Semantic analytics on social networks: Experiences in addressing the problem of conflict of interest detection

Proceedings of the 15th International Conference on World Wide Web

Volumn , Issue , 2006, Pages 407-416

  Aleman Meza, Boanerges ^a   Nagarajan, Meenakshi ^a   Ramakrishnan, Cartic ^a   Ding, Li ^b   Kolari, Pranam ^b   Sheth, Amit P ^a   Arpinar, I Budak ^a   Joshi, Anupam ^b   Finin, Tim ^b  

^a University of Georgia ^*  (United States)

^b University of Marylandw Baltimore County   (United States)

Author keywords

Conflict of interest; Data fusion; Entity disambiguation; Ontologies; Peer review process; RDF; Semantic analytics; Semantic associations; Semantic web; Social networks

Indexed keywords

CONFLICT OF INTEREST; ENTITY DISAMBIGUATION; PEER REVIEW PROCESS; RDF; SEMANTIC ANALYTICS; SEMANTIC ASSOCIATIONS; SOCIAL NETWORKS;

BIBLIOGRAPHIC RETRIEVAL SYSTEMS; CONTEXT FREE LANGUAGES; ONTOLOGY; REAL TIME CONTROL; SOCIAL ASPECTS; DATA FUSION; INFORMATION FUSION; SEMANTICS; WORLD WIDE WEB;

SEMANTIC WEB;

EID: 34247131529     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1135777.1135838     Document Type: Conference Paper

References (40)

1. Adamic, L.A., Buyukkokten, O. and Adar, E. A Social Network Caught in the Web. First Monday, 8 (6).
2. Aleman-Meza, B., Halaschek-Wiener, C., Arpinar, I.B., Ramakrishnan, C. and Sheth, A.P. Ranking Complex Relationships on the Semantic Web. IEEE Internet Computing, 9 (3). 37-44.
3. Anderson, R. and Khattak, A., The Use of Information Retrieval Techniques for Intrusion Detection. In First International Workshop on Recent Advances in Intrusion Detection, (Louvain-la-Neuve, Berlin, 1998).
4. Anyanwu, K. and Sheth, A.P., p-Queries: Enabling Querying for Semantic Associations on the Semantic Web. In Twelfth International World Wide Web Conference, (Budapest, Hungary, 2003), 690-699.
5. Barabási, A.-L. Linked - The New Science of Networks, Perseus Publishing, Cambridge, MA, 2002.
6. Bergamaschi, S., Castano, S. and Vincini, M. Semantic Integration of Semistructured and Structured Data Sources. SIGMOD Record, 28 (1). 54-59.
7. Berkowitz, S.D. An Introduction to Structural Analysis: The Network Approach to Social Research. Butterworth, Toronto, 1982.
8. Chen, C. Visualising Semantic Spaces and Author CoCitation Networks in Digital Libraries. Information Processing Management, 35 (3). 401-420.
9. Chen, C. and Carr, L., Trailblazing the Literature of Hypertext: Author Co-citation Analysis (1989-1998). In Tenth ACM Conference on Hypertext and Hypermedia : Returning to Our Diverse Roots, (Darmstadt, Germany, 1999), ACM Press, 51-60.
10. Crescenzi, V., Mecca, G. and Merialdo, P., RoadRunner: Towards Automatic Data Extraction from Large Web Sites. In Proceedings of the 27th International Conference on Very Large Data Bases, (Rome, Italy, 2001), Morgan Kaufmann Publishers Inc.
11. Dill, S., Eiron, N., Gibson, D., Gruhl, D., Guha, R.V., Jhingran, A., Kanungo, T., Rajagopalan, S., Tomkins, A., Tomlin, J.A. and Zien, J.Y., SemTag and Seeker: Bootstrapping the semantic web via automated semantic annotation. In Twelfth International World Wide Web Conference, (Budapest, Hungary, 2003), 178-186.
12. Ding, L., Finin, T., Joshi, A., Pan, R., Cost, R.S., Peng, Y., Reddivari, P., Doshi, V. and Sachs, J., Swoogle: A Search and Metadata Engine for the Semantic Web. In International Conference on Information and Knowledge Management, (Washington, DC, USA, 2004).
13. Ding, L., Finin, T., Zou, L. and Joshi, A. Social Networking on the Semantic Web. The Learning Organization, 5 (12).
14. Dong, X., Halevy, A. and Madhavan, J., Reference Reconciliation in Complex Information Spaces. In ACM SIGMOD Conference, (Baltimore, Maryland, 2005).
15. Garton, L., Haythornthwaite, C. and Wellman, B. Studying Online Social Networks. Journal of Computer-Mediated Communication, 3 (1).
16. Guha, R., McCool, R. and Miller, E., Semantic Search. In Twelfth International World Wide Web Conference, (Budapest, Hungary, 2003).
17. Hammond, B., Sheth, A. and Kochut, K. Semantic Enhancement Engine: A Modular Document Enhancement Platform for Semantic Applications over Heterogeneous Content. In Kashyap, V. and Shklar, L. eds. Real World Semantic Web Applications, los Press Inc, 2002, 29-49.
18. Hollywood, J., Snyder, D., McKay, K.N. and Boon, J.E. Out of the Ordinary: Finding Hidden Threats by Analyzing Unusual Behavior. RAND Corporation, 2004.
19. Horrocks, I. and Tessaris, S., Querying the Semantic Web: A Formal Approach. In The First International Semantic Web Conference, (Sardinia, Italy, 2002).
20. Janik, M. and Kochut, K., BRAHMS: A WorkBench RDF Store and High Performance Memory System for Semantic Association Discovery. In Fourth International Semantic Web Conference, (Galway, Ireland, 2005).
21. Karvounarakis, G., Alexaki, S., Christophides, V., Plexousakis, D. and Scholl, M., RQL: A Declarative Query Language for RDF. In The Eleventh International World Wide Web Conference, (Honolulu, Hawaii, USA, 2002), ACM, 592-603.
22. Kempe, D., Kleinberg, J.M. and Tardos, E., Maximizing the spread of influence through a social network. In Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (2003), 137-146.
23. Laender, A.H.F., Ribeiro-Neto, B.A., da Silva, A.S. and Teixeira, J.S. A brief survey of web data extraction tools. SIGMOD Record, 31 (2). 84-93.
24. Laz, T., Fisher, K., Kostich, M. and Atkinson, M. Connecting the dots. Modern Drug Discovery, 2004, 33-36.
25. Lee, Y.L. Apps Make Semantic Web a Reality. SD Times, 2005.
26. Miller, E., The Semantic Web is Here. In Keynote at the Semantic Technology Conference 2005, (San Francisco, California, USA, 2005).
27. Nascimento, M.A., Sander, J. and Pound, J. Analysis of SIGMOD's CoAuthorship Graph. SIGMOD Record, 32 (3).
28. Newman, M.E.J. The structure of scientific collaboration networks. Proceedings of the National Academy of Sciences, 98 (2). 404-409.
29. Papagelis, M., Plexousakis, D. and Nikolaou, P.N., CONFIOUS: Managing the Electronic Submission and Reviewing Process of Scientific Conferences. In The Sixth International Conference on Web Information Systems Engineering, (New York, NY, USA, 2005).
30. Ramakrishnan, C., Milnor, W.H., Perry, M. and Sheth, A.P. Discovering Informative Connection Subgraphs in Multi-relational Graphs. SIGKDD Explorations, 7 (2). 56-63.
31. safeMinds.org. Something Is Rotten In Denmark, 2004.
32. Sheth, A.P., Enterprise Applications of Semantic Web: The Sweet Spot of Risk and Compliance. In IFIP International Conference on Industrial Applications of Semantic Web, (Jyväskylä, Finland, 2005).
33. Sheth, A.P., From Semantic Search & Integration to Analytics. In Dagstuhl Seminar: Semantic Interoperability and Integration, (IBFI, Schloss Dagstuhl, Germany, 2005).
34. Sheth, A.P., Aleman-Meza, B., Arpinar, LB., Halaschek, C., Ramakrishnan, C., Bertram, C., Warke, Y., Avant, D., Arpinar, F.S., Anyanwu, K. and Kochut, K. Semantic Association Identification and Knowledge Discovery for National Security Applications. Journal of Database Management, 16 (1). 33-53.
35. Sheth, A.P., Bertram, C., Avant, D., Hammond, B., Kochut, K. and Warke, Y. Managing semantic content for the Web. IEEE Internet Computing, 6 (4). 80-87.
36. Smeaton, A.F., Keogh, G., Gurrin, C., McDonald, K. and Sodring, T. Analysis of Papers from Twenty-Five years of SIGIR Conferences: What Have We Been Doing for the Last Quarter of a Century. SIGIR Forum, 36 (2).
37. Townley, J. The Streaming Search Engine That Reads Your Mind Streaming Media World, 2000.
38. Wasserman, S. and Faust, K. Social network analysis: Methods and applications, Cambridge University Press., Cambridge, 1994.
39. Wellman, B. Structural analysis: From method and metaphor to theory and substance. In Wellman, B. and Berkowitz, S.D. eds. Social structures: A network approach, Cambridge University Press, Cambridge, 1988, 19-61.
40. Xu, J. and Chen, H., Untangling Criminal Networks: A Case Study. In Intelligence and Security Informatics, First NSF/NIJ Symposium, (2003), 232-248.