Paper Abstract and Keywords |
Presentation |
2017-06-23 13:10
Construction of Life Event Prediction Model using Tendency of Word Occurrence in User's Tweet History Shun Abe (Osaka Univ.), Masumi Shirakawa (hapicom), Takahiro Hara (Osaka Univ.), Kazushi Ikeda, Keiichiro Hoashi (KDDI Research) DE2017-1 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose a method for constructing life event prediction models using the tendency of word occurrences in past tweets posted by users who experienced the life events. We conducted experiments for five types of life events, i.e., birth, leaving hospital, getting a job, pregnancy and marriage, and assessed the prediction performance of the proposed method for each life event. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Twitter / Life event / Event detection / Event prediction / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 108, DE2017-1, pp. 1-6, June 2017. |
Paper # |
DE2017-1 |
Date of Issue |
2017-06-16 (DE) |
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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DE2017-1 |
Conference Information |
Committee |
DE |
Conference Date |
2017-06-23 - 2017-06-24 |
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(See Japanese page) |
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Paper Information |
Registration To |
DE |
Conference Code |
2017-06-DE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Construction of Life Event Prediction Model using Tendency of Word Occurrence in User's Tweet History |
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Keyword(1) |
Twitter |
Keyword(2) |
Life event |
Keyword(3) |
Event detection |
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Event prediction |
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1st Author's Name |
Shun Abe |
1st Author's Affiliation |
Osaka University (Osaka Univ.) |
2nd Author's Name |
Masumi Shirakawa |
2nd Author's Affiliation |
hapicom Inc. (hapicom) |
3rd Author's Name |
Takahiro Hara |
3rd Author's Affiliation |
Osaka University (Osaka Univ.) |
4th Author's Name |
Kazushi Ikeda |
4th Author's Affiliation |
KDDI Research, Intelligent Media Laboratory (KDDI Research) |
5th Author's Name |
Keiichiro Hoashi |
5th Author's Affiliation |
KDDI Research, Intelligent Media Laboratory (KDDI Research) |
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Speaker |
Author-1 |
Date Time |
2017-06-23 13:10:00 |
Presentation Time |
30 minutes |
Registration for |
DE |
Paper # |
DE2017-1 |
Volume (vol) |
vol.117 |
Number (no) |
no.108 |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2017-06-16 (DE) |
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