| Presentation | 2006-03-13 Report of clustering for e-money customers and analysied results : Clustering with self organizing map and collaborative filtering Naruaki TOMA, satoshi ENDO, Takeo OKAZAKI, Hiro ISHIHARA, Sho MIYAGI, Sho OSHIRO, Hiroshi UEKI, Atsunobu TAKANO, Mikio INARI, Toru HIGA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We extract the features, which is useful information for marketing, from a purchase history on each e-money (Edy) user using clustering. Especially, we reports on the methods and the extraction result of the experiments for the clustering extraction that applies the Self-Organization map and collaborative filtering to the user profile and purchase history information. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | e-money / clustering / self-orgnization map / C4.5 / collaborative filtering |
| Paper # | KBSE2005-40 |
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| Conference Information | |
| Committee | KBSE |
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| Conference Date | 2006/3/6(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 | Knowledge-Based Software Engineering (KBSE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Report of clustering for e-money customers and analysied results : Clustering with self organizing map and collaborative filtering |
| Sub Title (in English) | |
| Keyword(1) | e-money |
| Keyword(2) | clustering |
| Keyword(3) | self-orgnization map |
| Keyword(4) | C4.5 |
| Keyword(5) | collaborative filtering |
| 1st Author's Name | Naruaki TOMA |
| 1st Author's Affiliation | Univ. of the Ryukyus() |
| 2nd Author's Name | satoshi ENDO |
| 2nd Author's Affiliation | Univ. of the Ryukyus |
| 3rd Author's Name | Takeo OKAZAKI |
| 3rd Author's Affiliation | Univ. of the Ryukyus |
| 4th Author's Name | Hiro ISHIHARA |
| 4th Author's Affiliation | Univ. of the Ryukyus |
| 5th Author's Name | Sho MIYAGI |
| 5th Author's Affiliation | Univ. of the Ryukyus |
| 6th Author's Name | Sho OSHIRO |
| 6th Author's Affiliation | Univ. of the Ryukyus |
| 7th Author's Name | Hiroshi UEKI |
| 7th Author's Affiliation | CYBIRD Co.,Ltd |
| 8th Author's Name | Atsunobu TAKANO |
| 8th Author's Affiliation | CYBIRD Co.,Ltd |
| 9th Author's Name | Mikio INARI |
| 9th Author's Affiliation | CYBIRD Co.,Ltd |
| 10th Author's Name | Toru HIGA |
| 10th Author's Affiliation | REIMEI-computer Co.,LTD |
| Date | 2006-03-13 |
| Paper # | KBSE2005-40 |
| Volume (vol) | vol.105 |
| Number (no) | 652 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |