Presentation 2011-03-11
Generating Hierarchical Virtual Folder by Metadata Frequency Difference
Mitsuharu OBA, Toshiko MATSUMOTO, Yasuaki IWATA, Takashi ONOYAMA,
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Abstract(in English) To achieve easy search and reuse of business documents stored in a file server, we propose a new clustering method to generate virtual folders which are implemented as search criteria. Our method has two features ; 1) it extracts keywords from metadata, 2) it generates hierarchical clusters of appropriate size using metadata frequency difference. The experimental result demonstrates that our method achieved 97% precision and 86% recall. Moreover, it was able to extract unexpected keywords.
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Keyword(in English) keyword extraction / metadata / document clustering / virtual folder
Paper # PRMU2010-266
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Conference Information
Committee PRMU
Conference Date 2011/3/3(1days)
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Paper Information
Registration To Pattern Recognition and Media Understanding (PRMU)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Generating Hierarchical Virtual Folder by Metadata Frequency Difference
Sub Title (in English)
Keyword(1) keyword extraction
Keyword(2) metadata
Keyword(3) document clustering
Keyword(4) virtual folder
1st Author's Name Mitsuharu OBA
1st Author's Affiliation R&D Department 2, Hitachi Solutions, Ltd.()
2nd Author's Name Toshiko MATSUMOTO
2nd Author's Affiliation R&D Department 2, Hitachi Solutions, Ltd.
3rd Author's Name Yasuaki IWATA
3rd Author's Affiliation R&D Department 2, Hitachi Solutions, Ltd.
4th Author's Name Takashi ONOYAMA
4th Author's Affiliation R&D Department 2, Hitachi Solutions, Ltd.
Date 2011-03-11
Paper # PRMU2010-266
Volume (vol) vol.110
Number (no) 467
Page pp.pp.-
#Pages 6
Date of Issue