| Paper Abstract and Keywords |
| Presentation |
2018-06-14 14:30
Study on Travel Planning Method through Must-visiting Planning by Using Bidirectional LSTM
Liou ZihJia (NCTU), Masato Nomiyama, Toshiki Takeuchi, Tomohiro Tanikawa, Takuji Narumi, Michitaka Hirose (UTokyo) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (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) |
| (in English) |
Travel planning / Must-visiting planning / Bidirectional LSTM / Travel experience / / / / |
| Reference Info. |
ITE Tech. Rep. |
| Paper # |
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| Date of Issue |
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| Download PDF |
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| Conference Information |
| Committee |
HI IEICE-MVE |
| Conference Date |
2018-06-14 - 2018-06-15 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
FUKUTAKE Learning Theater, Fukutake Hall, The University of Tokyo |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
IEICE-MVE |
| Conference Code |
2018-06-MVE-HI |
| Language |
English |
| 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) |
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| Keyword(1) |
Travel planning |
| Keyword(2) |
Must-visiting planning |
| Keyword(3) |
Bidirectional LSTM |
| Keyword(4) |
Travel experience |
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| 1st Author's Name |
Liou ZihJia |
| 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 |
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The University of Tokyo (UTokyo) |
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| Speaker |
Author-1 |
| Date Time |
2018-06-14 14:30:00 |
| Presentation Time |
20 minutes |
| Registration for |
IEICE-MVE |
| Paper # |
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| Volume (vol) |
vol.42 |
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