| Presentation | 2016-01-22 A research on user classification by market using search queries based on a topic model Tomomi Sanjo, Akito Sakurai, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, recommendation has become popular for many people who use real estate portal sites. Because new apartments or houses for sale are not so many, it is difficult to recommend other similar properties. On the other hand, there are some persons who are searching varying kind of properties at the same time, for example a house for sale and a rental house. Our purpose is to find persons who search both type of houses, and to recommend other houses with many alternatives. For that, we propose how to cluster users with their search queries based on a topic model. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Real Estate / Change the market / LDA / Topic Model |
| Paper # | ICM2015-37,LOIS2015-59 |
| Date of Issue | 2016-01-14 (ICM, LOIS) |
| Conference Information | |
| Committee | ICM / LOIS |
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| Conference Date | 2016/1/21(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Fukuoka Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Practical Use of Lifelog, Office Information System, Business Management, etc. |
| Chair | Shingo Ata(Osaka City Univ.) / Manabu Okamoto(NTT) |
| Vice Chair | Kiyohito Yoshihara(KDDI R&D Labs.) / Manabu Nakagawa(NTT Communications) / Hiroyuki Nishi(Sojo Univ.) |
| Secretary | Kiyohito Yoshihara(Hitachi) / Manabu Nakagawa(NEC) / Hiroyuki Nishi(Tsuda College) |
| Assistant | Masao Murata(Fujitsu) / Yu Ichifuji(NII) |
| Paper Information | |
| Registration To | Technical Committee on Information and Communication Management / Technical Committee on Life Intelligence and Office Information Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A research on user classification by market using search queries based on a topic model |
| Sub Title (in English) | |
| Keyword(1) | Real Estate |
| Keyword(2) | Change the market |
| Keyword(3) | LDA |
| Keyword(4) | Topic Model |
| 1st Author's Name | Tomomi Sanjo |
| 1st Author's Affiliation | Next Co., Ltd.(Next Co., Ltd) |
| 2nd Author's Name | Akito Sakurai |
| 2nd Author's Affiliation | Keio University(Keio Univ.) |
| Date | 2016-01-22 |
| Paper # | ICM2015-37,LOIS2015-59 |
| Volume (vol) | vol.115 |
| Number (no) | ICM-409,LOIS-410 |
| Page | pp.pp.63-68(ICM), pp.63-68(LOIS), |
| #Pages | 6 |
| Date of Issue | 2016-01-14 (ICM, LOIS) |