Paper Abstract and Keywords |
Presentation |
2010-03-05 14:00
A method of deducing the user's state of mind and preferences by analyzing pictographic characters and emoticons in mobile phone emails Ryo Yamashita, Sanae Yamaguchi, Kazumasa Takami (Soka Univ.) IN2009-211 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
As the ubiquitous environment is taking root, there are calls for services that deliver content appropriate for the individual user’s personal interests and preferences. Services are already being provided that deduce the interests or preferences of the user by analyzing his or her log data and provide content appropriate for his or her physical/mental/emotional state. A method of deducing the state of mind of the user has been proposed, which analyzes pictographic characters in emails sent by mobile phones. In this paper, we attempt to improve the accuracy of state-of-mind deduction by analyzing not only pictographic characters but also emoticons that many people use to express their feelings explicitly in mobile phone emails. We have developed an algorithm for extracting state-of-mind elements associated with each pictographic character or emoticon, and defining it with vector values of these elements. And state-of-mind vectors are registered in state-of-mind databases. We have developed a prototype system, and verified the effectiveness of the algorithm by having a group of students send sample mails. Moreover, we propose a method of deducing the user’s preference by analyzing pictographic characters in emails. Also we investigate the relativity of analyzed users state-of-mind and the music contents. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
content delivery service / user’s state of mind and preferences / mobile phone / emails / pictographic characters / emoticons / / |
Reference Info. |
IEICE Tech. Rep., vol. 109, no. 449, IN2009-211, pp. 399-404, March 2010. |
Paper # |
IN2009-211 |
Date of Issue |
2010-02-25 (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) |
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IN2009-211 |
Conference Information |
Committee |
NS IN |
Conference Date |
2010-03-04 - 2010-03-05 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Miyazaki Phoenix Seagaia Resort (Miyazaki) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
General, NS+IN workshop (March 4-5) |
Paper Information |
Registration To |
IN |
Conference Code |
2010-03-NS-IN |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A method of deducing the user's state of mind and preferences by analyzing pictographic characters and emoticons in mobile phone emails |
Sub Title (in English) |
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Keyword(1) |
content delivery service |
Keyword(2) |
user’s state of mind and preferences |
Keyword(3) |
mobile phone |
Keyword(4) |
emails |
Keyword(5) |
pictographic characters |
Keyword(6) |
emoticons |
Keyword(7) |
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1st Author's Name |
Ryo Yamashita |
1st Author's Affiliation |
Soka Univercity (Soka Univ.) |
2nd Author's Name |
Sanae Yamaguchi |
2nd Author's Affiliation |
Soka Univercity (Soka Univ.) |
3rd Author's Name |
Kazumasa Takami |
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Soka Univercity (Soka Univ.) |
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Speaker |
Author-1 |
Date Time |
2010-03-05 14:00:00 |
Presentation Time |
20 minutes |
Registration for |
IN |
Paper # |
IN2009-211 |
Volume (vol) |
vol.109 |
Number (no) |
no.449 |
Page |
pp.399-404 |
#Pages |
6 |
Date of Issue |
2010-02-25 (IN) |
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