TY - GEN
T1 - Data gathering system for recommender system in tourism
AU - Hirakawa, Go
AU - Satoh, Goshi
AU - Hisazumi, Kenji
AU - Shibata, Yoshitaka
N1 - Publisher Copyright:
© 2015 IEEE.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2015/12/9
Y1 - 2015/12/9
N2 - The advance in the mobile terminal and wireless communication environment enables practical use of recommendation systems in tourism. A recommender system is a kind of information filtering system that helps users to find the optimal information from vast amounts of information using user preferences, environmental contexts, and user contexts. To carries out the optimum recommendation, Recommender system requires well-developed contents repository and a large amount of labeled training data. However, such travel contents and travel context information as training data has not fully digitized even in famous tourist cities let alone in the countryside. In this paper, we introduce an architecture of a tourist support information system including VR contents that are aimed at promoting Iwate area in Japan. Also, we propose a system for gathering contents repository and training data to construct regional specific recommender engine on the tourist support system.
AB - The advance in the mobile terminal and wireless communication environment enables practical use of recommendation systems in tourism. A recommender system is a kind of information filtering system that helps users to find the optimal information from vast amounts of information using user preferences, environmental contexts, and user contexts. To carries out the optimum recommendation, Recommender system requires well-developed contents repository and a large amount of labeled training data. However, such travel contents and travel context information as training data has not fully digitized even in famous tourist cities let alone in the countryside. In this paper, we introduce an architecture of a tourist support information system including VR contents that are aimed at promoting Iwate area in Japan. Also, we propose a system for gathering contents repository and training data to construct regional specific recommender engine on the tourist support system.
UR - http://www.scopus.com/inward/record.url?scp=84964933232&partnerID=8YFLogxK
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U2 - 10.1109/NBiS.2015.78
DO - 10.1109/NBiS.2015.78
M3 - Conference contribution
AN - SCOPUS:84964933232
T3 - Proceedings - 2015 18th International Conference on Network-Based Information Systems, NBiS 2015
SP - 521
EP - 525
BT - Proceedings - 2015 18th International Conference on Network-Based Information Systems, NBiS 2015
A2 - Barolli, Leonard
A2 - Takizawa, Makoto
A2 - Xhafa, Fatos
A2 - Hsu, Hui-Huang
A2 - Enokido, Tomoya
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 18th International Conference on Network-Based Information Systems, NBiS 2015
Y2 - 2 September 2015 through 4 September 2015
ER -