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| Presentation | 2013-03-08 11:40 On influence of personal interests and attributes in travel behavior analysis -- Analysis on location data of foreign tourists to Okinawa -- Seira Hidano, Tetsushi Ohki (Waseda Univ.)  LOIS2012-95 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Analysing large-scale travel behavior acquired from small terminal like smartphones to improve the service is now attracting attention. In this paper, we propose the method which can analyze travel behavior based on machine learning techniques while considering personal interests and attributes. Subsequently, we extract trajectory patterns from transactions of tourist's location data and clarify the influence of age or gender on travel behavior by analyzing the trajectory patterns. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Okinawa2Go / Affinity Propagation / PrefixSpan / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 466, LOIS2012-95, pp. 149-154, March 2013. | |
| Paper # | LOIS2012-95 | |
| Date of Issue | 2013-02-28 (LOIS) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | LOIS2012-95 |
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| Conference Information | |
| Committee | LOIS |
| Conference Date | 2013-03-07 - 2013-03-08 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | LOIS |
| Conference Code | 2013-03-LOIS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | On influence of personal interests and attributes in travel behavior analysis |
| Sub Title (in English) | Analysis on location data of foreign tourists to Okinawa |
| Keyword(1) | Okinawa2Go |
| Keyword(2) | Affinity Propagation |
| Keyword(3) | PrefixSpan |
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| 1st Author's Name | Seira Hidano |
| 1st Author's Affiliation | Waseda University (Waseda Univ.) |
| 2nd Author's Name | Tetsushi Ohki |
| 2nd Author's Affiliation | Waseda University (Waseda Univ.) |
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| Speaker | Author-1 |
| Date Time | 2013-03-08 11:40:00 |
| Presentation Time | 20 minutes |
| Registration for | LOIS |
| Paper # | LOIS2012-95 |
| Volume (vol) | vol.112 |
| Number (no) | no.466 |
| Page | pp.149-154 |
| #Pages | 6 |
| Date of Issue | 2013-02-28 (LOIS) |
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