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Efficient browsing of digital libraries with the support of will-be-relevant information.

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Title: Efficient browsing of digital libraries with the support of will-be-relevant information.
Authors: Qu, Yanhua1, Sato, Keizo1, Nakashima, Makoto1, Ito, Tetsuro1
Source: Systems & Computers in Japan. 4/1/2004, Vol. 35 Issue 4, p36-48. 13p.
Subjects: Library browsing, Digital libraries, Concept learning, Data visualization, Information science, Information storage & retrieval systems
Abstract: This paper discusses a method of efficient browsing in digital libraries arranged so that similar documents are placed close to each other. The basic idea is that some relevant documents exhibit a high similarity to the query, and some other relevant documents exhibit a high similarity to documents that the user has already judged to be relevant. Based on this idea, a general efficient browsing method is presented in which the system successively learns the results of relevance judgments by the user and suggests the relevance of the document to be examined in the following stage. A control procedure for browsing is derived in which the whole image of the document arrangement is revealed, while repeatedly performing browsing for various queries. The effectiveness of the proposed method was evaluated experimentally through comparison to the conventional method using ranking lists. Considering its use on the Internet, a navigator for browsing has also been designed. © 2004 Wiley Periodicals, Inc. Syst Comp Jpn, 35(4): 36–48, 2004; Published online in Wiley InterScience (www.interscience.wiley.com). DOI 10.1002/scj.10080 [ABSTRACT FROM AUTHOR]
Copyright of Systems & Computers in Japan is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Database: Engineering Source
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  Data: <searchLink fieldCode="JN" term="%22Systems+%26+Computers+in+Japan%22">Systems & Computers in Japan</searchLink>. 4/1/2004, Vol. 35 Issue 4, p36-48. 13p.
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  Data: <searchLink fieldCode="DE" term="%22Library+browsing%22">Library browsing</searchLink><br /><searchLink fieldCode="DE" term="%22Digital+libraries%22">Digital libraries</searchLink><br /><searchLink fieldCode="DE" term="%22Concept+learning%22">Concept learning</searchLink><br /><searchLink fieldCode="DE" term="%22Data+visualization%22">Data visualization</searchLink><br /><searchLink fieldCode="DE" term="%22Information+science%22">Information science</searchLink><br /><searchLink fieldCode="DE" term="%22Information+storage+%26+retrieval+systems%22">Information storage & retrieval systems</searchLink>
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  Data: This paper discusses a method of efficient browsing in digital libraries arranged so that similar documents are placed close to each other. The basic idea is that some relevant documents exhibit a high similarity to the query, and some other relevant documents exhibit a high similarity to documents that the user has already judged to be relevant. Based on this idea, a general efficient browsing method is presented in which the system successively learns the results of relevance judgments by the user and suggests the relevance of the document to be examined in the following stage. A control procedure for browsing is derived in which the whole image of the document arrangement is revealed, while repeatedly performing browsing for various queries. The effectiveness of the proposed method was evaluated experimentally through comparison to the conventional method using ranking lists. Considering its use on the Internet, a navigator for browsing has also been designed. © 2004 Wiley Periodicals, Inc. Syst Comp Jpn, 35(4): 36–48, 2004; Published online in Wiley InterScience (<URL>www.interscience.wiley.com</URL>). DOI 10.1002/scj.10080 [ABSTRACT FROM AUTHOR]
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  Data: <i>Copyright of Systems & Computers in Japan is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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              Text: 4/1/2004
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