Presentation 2001/7/11
Effect of Relationships between Words on Information Retrieval
Atsushi MATSUMURA, Atsuhiro TAKASU, Jun ADACHI,
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Abstract(in English) Conventional keyword based retrieval methods have obviously limitation on retrieval effectiveness, because they use only keywords and their statistical characteristics. We therefore developed two information retrieval methods using relationships between words. One is a method using dependency relationships between words and another is a method using the ordered co-occurrence information of words in a sentence. Through retrieval experiments with NTCIR-1 and NTCIR-2, which are Japanese test collections for information retrieval, we showed that the effect of using relationships between words on information retrieval is diminishing as the effectiveness of baseline is growing. We also discussed effectiveness of our methods, giving analysis of search results for some search topics.
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Paper # DE2001-48
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Committee DE
Conference Date 2001/7/11(1days)
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Registration To Data Engineering (DE)
Language JPN
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Title (in English) Effect of Relationships between Words on Information Retrieval
Sub Title (in English)
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1st Author's Name Atsushi MATSUMURA
1st Author's Affiliation University of Library and Information Science()
2nd Author's Name Atsuhiro TAKASU
2nd Author's Affiliation National Institute of Informatics(NII)
3rd Author's Name Jun ADACHI
3rd Author's Affiliation National Institute of Informatics(NII)
Date 2001/7/11
Paper # DE2001-48
Volume (vol) vol.101
Number (no) 192
Page pp.pp.-
#Pages 8
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