| Presentation | 2015-06-20 A study of effective visit history utilization for Location recommendation Jungkyu Han, Hayato Yamana, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In addition to user’s preference, considering visit pattern is also important for location recommendation. Many previous studies studied external factors’ influences on visit pattern such as time and movement distance. However, internal factors like “Familiarity with area” should be considered to achieve improved accuracy. For instance, person tends to visit more preferable place than popular location when she is in familiar area. However, she will visit popular location in unfamiliar area. In this paper, we investigate relationship between familiarity and visit pattern with Location-based service data. And then study feasibility of location recommendation method utilizes the familiarity concept. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Recommendation / POI / LBS / LBNS / Familiarity / Visit pattern / Location Based Service |
| Paper # | DE2015-9 |
| Date of Issue | 2015-06-13 (DE) |
| Conference Information | |
| Committee | DE |
|---|---|
| Conference Date | 2015/6/20(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Recruit Technologies |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Social Computing |
| Chair | Masato Oguchi(Ochanomizu Univ.) |
| Vice Chair | Makoto Onizuka(Osaka Univ.) / Masashi Toyoda(Univ. of Tokyo) |
| Secretary | Makoto Onizuka(Univ. of Electro-Comm.) / Masashi Toyoda(Kyushu Univ.) |
| Assistant | Mayuki Ueda(Univ. of Marketing and Distrbution Science) / Daisuke Kitayama(Kogakuin Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Data Engineering |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study of effective visit history utilization for Location recommendation |
| Sub Title (in English) | User's Familiarity with area and Visit pattern change |
| Keyword(1) | Recommendation |
| Keyword(2) | POI |
| Keyword(3) | LBS |
| Keyword(4) | LBNS |
| Keyword(5) | Familiarity |
| Keyword(6) | Visit pattern |
| Keyword(7) | Location Based Service |
| 1st Author's Name | Jungkyu Han |
| 1st Author's Affiliation | Waseda Univerisity(Waseda Univ.) |
| 2nd Author's Name | Hayato Yamana |
| 2nd Author's Affiliation | Waseda Univerisity(Waseda Univ.) |
| Date | 2015-06-20 |
| Paper # | DE2015-9 |
| Volume (vol) | vol.115 |
| Number (no) | DE-110 |
| Page | pp.pp.29-34(DE), |
| #Pages | 6 |
| Date of Issue | 2015-06-13 (DE) |