Presentation | 2018-06-14 Study on Travel Planning Method through Must-visiting Planning by Using Bidirectional LSTM ZihJia Liou, Masato Nomiyama, Toshiki Takeuchi, Tomohiro Tanikawa, Takuji Narumi, Michitaka Hirose, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | During travel planning, some travelers would first select the places which are famous or they are interested in, and then collect information for more travel spots to fill in the idle time. This scenario is must-visiting planning. However, the process is time-consuming and the sequence of the spots would affect travel experience. To support travelers in exploring spots efficiently without ruining the travel experience, we combine deep learning model - bidirectional LSTM and the concept of experience flow to provide candidates as interpolated spot to add between must-visiting spots. With this method, the travel plan can be enriched and experience can be enhanced. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Travel planningMust-visiting planningBidirectional LSTMTravel experience |
Paper # | MVE2018-4 |
Date of Issue | 2018-06-07 (MVE) |
Conference Information | |
Committee | MVE / ITE-HI |
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Conference Date | 2018/6/14(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Kenji Mase(Nagoya Univ.) / Tatsuya Yoshizawa(Kanazawa Inst. of Tech.) |
Vice Chair | Masayuki Ihara(NTT) |
Secretary | Masayuki Ihara(NTT) / (Kyushu Univ.) |
Assistant | Satoshi Nishiguchi(Oosaka Inst. of Tech.) / Masanori Yokoyama(*) |
Paper Information | |
Registration To | Technical Committee on Media Experience and Virtual Environment / Technical Group on Human Information |
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Language | ENG |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Study on Travel Planning Method through Must-visiting Planning by Using Bidirectional LSTM |
Sub Title (in English) | |
Keyword(1) | Travel planningMust-visiting planningBidirectional LSTMTravel experience |
1st Author's Name | ZihJia Liou |
1st Author's Affiliation | National Chiao Tung University(NCTU) |
2nd Author's Name | Masato Nomiyama |
2nd Author's Affiliation | The University of Tokyo(UTokyo) |
3rd Author's Name | Toshiki Takeuchi |
3rd Author's Affiliation | The University of Tokyo(UTokyo) |
4th Author's Name | Tomohiro Tanikawa |
4th Author's Affiliation | The University of Tokyo(UTokyo) |
5th Author's Name | Takuji Narumi |
5th Author's Affiliation | The University of Tokyo(UTokyo) |
6th Author's Name | Michitaka Hirose |
6th Author's Affiliation | The University of Tokyo(UTokyo) |
Date | 2018-06-14 |
Paper # | MVE2018-4 |
Volume (vol) | vol.118 |
Number (no) | MVE-95 |
Page | pp.pp.47-52(MVE), |
#Pages | 6 |
Date of Issue | 2018-06-07 (MVE) |