Paper Abstract and Keywords |
Presentation |
2014-06-14 15:10
On-site likelihood identification of tweets with context information Yurie Onitsuka, Kazutaka Shimada (Kyushu Inst. of Tech.) NLC2014-5 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The Web contains much information for the tourism, such as impressions and sentiments about sightseeing areas.Analyzing the information is a significant task for tourism informatics.A useful target resource for the analysis is information on Twitter.However, all tweets with keywords, which are related to facilities and events for tourism, might be not tourism information. In this paper, we propose a method for estimating on-site likelihood of tweets. The task is to identify whether each tweet has high on-site likelihood. We introduce a filtering process and a machine learning technique for the task.In addition, we apply previous and next tweets for the identification task, as context information. Experimental results show the effectiveness of the combination method and context information. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Twitter / Context / On-site likelihood / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 81, NLC2014-5, pp. 23-28, June 2014. |
Paper # |
NLC2014-5 |
Date of Issue |
2014-06-07 (NLC) |
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) |
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NLC2014-5 |
Conference Information |
Committee |
NLC |
Conference Date |
2014-06-14 - 2014-06-15 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kyushu Institute of Technology |
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(See Japanese page) |
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Paper Information |
Registration To |
NLC |
Conference Code |
2014-06-NLC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
On-site likelihood identification of tweets with context information |
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Twitter |
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On-site likelihood |
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1st Author's Name |
Yurie Onitsuka |
1st Author's Affiliation |
Kyushu Institute of Technology (Kyushu Inst. of Tech.) |
2nd Author's Name |
Kazutaka Shimada |
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Kyushu Institute of Technology (Kyushu Inst. of Tech.) |
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Speaker |
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Date Time |
2014-06-14 15:10:00 |
Presentation Time |
25 minutes |
Registration for |
NLC |
Paper # |
NLC2014-5 |
Volume (vol) |
vol.114 |
Number (no) |
no.81 |
Page |
pp.23-28 |
#Pages |
6 |
Date of Issue |
2014-06-07 (NLC) |
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