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Paper Abstract and Keywords
Presentation 2011-03-03 09:40
Various music recommendation scheme based on listening record including tacit evaluation
Daisuke Yamaguchi, Yoshiaki Shiraishi, Akira Iwata (Nagoya Inst. of Tech.) LOIS2010-66
Abstract (in Japanese) (See Japanese page) 
(in English) A variety of recommendation techniques for supplementing the flood of digital music are proposed, and a lot of applied techniques of the user's behavior and collaborative filtering based on the evaluation are designed especially. However, collaborative filtering is insufficient the feature vector that shows a different characteristic to do various recommendations from the character of the technique that the recommendation contents depend on similar user's feature vector by the music recommendation with huge number of contents. Then, the achievement of various music recommendations is tried by generating original and the feature vector of the concept of making the different preference involved to each user based on the reproduction history including a tacit evaluation an expression as a preprocessing that applies collaborative filtering in this text.
Keyword (in Japanese) (See Japanese page) 
(in English) Collaborative Filtering / Music recommendation / Listening record / / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 450, LOIS2010-66, pp. 7-12, March 2011.
Paper # LOIS2010-66 
Date of Issue 2011-02-24 (LOIS) 
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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Conference Information
Committee LOIS  
Conference Date 2011-03-03 - 2011-03-04 
Place (in Japanese) (See Japanese page) 
Place (in English) Ishigaki IT business support center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Practical Use of Lifelog, Office Information System, LifeInteligence, etc. 
Paper Information
Registration To LOIS 
Conference Code 2011-03-LOIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Various music recommendation scheme based on listening record including tacit evaluation 
Sub Title (in English)  
Keyword(1) Collaborative Filtering  
Keyword(2) Music recommendation  
Keyword(3) Listening record  
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1st Author's Name Daisuke Yamaguchi  
1st Author's Affiliation Nagoya Institute of Technology (Nagoya Inst. of Tech.)
2nd Author's Name Yoshiaki Shiraishi  
2nd Author's Affiliation Nagoya Institute of Technology (Nagoya Inst. of Tech.)
3rd Author's Name Akira Iwata  
3rd Author's Affiliation Nagoya Institute of Technology (Nagoya Inst. of Tech.)
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Speaker Author-1 
Date Time 2011-03-03 09:40:00 
Presentation Time 25 minutes 
Registration for LOIS 
Paper # LOIS2010-66 
Volume (vol) vol.110 
Number (no) no.450 
Page pp.7-12 
#Pages 6 
Date of Issue 2011-02-24 (LOIS) 

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