NDLI: A Model for Information Retrieval Agent System Based on Keywords Distribution

Content Provider	IEEE Xplore Digital Library
Author	Jae-Woo Lee
Copyright Year	2007
Description	Author affiliation: Kyungbok Coll., Pocheon (Jae-Woo Lee)
Abstract	Information retrieval is one of the most important technologies at present. We can always get many information in the Internet or distributed computing systems using various information retrieval models. For searching proper information that we need, it is necessary to construct efficient information retrieval agent systems helping many Web clients' requests. In this paper, we propose a simple new model for information retrieval agents based on many terms or keywords distribution in a document or distributed database. For the key paragraph extraction we use meaningful term's frequency and the key word distribution characteristics in a document, and those terms are selected by using stemming, filtering stop-lists, synonym for search meaningful terms in a document. The agent receives a Web client's information retrieval request and extracts key paragraph with frequency and distribution using the keywords of the client, and then the agent constructs profile of the documents with the keywords, key paragraph, address of the document browsing. And then we can search many documents or knowledge easily using the profile for information retrieval and browse the document.
Starting Page	413
Ending Page	418
File Size	244035
Page Count	6
File Format	PDF
ISBN	0769527779
DOI	10.1109/MUE.2007.25
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-04-26
Publisher Place	South Korea
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Computer science Distributed databases Filtering algorithms Information retrieval Frequency Data structures Internet Data mining Distributed computing Machine assisted indexing
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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