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Paper Abstract and Keywords
Presentation 2015-12-18 12:00
A Study on Prediction Model of the Number of Applications on Internet Portal Sites for Job Hunting
Takuto Notsu, Kenta Mikawa, Masayuki Goto (Waseda Univ.), Tairiku Ogihara (Recruit Career Co., Ltd.) AI2015-34
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, the number of companies which are published on internet portal sites has increased in Japan. These portal sites are useful tools not only for large companies but for middle and small companies. It will be great interest to predict the number of applications for companies which are published on these portal sites. In this study, we construct the model which predicts and analyzes the number of applications for each company by using a statistical machine learning model.
Furthermore,we verify the effectiveness of the proposed method by using the actual data stored on this site.
Keyword (in Japanese) (See Japanese page) 
(in English) Data analysis / Generalized linear mixed model / Hierarchical Bayesian model / Constrained least squares method / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 381, AI2015-34, pp. 49-54, Dec. 2015.
Paper # AI2015-34 
Date of Issue 2015-12-11 (AI) 
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)
Download PDF AI2015-34

Conference Information
Committee AI  
Conference Date 2015-12-18 - 2015-12-19 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To AI 
Conference Code 2015-12-AI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study on Prediction Model of the Number of Applications on Internet Portal Sites for Job Hunting 
Sub Title (in English)  
Keyword(1) Data analysis  
Keyword(2) Generalized linear mixed model  
Keyword(3) Hierarchical Bayesian model  
Keyword(4) Constrained least squares method  
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Keyword(6)  
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Keyword(8)  
1st Author's Name Takuto Notsu  
1st Author's Affiliation Waseda University (Waseda Univ.)
2nd Author's Name Kenta Mikawa  
2nd Author's Affiliation Waseda University (Waseda Univ.)
3rd Author's Name Masayuki Goto  
3rd Author's Affiliation Waseda University (Waseda Univ.)
4th Author's Name Tairiku Ogihara  
4th Author's Affiliation Recruit Career Co., Ltd. (Recruit Career Co., Ltd.)
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Speaker Author-1 
Date Time 2015-12-18 12:00:00 
Presentation Time 20 minutes 
Registration for AI 
Paper # AI2015-34 
Volume (vol) vol.115 
Number (no) no.381 
Page pp.49-54 
#Pages 6 
Date of Issue 2015-12-11 (AI) 

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