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Paper Abstract and Keywords
Presentation 2023-11-21 17:15
Generalization of Intent extraction techniques based on multiple use case application demonstrations
Hiroaki Kikushima, Chao Wu, Shingo Horiuchi, Kennichi Tayama, Tomoko Shibata (NTT) ICM2023-24
Abstract (in Japanese) (See Japanese page) 
(in English) NTT Laboratories aims at automatically deriving the quantified Intent for input to the system by the interaction with the user for the purpose of realization of service autonomous control based on the Intent of the user. For this purpose, it is necessary to correctly acquire from the input natural sentence such as the service utilization state of the user, and to precisely match the information (knowledge graph) necessary for the preset quantification.
However, the "Information about the user environment, services, and resources" required by the application service becomes various, and there is a problem that accurate operation is difficult in acquisition by conventional natural language processing and uniform knowledge composition. Then, this paper examines problems and solutions for more use case application from the knowledge obtained in the concept demonstration for various use cases, and explores the possibility of future generalization realization with some feasibility verification.
Keyword (in Japanese) (See Japanese page) 
(in English) Intent / Network / Autonomous control / Natural language / Knowledge Graph / / /  
Reference Info. IEICE Tech. Rep., vol. 123, no. 274, ICM2023-24, pp. 8-13, Nov. 2023.
Paper # ICM2023-24 
Date of Issue 2023-11-14 (ICM) 
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 ICM2023-24

Conference Information
Committee ICM NS CQ NV  
Conference Date 2023-11-21 - 2023-11-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Ehime Prefecture Gender Equality Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Network quality, Network measurement/management, Network virtualization, Network service, Blockchain, Security, Network intelligence/AI, etc. 
Paper Information
Registration To ICM 
Conference Code 2023-11-ICM-NS-CQ-NV 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Generalization of Intent extraction techniques based on multiple use case application demonstrations 
Sub Title (in English)  
Keyword(1) Intent  
Keyword(2) Network  
Keyword(3) Autonomous control  
Keyword(4) Natural language  
Keyword(5) Knowledge Graph  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Hiroaki Kikushima  
1st Author's Affiliation NIPPON TELEGRAPH AND TELEPHONE CORPORATION (NTT)
2nd Author's Name Chao Wu  
2nd Author's Affiliation NIPPON TELEGRAPH AND TELEPHONE CORPORATION (NTT)
3rd Author's Name Shingo Horiuchi  
3rd Author's Affiliation NIPPON TELEGRAPH AND TELEPHONE CORPORATION (NTT)
4th Author's Name Kennichi Tayama  
4th Author's Affiliation NIPPON TELEGRAPH AND TELEPHONE CORPORATION (NTT)
5th Author's Name Tomoko Shibata  
5th Author's Affiliation NIPPON TELEGRAPH AND TELEPHONE CORPORATION (NTT)
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Speaker Author-1 
Date Time 2023-11-21 17:15:00 
Presentation Time 25 minutes 
Registration for ICM 
Paper # ICM2023-24 
Volume (vol) vol.123 
Number (no) no.274 
Page pp.8-13 
#Pages 6 
Date of Issue 2023-11-14 (ICM) 

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