Kojima, H. Automatic term recognition system termextract. http://gensen.dl.itc.utokyo.ac.jp/gensenweb\_eng.html.
56. Nigram, K., McCallum, A., Thrun, S., & Mitchell, T. (2000). Text classification from labeled and unlabeled documents using EM. Machine Learning, 39, 103-134.
57. Palla, G., Derenyi, I., Farkas, I., & Vicsek, T. (2005). Uncovering the overlapping community structure of complex networks in nature and society. Nature, 435, 814.
58. Pentland, A. S. (2005). Socially aware computation and communication. IEEE Computer.
59. Quinlan, J. R. (1993). C4.5: Programs for machine learning. CA: Morgan Kaufmann.
60. Richardson, M., Agrawal, R., & Domingos, P. (2003). Trust management for the Semantic Web. In Proceedings of the ISWC2003.
61. Scott, J. (2000). Social network analysis: A handbook (2nd ed.). SAGE publications.
62. Staab, S., Domingos, P., Mika, P., Golbeck, J., Ding, L., Finin, T., Joshi, A., Nowak, A., & Vallacher, R. (2005). Social networks applied. IEEE Intelligent Systems, 80-93.
63. Tyler, J., Wilkinson, D., & Huberman, B. (2003). Email as spectroscopy: Automated discovery of community structure within organizations. Kluwer, B.V.
64. Wacholder, N., Ravin, Y., & Choi, M. (1997). Disambiguation of proper names in text. In Proceedings of the 5th Applied Natural Language Processing Conference.
65. Wasserman, S., & Faust, K. (1994). Social network analysis. Methods and applications. Cambridge: Cambridge University Press.
66. Watts, D., & Strogatz, S. (1998). Collective dynamics of small-world networks. Nature, 393, 440-442.