| Presentation | 2001/3/12 Acquiring Taxonomic Conceptual Relationships using a Machine Readable Dictionary and Text Corpus Naomi NAKAYA, Takamasa IWADE, Takahira YAMAGUCHI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to reduce a user's effort in constructing a domain ontology, we propose a method to support the construction of domain ontologies by using a machine-readable dictionary (MRD) and text corpus. We construct a domain ontology with large numbers of concepts based on the hierarchical structure of the MRD. Furthermore, the domain-oriented relationships of taxonomy is obtained from text corpus. We take context similarity based on WordSpace to extract taxonomic relationships from text corpus. Taxonomic and non-taxonomic relationships are distinguished with respect to the distance between terms in the text. Through the case study with CISG, we make sure that our system can work to support the process of construction domain ontologies with a MRD and text corpus. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Domain Ontology / WordSpace / Similarity / CISG |
| Paper # | AI2000-76,KBSE84 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2001/3/12(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) | Acquiring Taxonomic Conceptual Relationships using a Machine Readable Dictionary and Text Corpus |
| Sub Title (in English) | |
| Keyword(1) | Domain Ontology |
| Keyword(2) | WordSpace |
| Keyword(3) | Similarity |
| Keyword(4) | CISG |
| 1st Author's Name | Naomi NAKAYA |
| 1st Author's Affiliation | Faculty of Information, Shizuoka University() |
| 2nd Author's Name | Takamasa IWADE |
| 2nd Author's Affiliation | Faculty of Information, Shizuoka University |
| 3rd Author's Name | Takahira YAMAGUCHI |
| 3rd Author's Affiliation | Faculty of Information, Shizuoka University |
| Date | 2001/3/12 |
| Paper # | AI2000-76,KBSE84 |
| Volume (vol) | vol.100 |
| Number (no) | 709 |
| Page | pp.pp.- |
| #Pages | 2 |
| Date of Issue | |