| Presentation | 2018-09-12 Modeling Item Selection Process on Online Shopping. Fumiya Watanabe, Yuri Nozaki, Tetsuji Satoh, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, opportunities to purchase products on online shopping sites are increasing. One of the features of online shopping sites is to search for products by entering queries on search forms. Analyzing the user's search behavior is important for appropriate search support and sales improvement. In this paper, we focus on the change of the search query and analyze the search behavior using the sequence pattern mining method. We extracted frequent search patterns and analyze the relationship between the initial search pattern and the length of the search. As a result of the evaluation experiment, it was found that the behavior which moves to another page of the search result without changing the query occupies the majority of the search behavior. It was also found that the search behavior becomes longer when that action follows the initial stage of the search. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | EC site / information retriaval / query change / sequence pattern mining |
| Paper # | DE2018-16 |
| Date of Issue | 2018-09-05 (DE) |
| Conference Information | |
| Committee | DE / IPSJ-DBS / IPSJ-IFAT |
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| Conference Date | 2018/9/12(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Akiyo Nadamoto(Konan Univ.) |
| Vice Chair | Jun Miyazaki(Tokyo Inst. of Tech.) / Shingo Otsuka(Kanagawa Inst. of Tech.) |
| Secretary | Jun Miyazaki(Univ. of Hyogo) / Shingo Otsuka(Univ. of Marketing and Distrbution Science) |
| Assistant | Kazuo Goda(Univ. of Tokyo) / Hiroaki 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) | Modeling Item Selection Process on Online Shopping. |
| Sub Title (in English) | |
| Keyword(1) | EC site |
| Keyword(2) | information retriaval |
| Keyword(3) | query change |
| Keyword(4) | sequence pattern mining |
| 1st Author's Name | Fumiya Watanabe |
| 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 | Tetsuji Satoh |
| 3rd Author's Affiliation | University of Tsukuba(Univ. of Tsukuba) |
| Date | 2018-09-12 |
| Paper # | DE2018-16 |
| Volume (vol) | vol.118 |
| Number (no) | DE-213 |
| Page | pp.pp.43-47(DE), |
| #Pages | 5 |
| Date of Issue | 2018-09-05 (DE) |