Abstract
Despite the success of modern Web search engines, challenges remain when it comes to providing people with access to the right information at the right time. In this paper, we describe how a novel combination of case-based reasoning, Web search, and peer-to-peer networking can be used to develop a platform for personalized Web search. This novel approach benefits from better result quality and improved robustness against search spam, while offering an increased level of privacy to the individual user.
This research was supported by Science Foundation Ireland Grant No. 03/IN.3/I361.
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References
Search Engine Watch: Worldwide internet: Now serving 61 billion searches per month, http://searchenginewatch.com/showPage.html?page=3627304
Smyth, B., Balfe, E., Boydell, O., Bradley, K., Briggs, P., Coyle, M., Freyne, J.: A live-user evaluation of collaborative web search. In: Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI 2005), pp. 1419–1424 (2005)
Balfe, E., Smyth, B.: Case-Based Collaborative Web Search. In: Proceedings of the 7th European Conference on Cased Based Reasoning, pp. 489–503 (2004)
Leake, D.B., Whitehead, M.: Case provenance: The value of remembering case sources. In: Weber, R.O., Richter, M.M. (eds.) ICCBR 2007. LNCS (LNAI), vol. 4626, pp. 194–208. Springer, Heidelberg (2007)
O’Mahony, M.P., Smyth, B.: Collaborative Web Search: A Robustness Analysis. In: Artificial Intelligence Review, Special Issue on the 18th Artificial Intelligence and Cognitive Science Conference (AICS 2007) (to appear, 2007)
Voss, A., Kreifelts, T.: SOAP: Social Agents Providing People with Useful Information. In: Proceedings of the International ACM SIGGROUP Conference on Supporting Group Work, pp. 291–298. ACM Press, New York (1997)
Glance, N.S.: Community Search Assistant. In: Proceedings of the 6th International Conference on Intelligent User Interfaces (IUI 2001), pp. 91–96. ACM Press, New York (2001)
Jung, S., Harris, K., Webster, J., Herlocker, J.L.: Serf: integrating human recommendations with search. In: CIKM 2004: Proceedings of the thirteenth ACM international conference on Information and knowledge management, pp. 571–580. ACM, New York (2004)
Leake, D., Sooriamurthi, R.: When Two Cases Are Better Than One: Exploiting Multiple Casebases. In: Proceedings of the International Conference on Case-Based Reasoning. Springer, Heidelberg (2001)
Bender, M., Michel, S., Weikum, G., Zimmer, C.: Bookmark-driven query routing in peer-to-peer web search. In: Proceedings of the SIGIR Workshop on Peer-to-Peer Information Retrieval, 27th Annual International ACM SIGIR Conference (2004)
Suel, T., Mathur, C., wen Wu, J., Zhang, J., Delis, A., Kharrazi, M., Long, X., Shanmugasundaram, K.: Odissea: A peer-to-peer architecture for scalable web search and information retrieval. In: International Workshop on Web and Databases (WebDB), pp. 67–72 (2003)
Smyth, B., Balfe, E.: Anonymous personalization in collaborative web search. Inf. Retr. 9(2), 165–190 (2006)
Boydell, O., Smyth, B.: Enhancing case-based, collaborative web search. Case-Based Reasoning Research and Development 4626, 329–343 (2007)
Bao, S., Xue, G., Wu, X., Yu, Y., Fei, B., Su, Z.: Optimizing web search using social annotations. In: WWW 2007: Proceedings of the 16th international conference on World Wide Web, pp. 501–510. ACM, New York (2007)
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Briggs, P., Smyth, B. (2008). Provenance, Trust, and Sharing in Peer-to-Peer Case-Based Web Search . In: Althoff, KD., Bergmann, R., Minor, M., Hanft, A. (eds) Advances in Case-Based Reasoning. ECCBR 2008. Lecture Notes in Computer Science(), vol 5239. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85502-6_6
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DOI: https://doi.org/10.1007/978-3-540-85502-6_6
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