| Presentation | 2004/11/27 Preprocessing Planning for Data Mining(Artificial Intelligence I)(Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ, and IEICE-SIGAI on Active Mining) ATSUSHI SHIRO, MASAYUKI NUMAO, CHOLWICH NATTEE, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Due to accumulating data in computer networks, data mining is recently in the spotlight as an effective data processing technology. However, AI technology is hardly used except for the data analysis. The automation of preprocessing using AI research is expected. Planning system has three inputs: descriptions of the world, the agent's goal and the possible actions. The planner's output is a sequence of actions which achieve the goal. We define the pre-processing process using metadata where the characteristics of the data are extracted, and propose how to carry out automatic preprocessing by using planning system and metadata which is used for a description of the world and the goal. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | |
| Paper # | AI2004-33 |
| Date of Issue |
| Conference Information | |
| Committee | AI |
|---|---|
| Conference Date | 2004/11/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
|---|---|
| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Preprocessing Planning for Data Mining(Artificial Intelligence I)(Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ, and IEICE-SIGAI on Active Mining) |
| Sub Title (in English) | |
| Keyword(1) | |
| 1st Author's Name | ATSUSHI SHIRO |
| 1st Author's Affiliation | Department of Computer Science, Tokyo Institute of Technology() |
| 2nd Author's Name | MASAYUKI NUMAO |
| 2nd Author's Affiliation | The Institute of Scientific and Industrial Research, Osaka University |
| 3rd Author's Name | CHOLWICH NATTEE |
| 3rd Author's Affiliation | The Institute of Scientific and Industrial Research, Osaka University |
| Date | 2004/11/27 |
| Paper # | AI2004-33 |
| Volume (vol) | vol.104 |
| Number (no) | 485 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |