Presentation | 2001/7/10 Building A Visualization System for Social Information With Re-clustering Masamichi Iwamoto, Masato Ishizaki, Susumu Kunifuji, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | To support the user's re-structuring of a large amount of social information such as newspaper articles, we build a social information visualizaion system with the functions of 1) displaying the information using the terms, their spatial relations on time axis and the original text and 2) re-clustering the information based on the user's feedback. To realize effective re-clustering, the experiments concerning the term weighting and selection methods were conducted. The experimental results suggested that for the documents containing a small percentage of the co-occurring terms, the forced co-occurrence method is effective for improving the precision and recall. For the documents full of co-occurring terms, the TFIDF or x^2 based method should be used for better recall and the forced co-occurrence for better precision. |
Keyword(in Japanese) | (See Japanese page) |
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Paper # | NLC2001-30 |
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Committee | NLC |
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Conference Date | 2001/7/10(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Registration To | Natural Language Understanding and Models of Communication (NLC) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Building A Visualization System for Social Information With Re-clustering |
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1st Author's Name | Masamichi Iwamoto |
1st Author's Affiliation | Japan International Cooperation Agency() |
2nd Author's Name | Masato Ishizaki |
2nd Author's Affiliation | School of Knowledge Science, Japan Advanced Institute of Science and Technology |
3rd Author's Name | Susumu Kunifuji |
3rd Author's Affiliation | School of Knowledge Science, Japan Advanced Institute of Science and Technology |
Date | 2001/7/10 |
Paper # | NLC2001-30 |
Volume (vol) | vol.101 |
Number (no) | 190 |
Page | pp.pp.- |
#Pages | 8 |
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