Paper Abstract and Keywords |
Presentation |
2020-06-27 12:15
Estimation of Sports Broadcast Situations based on Character-level Auto Encoder for Live Tweets Nodoka Fujimoto, Taketoshi Ushiama (Kyushu Univ.) DE2020-10 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose a method to generate vectors of each situation on video content from the latest small number of live tweets in a professional baseball broadcast. In order to vectorize the live tweets appropriately, we use a character-level auto-encoder that can deal with text noise and unique expressions of tweets. Then, to evaluate the usefulness of the proposed method, this paper present the experimental results based on the task of estimating the number of tweet posts that are likely to be correlated with the level of excitement of audiences. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
SNS / Live Tweet / Auto Encoder / Deep Learning / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 78, DE2020-10, pp. 53-58, June 2020. |
Paper # |
DE2020-10 |
Date of Issue |
2020-06-20 (DE) |
ISSN |
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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DE2020-10 |
Conference Information |
Committee |
DE |
Conference Date |
2020-06-27 - 2020-06-27 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Social Computing |
Paper Information |
Registration To |
DE |
Conference Code |
2020-06-DE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Estimation of Sports Broadcast Situations based on Character-level Auto Encoder for Live Tweets |
Sub Title (in English) |
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SNS |
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Live Tweet |
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Auto Encoder |
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Deep Learning |
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1st Author's Name |
Nodoka Fujimoto |
1st Author's Affiliation |
Kyushu University (Kyushu Univ.) |
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Taketoshi Ushiama |
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Kyushu University (Kyushu Univ.) |
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Speaker |
Author-1 |
Date Time |
2020-06-27 12:15:00 |
Presentation Time |
20 minutes |
Registration for |
DE |
Paper # |
DE2020-10 |
Volume (vol) |
vol.120 |
Number (no) |
no.78 |
Page |
pp.53-58 |
#Pages |
6 |
Date of Issue |
2020-06-20 (DE) |
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