Paper Abstract and Keywords |
Presentation |
2014-12-13 14:00
An ensemble learning system for correcting user's skills and its application for education Takaya Ogiso, Koichiro Yamauchi (Chubu Univ) NC2014-53 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In these days, artificial intelligence systems are well used to solve various problems in our life.
However, these artificial intelligence systems are working with the problem specific big-data.
Therefore, they need a large data sample to be learned for acquiring the problem solving skills.
Specifically, under an unknown environments, we have no learning samples for the learning of the AI.
To tackle with such unknown environments, we propose a novel hybrid learning system,
which realizes a collaborative learning of human and artificial intelligence. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
collaborative learning / accelerated learning / bagging / human skill / education / ensemble learning / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 362, NC2014-53, pp. 55-58, Dec. 2014. |
Paper # |
NC2014-53 |
Date of Issue |
2014-12-06 (NC) |
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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NC2014-53 |
Conference Information |
Committee |
MBE NC |
Conference Date |
2014-12-13 - 2014-12-13 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Nagoya University |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
NC |
Conference Code |
2014-12-MBE-NC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
An ensemble learning system for correcting user's skills and its application for education |
Sub Title (in English) |
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Keyword(1) |
collaborative learning |
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accelerated learning |
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bagging |
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human skill |
Keyword(5) |
education |
Keyword(6) |
ensemble learning |
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1st Author's Name |
Takaya Ogiso |
1st Author's Affiliation |
Chubu University (Chubu Univ) |
2nd Author's Name |
Koichiro Yamauchi |
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Chubu University (Chubu Univ) |
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Speaker |
Author-1 |
Date Time |
2014-12-13 14:00:00 |
Presentation Time |
20 minutes |
Registration for |
NC |
Paper # |
NC2014-53 |
Volume (vol) |
vol.114 |
Number (no) |
no.362 |
Page |
pp.55-58 |
#Pages |
4 |
Date of Issue |
2014-12-06 (NC) |
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