Universiti Teknologi Malaysia Institutional Repository

An immune system approach to personalize search result

Rastegari, Hamid and Shamsuddin, Siti Mariyam (2011) An immune system approach to personalize search result. In: 11th International Conference On Intelligent Systems Design And Applications (ISDA 2011).

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Official URL: http://dx.doi.org/10.1109/ISDA.2011.6121640

Abstract

Since dawn of the World Wide Web, the retrieval of relevant information has been a major problem for search engines. Current Web search engines use search algorithms to generate results that are suitable for discovering relevant pages to a query, but in doing so they do not consider the user who requested the query. A personalization system helps users to find interesting documents based on their preferences. The issue in this field is low accuracy in retrieved relevant information for particular user. This article proposed a novel technique to personalize the search results. We utilize artificial immune system (AIS) as a successful intelligent technique to find relevant pages in the search results based on user preferences. According to the obtain result, the proposed algorithm based on the AIS improved accuracy in retrieval of relevant information in the Web search results.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:Helium, Decision support systems, Intelligent systems, Conferences, Search Result, Personalization of Web Search, Artificial Immune System, Clonal Selection, Affinity Function
Subjects:T Technology > T Technology (General)
Divisions:Computing
ID Code:45571
Deposited By: Haliza Zainal
Deposited On:10 Jun 2015 03:01
Last Modified:17 Jul 2017 01:50

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