Presentation 2003/10/31
A Filtering Tool for WWW Search Engines based on Semantic Relation between Input(Natural Language Understanding and Models of Communication)
Akiyo Matsumoto, Tatsuhiro Konishi, Akira Takagi, Teruo Koyama, Yoshio Miyake, Yukihiro Itoh,
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Abstract(in English) In this paper, we propose a filtering tool for WWW search engines. Because ordinary search engines select candidate pages based on appearance frequency of keywords, the candidate pages may contain every keyword. However, there are some cases that each keyword appears in individual context and they have no semantic relation. Such pages tend to be useless. We try to improve precision of a search engine by checking whether input keywords have a semantic relation in the candidate pages or not. Semantic relations between keywords are represented by using a structure, such as sentence, table, itemized list and so on. In this paper we deal with sentence and table as a structure to represent semantic relations. We propose a method to detect semantic relations between input keywords represented in the structure of sentence and table. We also show an experimental evaluation of our method.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Information Retrieval / Search Engine / Natural Language Processing / Dependency Relation / Syntactic Analysis / Table Analysis / WWW
Paper # NLC2003-38
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Committee NLC
Conference Date 2003/10/31(1days)
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Registration To Natural Language Understanding and Models of Communication (NLC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Filtering Tool for WWW Search Engines based on Semantic Relation between Input(Natural Language Understanding and Models of Communication)
Sub Title (in English)
Keyword(1) Information Retrieval
Keyword(2) Search Engine
Keyword(3) Natural Language Processing
Keyword(4) Dependency Relation
Keyword(5) Syntactic Analysis
Keyword(6) Table Analysis
Keyword(7) WWW
1st Author's Name Akiyo Matsumoto
1st Author's Affiliation Shizuoka University()
2nd Author's Name Tatsuhiro Konishi
2nd Author's Affiliation Shizuoka University
3rd Author's Name Akira Takagi
3rd Author's Affiliation CSK Corporation
4th Author's Name Teruo Koyama
4th Author's Affiliation National Institute of Informatics
5th Author's Name Yoshio Miyake
5th Author's Affiliation Chukyo University
6th Author's Name Yukihiro Itoh
6th Author's Affiliation Shizuoka University
Date 2003/10/31
Paper # NLC2003-38
Volume (vol) vol.103
Number (no) 408
Page pp.pp.-
#Pages 7
Date of Issue