Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
IEICE Technical Committee Submission System
Conference Paper's Information		 Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2012-08-30 17:15
Emotion estimation of commentary tweets
Yasuhiro Tajima (OPU) NLC2012-16
Abstract (in Japanese) (See Japanese page) 
(in English) We propose estimation performances about emotion of tweets attached to web news articles.
The estimation mathod is a naive vector model of words in tweets.
We compare two machine learning methods, naive bayes and maximum entropy method.
For the estimation, we obtain 0.5 to 0.6 F-value by naive bayes method,
and 0.8 to 0.9 F-value for maximum entropy method.
Especially, the estimation results by maximum entropy method are more stable than that of
naive bayes method.
Keyword (in Japanese) (See Japanese page) 
(in English) emotion estimation / tweets / micro blog / maximum entorpy method / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 196, NLC2012-16, pp. 37-40, Aug. 2012.
Paper # NLC2012-16 
Date of Issue 2012-08-23 (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)
Download PDF NLC2012-16

Conference Information
Committee NLC  
Conference Date 2012-08-30 - 2012-08-31 
Place (in Japanese) (See Japanese page) 
Place (in English) Fuji Xerox 
Topics (in Japanese) (See Japanese page) 
Topics (in English) The Second Symposium on Text Mining 
Paper Information
Registration To NLC 
Conference Code 2012-08-NLC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Emotion estimation of commentary tweets 
Sub Title (in English)  
Keyword(1) emotion estimation  
Keyword(2) tweets  
Keyword(3) micro blog  
Keyword(4) maximum entorpy method  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Yasuhiro Tajima  
1st Author's Affiliation Okayama Prefectural University (OPU)
2nd Author's Name  
2nd Author's Affiliation ()
3rd Author's Name  
3rd Author's Affiliation ()
4th Author's Name  
4th Author's Affiliation ()
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2012-08-30 17:15:00 
Presentation Time 30 minutes 
Registration for NLC 
Paper # NLC2012-16 
Volume (vol) vol.112 
Number (no) no.196 
Page pp.37-40 
#Pages 4 
Date of Issue 2012-08-23 (NLC) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan