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Paper Abstract and Keywords
Presentation 2018-12-07 13:25
Related Term Suggestion for Bibliographic Retrieval in Informatics
Michiko Yasukawa (Gunma Univ.) AI2018-26
Abstract (in Japanese) (See Japanese page) 
(in English) To find important research papers, users need assistance with effective search clues. We propose a novel framework of related term suggestions for bibliographic retrieval in Informatics. In the search, we focused on associative relations in a database of competitive funds in Japan and a database of bibliography attributes in computer science on a worldwide basis. For enhancing the framework, we designed a text classification task, in which mappings of research descriptions and research category codes must be established. According to the experimental results, two variants of character-based seq2seq approaches showed high accuracies while pattern matching and full text search were not effective.
Keyword (in Japanese) (See Japanese page) 
(in English) information retrieval / text mining / deep learning / / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 350, AI2018-26, pp. 5-10, Dec. 2018.
Paper # AI2018-26 
Date of Issue 2018-11-30 (AI) 
ISSN 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 AI2018-26

Conference Information
Committee AI  
Conference Date 2018-12-07 - 2018-12-08 
Place (in Japanese) (See Japanese page) 
Place (in English)  
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Paper Information
Registration To AI 
Conference Code 2018-12-AI 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Related Term Suggestion for Bibliographic Retrieval in Informatics 
Sub Title (in English)  
Keyword(1) information retrieval  
Keyword(2) text mining  
Keyword(3) deep learning  
1st Author's Name Michiko Yasukawa  
1st Author's Affiliation Gunma University (Gunma Univ.)
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Speaker Author-1 
Date Time 2018-12-07 13:25:00 
Presentation Time 25 minutes 
Registration for AI 
Paper # AI2018-26 
Volume (vol) vol.118 
Number (no) no.350 
Page pp.5-10 
Date of Issue 2018-11-30 (AI) 

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