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 2023-09-07 10:20
An Investigation of Suggested Keywords Generation Method for Search Behavior Analysis Using Large-Scale Language Model
Yumeto Inaoka (Faber Company), Mitsuo Yoshida (Univ. Tsukuba) NLC2023-9
Abstract (in Japanese) (See Japanese page) 
(in English) In content marketing, it is vital to produce beneficial content that fits with customer needs by utilizing the knowledge available in search engines. This paper focuses on suggested keywords and investigate a method for generating these keywords using a large-scale language model. The model was fine-tuned and evaluated using suggested keywords obtained from search engines. Automatic evaluation results showed that the generated suggested keywords had low similarity with the test data. In the manual evaluation, it was confirmed that approximately 70% of the outputs have equal or higher utility for search behavior analysis compared to search engines. It demonstrates the effectiveness of the approach.
Keyword (in Japanese) (See Japanese page) 
(in English) Large-Scale Language Model / Keyword Suggestion / Autocomplete / Search Behavior Analysis / / / /  
Reference Info. IEICE Tech. Rep., vol. 123, no. 176, NLC2023-9, pp. 47-50, Sept. 2023.
Paper # NLC2023-9 
Date of Issue 2023-08-30 (NLC) 
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 NLC2023-9

Conference Information
Committee NLC  
Conference Date 2023-09-06 - 2023-09-07 
Place (in Japanese) (See Japanese page) 
Place (in English) Osaka Metropolitan University. Nakamozu Campus. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) The 20th Text Analytics Symposium 
Paper Information
Registration To NLC 
Conference Code 2023-09-NLC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Investigation of Suggested Keywords Generation Method for Search Behavior Analysis Using Large-Scale Language Model 
Sub Title (in English)  
Keyword(1) Large-Scale Language Model  
Keyword(2) Keyword Suggestion  
Keyword(3) Autocomplete  
Keyword(4) Search Behavior Analysis  
1st Author's Name Yumeto Inaoka  
1st Author's Affiliation Faber Company Inc. (Faber Company)
2nd Author's Name Mitsuo Yoshida  
2nd Author's Affiliation University of Tsukuba (Univ. Tsukuba)
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 ()
Speaker Author-1 
Date Time 2023-09-07 10:20:00 
Presentation Time 25 minutes 
Registration for NLC 
Paper # NLC2023-9 
Volume (vol) vol.123 
Number (no) no.176 
Page pp.47-50 
Date of Issue 2023-08-30 (NLC) 

[Return to Top Page]

[Return to IEICE Web Page]

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