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Paper Abstract and Keywords
Presentation 2015-07-29 09:25
Sarcasm Detection -- How to Identify Sarcastic Statements in Twitter --
Mondher Bouazizi, Tomoaki Ohtsuki (Keio Univ.) ASN2015-21
Abstract (in Japanese) (See Japanese page) 
(in English) Sarcasm is a special form of speech by which the person conveys implicit information, within the message he transmits. Sarcasm is widely used in social networks and microblogging websites such as Twitter, where people criticize or give remarks in a way that makes it difficult even for humans to tell if what is said is what is meant. Recognizing sarcastic statements can be very useful to improve automatic sentiment analysis of data collected from the net. It helps also enhance the efficiency of after-sales services by understanding the real intentions and opinions of consumers when browsing their feedback or complaints. In this article we propose a method for sarcasm detection in Twitter. We identify the different types of sarcasm used in social networks. We propose four sets of features that cover these types of sarcasm, and that will be used to classify tweets into sarcastic and non-sarcastic. We evaluate the performances of our approach. We study the importance of each set of features and evaluate its importance in the classification.
Keyword (in Japanese) (See Japanese page) 
(in English) Twitter / sarcasm detection / sentiment analysis / / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 162, ASN2015-21, pp. 7-12, July 2015.
Paper # ASN2015-21 
Date of Issue 2015-07-22 (ASN) 
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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee RCC ASN RCS NS SR  
Conference Date 2015-07-29 - 2015-07-31 
Place (in Japanese) (See Japanese page) 
Place (in English) JA Naganoken Bldg. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Wireless Distributed Network, M2M: Machine-to-Machine, D2D (Device-to-Device),etc. 
Paper Information
Registration To ASN 
Conference Code 2015-07-RCC-ASN-RCS-NS-SR 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Sarcasm Detection 
Sub Title (in English) How to Identify Sarcastic Statements in Twitter 
Keyword(1) Twitter  
Keyword(2) sarcasm detection  
Keyword(3) sentiment analysis  
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1st Author's Name Mondher Bouazizi  
1st Author's Affiliation Keio University (Keio Univ.)
2nd Author's Name Tomoaki Ohtsuki  
2nd Author's Affiliation Keio University (Keio Univ.)
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Speaker
Date Time 2015-07-29 09:25:00 
Presentation Time 25 
Registration for ASN 
Paper # IEICE-ASN2015-21 
Volume (vol) IEICE-115 
Number (no) no.162 
Page pp.7-12 
#Pages IEICE-6 
Date of Issue IEICE-ASN-2015-07-22 


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