IEICE Technical Committee Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

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 Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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  
1st Author's Name Hirofumi Omori  
1st Author's Affiliation Meisei University (Meisei Univ.)
2nd Author's Name  
2nd Author's Affiliation ()
3rd Author's Name  
3rd Author's Affiliation ()
4th Author's Name  
4th Author's Affiliation ()
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
Date Time 2018-09-07 14:00:00 
Presentation Time 25 
Registration for NLC 
Paper # IEICE-NLC2018-22 
Volume (vol) IEICE-118 
Number (no) no.210 
Page pp.85-90 
#Pages IEICE-6 
Date of Issue IEICE-NLC-2018-08-30 

[Return to Top Page]

[Return to IEICE Web Page]

The Institute of Electronics, Information and Communication Engineers (IEICE), Japan