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Paper Abstract and Keywords
Presentation 2014-10-16 15:20
A Method to Extract Security-related Tweets
Atsutoshi Kumagai, Shingo Orihara, Tetsuya Abe, Susumu Kakuta, Yasushi Okano, Yoshihito Oshima (NTT) IN2014-76
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, Twitter is becoming a place where security-related information is posted, such as a warning of cyber attacks which lead to a security incident. It is important to establish a method to extract security-related tweets, since those tweets are useful to take a measure against security incidents. However, there is no former study which targets for extracting security-related tweets. In this paper, we propose a system to extract security-related tweets by analyzing tweets and those meta-data via machine learning. Through experiments, we show effectiveness of our proposed system.
Keyword (in Japanese) (See Japanese page) 
(in English) Twitter / Tweet Extraction / Machine Learning / Security / / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 253, IN2014-76, pp. 13-18, Oct. 2014.
Paper # IN2014-76 
Date of Issue 2014-10-09 (IN) 
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 IN2014-76

Conference Information
Committee IN  
Conference Date 2014-10-16 - 2014-10-17 
Place (in Japanese) (See Japanese page) 
Place (in English) Osaka Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Contingency Plan/BCP, Robustness, Security and Privacy, Authentication/ID management, Web Service/SOA/ROA Platform, Social Networking Service (SNS), etc. 
Paper Information
Registration To IN 
Conference Code 2014-10-IN 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Method to Extract Security-related Tweets 
Sub Title (in English)  
Keyword(1) Twitter  
Keyword(2) Tweet Extraction  
Keyword(3) Machine Learning  
Keyword(4) Security  
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1st Author's Name Atsutoshi Kumagai  
1st Author's Affiliation Nippon Telegragh and Telephone Corporation (NTT)
2nd Author's Name Shingo Orihara  
2nd Author's Affiliation Nippon Telegragh and Telephone Corporation (NTT)
3rd Author's Name Tetsuya Abe  
3rd Author's Affiliation Nippon Telegragh and Telephone Corporation (NTT)
4th Author's Name Susumu Kakuta  
4th Author's Affiliation Nippon Telegragh and Telephone Corporation (NTT)
5th Author's Name Yasushi Okano  
5th Author's Affiliation Nippon Telegragh and Telephone Corporation (NTT)
6th Author's Name Yoshihito Oshima  
6th Author's Affiliation Nippon Telegragh and Telephone Corporation (NTT)
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Speaker
Date Time 2014-10-16 15:20:00 
Presentation Time 25 
Registration for IN 
Paper # IEICE-IN2014-76 
Volume (vol) IEICE-114 
Number (no) no.253 
Page pp.13-18 
#Pages IEICE-6 
Date of Issue IEICE-IN-2014-10-09 


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