| Presentation | 2003/3/7 Discovered Rule Filtering System Using MEDLINE Information Retrieval Yasuhiko KITAMURA, Akira IIDA, Keunsik PARK, Shoji TATSUMI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A data mining system can semi-automatically discover knowledge by mining a large volume of data, but the discovered knowledge is not always novel and interesting to the user. We propose a discovered rule filtering method to filter rules discovered by a data mining system and to produce ones that are novel and interesting to the user by using information retrieval technique. In this method, we rank discovered rules according to results of information retrieval from the Internet. In this paper, firstly we show the steps of discovered rule filtering by using a concrete example of clinical data mining and MEDLINE document retrieval. Secondly, we show a prototype system to filter rules discovered by a hepatitis data mining. Lastly, we discuss micro and macro view approaches to discovered rule filtering. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | discovered rule filtering / data mining / information retrieval / relevance feedback / MEDLINE database |
| Paper # | AI2002-71 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2003/3/7(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) | Discovered Rule Filtering System Using MEDLINE Information Retrieval |
| Sub Title (in English) | |
| Keyword(1) | discovered rule filtering |
| Keyword(2) | data mining |
| Keyword(3) | information retrieval |
| Keyword(4) | relevance feedback |
| Keyword(5) | MEDLINE database |
| 1st Author's Name | Yasuhiko KITAMURA |
| 1st Author's Affiliation | Graduate School of Engineering, Osaka City University() |
| 2nd Author's Name | Akira IIDA |
| 2nd Author's Affiliation | Graduate School of Engineering, Osaka City University |
| 3rd Author's Name | Keunsik PARK |
| 3rd Author's Affiliation | Graduate School of Medicine, Osaka City University |
| 4th Author's Name | Shoji TATSUMI |
| 4th Author's Affiliation | Graduate School of Engineering, Osaka City University |
| Date | 2003/3/7 |
| Paper # | AI2002-71 |
| Volume (vol) | vol.102 |
| Number (no) | 710 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |