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Paper Abstract and Keywords
Presentation 2018-09-07 14:00
Knowledge exploration by combining machine learning and text mining -- Content analysis of newspaper articles on Regional Branding --
Hirofumi Omori (Meisei Univ.) NLC2018-22
Abstract (in Japanese) (See Japanese page) 
(in English) The purpose of this research is to examine a knowledge exploration method by combining machine learning and text mining. Today，machine learning is attracting attention as a method of iteratively learning a large amount of data and finding a pattern lurking in it. However，these processing results do not necessarily reflect the analyst's intention. Therefore，the author discussed the effectiveness of stepwise analysis while combining the excellent points of machine learning and text mining software，and appropriately sorting analytical data.
Keyword (in Japanese) (See Japanese page) 
(in English) machine learning / text mining / regional branding / clue expression / collocation / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 210, NLC2018-22, pp. 85-90, Sept. 2018.
Paper # NLC2018-22 
Date of Issue 2018-08-30 (NLC) 
ISSN 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 NLC2018-22

Conference Information
Committee NLC IPSJ-DC  
Conference Date 2018-09-06 - 2018-09-07 
Place (in Japanese) (See Japanese page) 
Place (in English) Seikei University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) The Thirteenth Text Analytics Symposium 
Paper Information
Registration To NLC 
Conference Code 2018-09-NLC-DC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Knowledge exploration by combining machine learning and text mining 
Sub Title (in English) Content analysis of newspaper articles on Regional Branding 
Keyword(1) machine learning  
Keyword(2) text mining  
Keyword(3) regional branding  
Keyword(4) clue expression  
Keyword(5) collocation  
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1st Author's Name Hirofumi Omori  
1st Author's Affiliation Meisei University (Meisei Univ.)
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Speaker Author-1 
Date Time 2018-09-07 14:00:00 
Presentation Time 25 minutes 
Registration for NLC 
Paper # NLC2018-22 
Volume (vol) vol.118 
Number (no) no.210 
Page pp.85-90 
#Pages 6 
Date of Issue 2018-08-30 (NLC) 

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