Paper Abstract and Keywords |
Presentation |
2014-03-08 16:40
Creation of Correct Data to Evaluate a Difficulty Estimation Algorithm for Recommendation of Learning Contents Yasuo Miyoshi, Kazunobu Hamada, Kazuhiro Suzuki, Ken-ichi Shiota, Ryo Okamoto (Kochi Univ.) ET2013-119 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The popular technology for the information recommendation of books or web pages is based on taste information from many users, but it is important to be based on difficulty and proficiency for the recommendation of learning contents. We have developed algorithms to estimate difficulty of learning contents and proficiency of users, for recommendation considering difficulty of learning contents. These algorithms use only a bipartite network that consists of the reader relations with contents and users. In this paper, we describe how to make a correct data to evaluate the estimated difficulty, and report about the result that evaluated the precision of our algorithms. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Information Recommendation / Proficiency / Difficulty / Precision of Algorithm / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 482, ET2013-119, pp. 161-164, March 2014. |
Paper # |
ET2013-119 |
Date of Issue |
2014-03-01 (ET) |
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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ET2013-119 |
Conference Information |
Committee |
ET |
Conference Date |
2014-03-08 - 2014-03-08 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kochi National College of Technology |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
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Paper Information |
Registration To |
ET |
Conference Code |
2014-03-ET |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Creation of Correct Data to Evaluate a Difficulty Estimation Algorithm for Recommendation of Learning Contents |
Sub Title (in English) |
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Keyword(1) |
Information Recommendation |
Keyword(2) |
Proficiency |
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Difficulty |
Keyword(4) |
Precision of Algorithm |
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1st Author's Name |
Yasuo Miyoshi |
1st Author's Affiliation |
Kochi University (Kochi Univ.) |
2nd Author's Name |
Kazunobu Hamada |
2nd Author's Affiliation |
Kochi University (Kochi Univ.) |
3rd Author's Name |
Kazuhiro Suzuki |
3rd Author's Affiliation |
Kochi University (Kochi Univ.) |
4th Author's Name |
Ken-ichi Shiota |
4th Author's Affiliation |
Kochi University (Kochi Univ.) |
5th Author's Name |
Ryo Okamoto |
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Kochi University (Kochi Univ.) |
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Speaker |
Author-1 |
Date Time |
2014-03-08 16:40:00 |
Presentation Time |
25 minutes |
Registration for |
ET |
Paper # |
ET2013-119 |
Volume (vol) |
vol.113 |
Number (no) |
no.482 |
Page |
pp.161-164 |
#Pages |
4 |
Date of Issue |
2014-03-01 (ET) |
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