| Presentation | 1997/12/3 Implementation of Bibliographic Navigation System with Association Rules Minoru Kawahara, Hiroyuki Kawano, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It is generally difficult for naive users to retrieve appropriate bibliographies from bibliographic databases, even if they have background and domain knowledge. One of the reason of the difficulty is that value of the attribute is not limited in certain values. In this paper, we describe about an implementation of our bibliographic navigation system with the mining association algorithm which was extended from one of the data mining algorithms by us. In order to provide more helpful knowledge, we categorize the attributes and extend the mining association algorithms which discover relevance to a keywords space. By our algorithms, interesting rules are derived from relationships between several categorized attributes in a database. We also verify the performance of our proposed algorithms on our practical bibliographic navigation system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | bibliographic search / data mining / association rule / attribute / implementation |
| Paper # | AI97-48 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 1997/12/3(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
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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) | Implementation of Bibliographic Navigation System with Association Rules |
| Sub Title (in English) | |
| Keyword(1) | bibliographic search |
| Keyword(2) | data mining |
| Keyword(3) | association rule |
| Keyword(4) | attribute |
| Keyword(5) | implementation |
| 1st Author's Name | Minoru Kawahara |
| 1st Author's Affiliation | Data Processing Center, Kyoto University() |
| 2nd Author's Name | Hiroyuki Kawano |
| 2nd Author's Affiliation | Department of Applied Systems Science, Kyoto University |
| Date | 1997/12/3 |
| Paper # | AI97-48 |
| Volume (vol) | vol.97 |
| Number (no) | 416 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |