Abstract
Web based information searching is increasingly becoming an essential day-to-day activity. Currently search engines are the only dominant tools used for searching information over the Internet. Most search engines are powerful tools in finding information and cataloguing them, however they are not much efficient in meeting the personalised information needs of users. This paper presents research work done for personalising web search practice by customizing search engine results via an agent called Personalised Search Agent (PSA). In this paper, we will describe the architecture, design and implementation of a PSA system. Finally, we show several experimental results obtained by comparing the performance of the PSA against traditional search engines.
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References
Amandi, D.G.a.A.: PersonalSearcher: An Intelligent Agent for Searching Web Pages (2000)
Convey, J.: Online Information Retrieval. Library Association Publishing, London (1992)
Cooke, A.: A guide to finding quality information on the Internet. Library Association Publishing, London (1999)
Giuseppe, A., Umberto, S.: User profile modelling and applications to digital libraries. C.N.R., Italy (1999)
Edelstein, H.: Unraveling Client/Server Architecture. DBMSÂ 34, 7 (1994)
General Subject Directories: Table of Features (2005) (retrieved January 2, 2005), http://www.lib.berkeley.edu/TeachingLib/Guides/Internet/SubjDirectories.html#Guides
Haveliwala, T.H.: Topic-sensitive PageRank. In: Proceedings of the 11th International World Wide Web Conference. Hawaii, USA (2002)
How search engines work: hybrid search engines (2002) (retrieved April 12, 2005), from http://searchenginewatch.com/webmasters/article.php/2168031
Ligon, G.L., Bala, B., Dharmendra, S.: Personalised Search on Electronic Information. In: Khosla, R., Howlett, R.J., Jain, L.C. (eds.) KES 2005. LNCS (LNAI), vol. 3684, pp. 35–41. Springer, Heidelberg (2005)
Luck, M., Ashri, R., d’Inverno, M.: Agent-Based Software Development. Artech House, Inc., Norwood, MA (2004)
Padgham, L., Winikoff, M.: Developing Intelligent Agent Systems, A Practical Guide. John Wiley & Sons, Chichester (2004)
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© 2006 Springer-Verlag Berlin Heidelberg
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Ligon, G.L., Balachandran, M.B., Sharma, D. (2006). Personalisation of Web Search: An Agent Based Approach. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2006. Lecture Notes in Computer Science(), vol 4253. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11893011_151
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DOI: https://doi.org/10.1007/11893011_151
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