| Paper Abstract and Keywords |
| Presentation |
2026-03-20 15:25
A Study on Business Rule Importance Estimation Technique Using Multimodal Information Masaki Ishiyama, Shinji Ogawa, Toshiki Kadoya, Misa Fukai, Yuka Sugimoto, Sayaka Yagi (NTT) ICM2025-49 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In recent years, process analysis utilizing operational logs has advanced, but estimating the compliance importance of individual business rules has not been sufficiently explored. In practice, while critical rules directly impacting operational quality risks exist, operational manuals and procedures comprehensively list precautions, making it easy for relative importance to be obscured. This study assumes that implicit importance information emerges in the speech used during task explanations, enabling the estimation of compliance importance for business rules that are difficult to capture in documentation. Specifically, we developed a method for structured operating procedures and business rules: we quantify and integrate prosodic features extracted from speech with expression features based on transcriptions to calculate importance scores, which are then assigned to individual rules. We applied and evaluated this method on tasks within operational systems, confirming its effectiveness. This approach enables the extraction of business rules implicitly prioritized by workers—rules often overlooked in document-based analysis—and is expected to contribute to clarifying critical points and preventing errors. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Business Rules / Importance / Audio data / Operation log / Business process / Business analysis / / |
| Reference Info. |
IEICE Tech. Rep., vol. 125, no. 422, ICM2025-49, pp. 80-85, March 2026. |
| Paper # |
ICM2025-49 |
| Date of Issue |
2026-03-12 (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 |
ICM2025-49 |
| Conference Information |
| Committee |
ICM |
| Conference Date |
2026-03-19 - 2026-03-20 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hirarakou-Terminal Bldg. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
ICM |
| Conference Code |
2026-03-ICM |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Study on Business Rule Importance Estimation Technique Using Multimodal Information |
| Sub Title (in English) |
|
| Keyword(1) |
Business Rules |
| Keyword(2) |
Importance |
| Keyword(3) |
Audio data |
| Keyword(4) |
Operation log |
| Keyword(5) |
Business process |
| Keyword(6) |
Business analysis |
| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Masaki Ishiyama |
| 1st Author's Affiliation |
NTT, Inc (NTT) |
| 2nd Author's Name |
Shinji Ogawa |
| 2nd Author's Affiliation |
NTT, Inc (NTT) |
| 3rd Author's Name |
Toshiki Kadoya |
| 3rd Author's Affiliation |
NTT, Inc (NTT) |
| 4th Author's Name |
Misa Fukai |
| 4th Author's Affiliation |
NTT, Inc (NTT) |
| 5th Author's Name |
Yuka Sugimoto |
| 5th Author's Affiliation |
NTT, Inc (NTT) |
| 6th Author's Name |
Sayaka Yagi |
| 6th Author's Affiliation |
NTT, Inc (NTT) |
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| Speaker |
Author-1 |
| Date Time |
2026-03-20 15:25:00 |
| Presentation Time |
25 minutes |
| Registration for |
ICM |
| Paper # |
ICM2025-49 |
| Volume (vol) |
vol.125 |
| Number (no) |
no.422 |
| Page |
pp.80-85 |
| #Pages |
6 |
| Date of Issue |
2026-03-12 (ICM) |
|