Proceedings of the Korea Contents Association Conference (한국콘텐츠학회:학술대회논문집)
- 2017.05a
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- Pages.453-454
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- 2017
Personalized Travel Path Recommendations with Social Life Log
소셜 라이프 로그를 이용한 개인화된 여행 경로 추천
- Paul, Aniruddha (Department of Information and Communication Engineering, Chungbuk National University) ;
- Lim, Jongtae (Department of Information and Communication Engineering, Chungbuk National University) ;
- Bok, Kyoungsoo (Department of Information and Communication Engineering, Chungbuk National University) ;
- Yoo, Jasesoo (Department of Information and Communication Engineering, Chungbuk National University)
- Published : 2017.05.12
Abstract
The travellers using social media leave their location history in the form of trajectories. These trajectories can be bridged for acquiring information, required for future recommendation for the future travelers, 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). It also maps both user's and routes' textual descriptions to the topical package space to get user topical package model and route topical package model (i.e., topical interest, cost, time and season).
Keywords