| Presentation | 2021-08-27 Effective Combinatorial Search Method for Identifying Products in Receipts and Its Evaluation Rihito Iijima, Masaya Nakayama, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | To analyze receipt data, there is a problem that product names on receipts are not always consistent from store to store, and it is unclear which product they represent. We propose an effective searching method of the master data to identify which product is represented by the product name on the receipt. In this paper, we point out the problems of the conventional methods, introduce several methods to improve them, and propose SCCS method that derives methods to be used in effective combinatorial searching method. The method improves the performance by about 13 points compared to the conventional methods for the receipt data of major convenience stores and product master data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Receipt Analysis / Entity Matching |
| Paper # | SWIM2021-13,SC2021-11 |
| Date of Issue | 2021-08-20 (SWIM, SC) |
| Conference Information | |
| Committee | SWIM / SC |
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| Conference Date | 2021/8/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Kenji Saotome(Hosei Univ.) / Shinji Kikuchi(NIMS) |
| Vice Chair | Akihiro Hayashi(Shizuoka Inst. of Science and Tech.) / Yoji Yamato(NTT) / Kosaku Kimura(Fujitsu Lab.) |
| Secretary | Akihiro Hayashi(Tokyo Univ. of Science) / Yoji Yamato(Osaka Sangyo Univ.) / Kosaku Kimura(Kobe Univ.) |
| Assistant | Tsukasa Kudo(Shizuoka Inst. of Science and Tech.) / Kokichi Tsuji(Aichi Pref. Univ.) / Shin Tezuka(Hitachi) / Takao Nakaguchi(KCGI) |
| Paper Information | |
| Registration To | Technical Committee on Software Interprise Modeling / Technical Committee on Service Computing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Effective Combinatorial Search Method for Identifying Products in Receipts and Its Evaluation |
| Sub Title (in English) | |
| Keyword(1) | Receipt Analysis |
| Keyword(2) | Entity Matching |
| 1st Author's Name | Rihito Iijima |
| 1st Author's Affiliation | The University of Tokyo(The Univ. of Tokyo) |
| 2nd Author's Name | Masaya Nakayama |
| 2nd Author's Affiliation | The University of Tokyo(The Univ. of Tokyo) |
| Date | 2021-08-27 |
| Paper # | SWIM2021-13,SC2021-11 |
| Volume (vol) | vol.121 |
| Number (no) | SWIM-156,SC-157 |
| Page | pp.pp.1-6(SWIM), pp.1-6(SC), |
| #Pages | 6 |
| Date of Issue | 2021-08-20 (SWIM, SC) |