| Presentation | 2017-09-18 Recommendation of Annotated Categories using Purchase Seach Logs Kouga Kobayashi, Yuri Nozaki, Takayasu Fushimi, Tetsuji Satoh, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Customers need prior knowledge of the categories in order to narrow down search results in the shopping site. In this paper, we propose a new search method aiming for fusion of category search and keyword search by recommending words deeply related to the new category generated from the query log after the customer posts the query related to the product suggest. Evaluation experiment using actual data shows that the category proposed by recommendation has sufficient information quantity. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Query Log / Web Mining / Category / Recommendation |
| Paper # | DE2017-18 |
| Date of Issue | 2017-09-11 (DE) |
| Conference Information | |
| Committee | DE / IPSJ-DBS / IPSJ-IFAT |
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| Conference Date | 2017/9/18(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Ochanomizu University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Big Data Management, Information Retrieval, Knowledge Discovery, etc. |
| Chair | Akiyo Nadamoto(Konan Univ.) |
| Vice Chair | Koji Eguchi(Kobe Univ.) / Shingo Otsuka(Kanagawa Inst. of Tech.) |
| Secretary | Koji Eguchi(Kogakuin Univ.) / Shingo Otsuka(Univ. of Marketing and Distrbution Science) |
| Assistant | Kazuo Goda(Univ. of Tokyo) / Yuroaki Shiokawa(Tsukuba Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Data Engineering / Special Interest Group on Database System / Special Interest Group on Information Fundamentals and Access Technologies |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Recommendation of Annotated Categories using Purchase Seach Logs |
| Sub Title (in English) | |
| Keyword(1) | Query Log |
| Keyword(2) | Web Mining |
| Keyword(3) | Category |
| Keyword(4) | Recommendation |
| 1st Author's Name | Kouga Kobayashi |
| 1st Author's Affiliation | University of Tsukuba(Univ of Tsukuba) |
| 2nd Author's Name | Yuri Nozaki |
| 2nd Author's Affiliation | University of Tsukuba(Univ of Tsukuba) |
| 3rd Author's Name | Takayasu Fushimi |
| 3rd Author's Affiliation | Tokyo University of Technology(TUT) |
| 4th Author's Name | Tetsuji Satoh |
| 4th Author's Affiliation | University of Tsukuba(Univ of Tsukuba) |
| Date | 2017-09-18 |
| Paper # | DE2017-18 |
| Volume (vol) | vol.117 |
| Number (no) | DE-212 |
| Page | pp.pp.69-74(DE), |
| #Pages | 6 |
| Date of Issue | 2017-09-11 (DE) |