Paper Abstract and Keywords |
Presentation |
2013-06-22 16:11
Automatic Alignment of Tweets with Research Papers Hikaru Nakahashi, Hidetsugu Nanba, Toshiyuki Takezawa (Hiroshima City Univ.), Atsuhiro Takasu (NII) DE2013-17 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Recently, participants of academic conferences often post their comments for each research paper (presentation) to Twitter. Some of these comments are useful for understanding the papers from various viewpoints. Therefore, we have studied automatic alignment of tweets with research papers. The procedure consists of the following two steps: (1) alignment each tweet with a research paper and (2) classification of tweets for detecting useful ones. We conducted some experiments to confirm the effectiveness of our method. From the results, we obtained recall and precision scores of 0.5080 and 0.4853, respectively, for the alignment of tweets with research papers. We also obtained recall and precision scores of 0.4533 and 0.5782, respectively, for the classification of tweets. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Twitter / research paper / DP matching / SVM / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 105, DE2013-17, pp. 65-70, June 2013. |
Paper # |
DE2013-17 |
Date of Issue |
2013-06-15 (DE) |
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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DE2013-17 |
Conference Information |
Committee |
DE |
Conference Date |
2013-06-22 - 2013-06-22 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
ASTUDIO, Aoyama Gakuin Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Social Computing |
Paper Information |
Registration To |
DE |
Conference Code |
2013-06-DE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Automatic Alignment of Tweets with Research Papers |
Sub Title (in English) |
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Twitter |
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research paper |
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DP matching |
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SVM |
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1st Author's Name |
Hikaru Nakahashi |
1st Author's Affiliation |
Hiroshima City University (Hiroshima City Univ.) |
2nd Author's Name |
Hidetsugu Nanba |
2nd Author's Affiliation |
Hiroshima City University (Hiroshima City Univ.) |
3rd Author's Name |
Toshiyuki Takezawa |
3rd Author's Affiliation |
Hiroshima City University (Hiroshima City Univ.) |
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Atsuhiro Takasu |
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National Institute of Informatics (NII) |
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Speaker |
Author-1 |
Date Time |
2013-06-22 16:11:00 |
Presentation Time |
4 minutes |
Registration for |
DE |
Paper # |
DE2013-17 |
Volume (vol) |
vol.113 |
Number (no) |
no.105 |
Page |
pp.65-70 |
#Pages |
6 |
Date of Issue |
2013-06-15 (DE) |
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