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Personalized Travel Path Recommendation Scheme on Social Media

소셜 미디어 상에서 개인화된 여행 경로 추천 기법

Aniruddha, Paul;Lim, Jongtae;Bok, Kyoungsoo;Yoo, Jaesoo
;임종태;복경수;유재수

  • Received : 2019.01.03
  • Accepted : 2019.02.07
  • Published : 2019.02.28

Abstract

In the recent times, a personalized travel path recommendation based on both travelogues and community contributed photos and the heterogeneous meta-data (tags, geographical locations, and date taken) which are associated with photos have been studied. The travellers using social media leave their location history, in the form of paths. These paths can be bridged for acquiring information, required, for future recommendation, for the future travellers, who are new to that location, providing all sort of information. In this paper, we propose a personalized travel path recommendation scheme, based on social life log. By taking advantage, of two kinds of social media, such as travelogue and community contributed photos, the proposed scheme, can not only be personalized to user's travel interest, but also be able to recommend, a travel path rather than individual Points of Interest (POIs). The proposed personalized travel route recommendation method consists of two steps, which are: pruning POI pruning step and creating travel path step. In the POI pruning step, candidate paths are created by the POI derived. In the creating travel path step, the proposed scheme creates the paths considering the user's interest, cost, time, season of the topic for more meaningful recommendation.

Keywords

Travel Path Recommendation;POI;Life Log;Social Media;Recommendation Service

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Acknowledgement

Supported by : 한국연구재단, 한국에너지기술평가원(KETEP)