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Paper Abstract and Keywords
Presentation 2012-08-31 11:30
Skill discovery and matching based on feature words extraction from senior people's resumes
Takahiro Miura (Univ. Tokyo), Masatomo Kobayashi (IBM), Atsushi Hiyama (Univ. Tokyo), Hironobu Takagi (IBM), Michitaka Hirose (Univ. Tokyo) NLC2012-20
Abstract (in Japanese) (See Japanese page) 
(in English) Due to the fact that senior people have special abilities such as knowledges, experiences, and skills which young people does not have, they can be driving forces to promote a society. For utilizing their enormous abilities, it is necessary to collect and organize them effectively. In this study, the authors aimed at arranging and evaluating ability information of senior people. First, resumes of senior people's professional activities were gathered and then characteristic keywords of each resume were extracted as skill information using calculation of term frequency - inverse document frequency (TF-IDF). Likewise, the keywords was extracted from information on job offer based on TF-IDF. The result obtained by comparison of these TF-IDFs, suggested that it is possible to provide work contents which match each senior person.
Keyword (in Japanese) (See Japanese page) 
(in English) skill discovery / skill matching / TF-IDF / senior people / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 196, NLC2012-20, pp. 55-59, Aug. 2012.
Paper # NLC2012-20 
Date of Issue 2012-08-23 (NLC) 
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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee NLC  
Conference Date 2012-08-30 - 2012-08-31 
Place (in Japanese) (See Japanese page) 
Place (in English) Fuji Xerox 
Topics (in Japanese) (See Japanese page) 
Topics (in English) The Second Symposium on Text Mining 
Paper Information
Registration To NLC 
Conference Code 2012-08-NLC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Skill discovery and matching based on feature words extraction from senior people's resumes 
Sub Title (in English)  
Keyword(1) skill discovery  
Keyword(2) skill matching  
Keyword(3) TF-IDF  
Keyword(4) senior people  
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1st Author's Name Takahiro Miura  
1st Author's Affiliation Graduate School of Information Science and Technology, the University of Tokyo (Univ. Tokyo)
2nd Author's Name Masatomo Kobayashi  
2nd Author's Affiliation IBM Research - Tokyo (IBM)
3rd Author's Name Atsushi Hiyama  
3rd Author's Affiliation Graduate School of Information Science and Technology, the University of Tokyo (Univ. Tokyo)
4th Author's Name Hironobu Takagi  
4th Author's Affiliation IBM Research - Tokyo (IBM)
5th Author's Name Michitaka Hirose  
5th Author's Affiliation Graduate School of Information Science and Technology, the University of Tokyo (Univ. Tokyo)
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Speaker
Date Time 2012-08-31 11:30:00 
Presentation Time 30 
Registration for NLC 
Paper # IEICE-NLC2012-20 
Volume (vol) IEICE-112 
Number (no) no.196 
Page pp.55-59 
#Pages IEICE-5 
Date of Issue IEICE-NLC-2012-08-23 


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