Presentation 2015-06-20
A study of effective visit history utilization for Location recommendation
Jungkyu Han, Hayato Yamana,
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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)