| Presentation | 1999/1/12 Measuring Semantic Similarity Model between Concepts for Intelligent Mechanism Takeshi Irie, Hirokazu Watabe, Tsukasa Kawaoka, Kazumitsu Matsuzawa, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The basic factor of information processing systems which have friendly user interfaces is a intelligent mechanism, and the main elements of that are the concept-base and the association mechanism using similarity between concepts in the concept-base. A structure of the concept-base must be simple since the concept-base can be maintained easily. This paper proposes measuring semantic similarity model between concepts based on such a conditions of the concept-base. The feature of proposed model is not that the degree of similarity evaluates by difference of first stage attributes vector but the degree of similarity evaluates by set of second stage attributes as semantic points. By experimental results using the concept-base which consists of about 40, 000 concepts, it is shown that the proposed model can output the closer degree of similarity to that decided by human judges. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | concept-base / chain concept / measuring semantic similarity / view point / n-stage attribute |
| Paper # | AI98-75 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 1999/1/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Measuring Semantic Similarity Model between Concepts for Intelligent Mechanism |
| Sub Title (in English) | |
| Keyword(1) | concept-base |
| Keyword(2) | chain concept |
| Keyword(3) | measuring semantic similarity |
| Keyword(4) | view point |
| Keyword(5) | n-stage attribute |
| 1st Author's Name | Takeshi Irie |
| 1st Author's Affiliation | Department of Knowledge Engineering and Computer Science, Faculty of Engineering, Doshisha University() |
| 2nd Author's Name | Hirokazu Watabe |
| 2nd Author's Affiliation | Department of Knowledge Engineering and Computer Science, Faculty of Engineering, Doshisha University |
| 3rd Author's Name | Tsukasa Kawaoka |
| 3rd Author's Affiliation | Department of Knowledge Engineering and Computer Science, Faculty of Engineering, Doshisha University |
| 4th Author's Name | Kazumitsu Matsuzawa |
| 4th Author's Affiliation | NTT Communication Science Laboratories |
| Date | 1999/1/12 |
| Paper # | AI98-75 |
| Volume (vol) | vol.98 |
| Number (no) | 499 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |