Presentation | 1995/7/18 Document Browsing and Retrieval based on 3D Self-Organizing Map Qing Qian, Kenji Hatano, Katsumi Tanaka, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In this paper, we will describe our 3-dimensional (3D) extention of Kohonen's self-organizing map, and our document browsing/retrieval system based on the 3D self-organizing map. The proposed mechanism makes it possible to provide facilities of a summary-information generation, a dynamic self-organization, and a concept discovery for document data. The 3D extention of the self-organizing map is useful to realize a visually-effective document interface with supporting incremental 'zoom-up' and ambiguous queries. The proposed system can accept structured documents such as HTML documents as its input, and can generate a map which focuses on their hyperlink information. The system can be easily extented to WWW environment. |
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Committee | DE |
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Conference Date | 1995/7/18(1days) |
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Registration To | Data Engineering (DE) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
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Title (in English) | Document Browsing and Retrieval based on 3D Self-Organizing Map |
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1st Author's Name | Qing Qian |
1st Author's Affiliation | Division of Intelligence Science, Graduate School of Science and Technology, Kobe University() |
2nd Author's Name | Kenji Hatano |
2nd Author's Affiliation | Dept. of Computer and Systems Engineering, Graduate School of Science and Technology, Kobe University |
3rd Author's Name | Katsumi Tanaka |
3rd Author's Affiliation | Division of Intelligence Science, Graduate School of Science and Technology, Kobe University |
Date | 1995/7/18 |
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Volume (vol) | vol.95 |
Number (no) | 147 |
Page | pp.pp.- |
#Pages | 8 |
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