| Paper Abstract and Keywords |
| Presentation |
2014-12-11 13:30
Detection of National and Local Events from Twitter Yohei Ogyu, Hisashi Koga, Takahisa Toda (UEC) PRMU2014-69 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Event detection from Twitter has received a great amount of attention. There are two methods how to detect the events at previous work. One is to correct tweets by using keywords about event we decided in advance. The other is to correct tweets without laying out a detection event or keywords and analyze tweets for discovering what kind of event occur. The latter method has two types for detection that are news event spreading nationwide and local events that are comparatively small-scale and limited area such as festivals or concert events. We attempted detection and classification by same framework between National events that are news or seasonal ones spreading nationwide such as autumn leaves and Local events that are limited area or facility by analyzing tweet’s geographical variance. In previous works, it is common to detect the news events by non-geo-attached tweets and local events by geo-attached tweets, were not addressed to attempt to detect their events concurrently. We conducted the experiment of event detection with tweets data on November 2013, versatile national events such as sports, news, anime, movie and all that and local events that are remarkable ones. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Twitter / Event detection / Text mining / Natural language processing / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 114, no. 356, PRMU2014-69, pp. 25-30, Dec. 2014. |
| Paper # |
PRMU2014-69 |
| Date of Issue |
2014-12-04 (PRMU) |
| 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 |
PRMU2014-69 |
| Conference Information |
| Committee |
PRMU |
| Conference Date |
2014-12-11 - 2014-12-12 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
PRMU |
| Conference Code |
2014-12-PRMU |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Detection of National and Local Events from Twitter |
| Sub Title (in English) |
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| Keyword(1) |
Twitter |
| Keyword(2) |
Event detection |
| Keyword(3) |
Text mining |
| Keyword(4) |
Natural language processing |
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| 1st Author's Name |
Yohei Ogyu |
| 1st Author's Affiliation |
University of Electro-Communications (UEC) |
| 2nd Author's Name |
Hisashi Koga |
| 2nd Author's Affiliation |
University of Electro-Communications (UEC) |
| 3rd Author's Name |
Takahisa Toda |
| 3rd Author's Affiliation |
University of Electro-Communications (UEC) |
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| Speaker |
Author-1 |
| Date Time |
2014-12-11 13:30:00 |
| Presentation Time |
30 minutes |
| Registration for |
PRMU |
| Paper # |
PRMU2014-69 |
| Volume (vol) |
vol.114 |
| Number (no) |
no.356 |
| Page |
pp.25-30 |
| #Pages |
6 |
| Date of Issue |
2014-12-04 (PRMU) |