Paper Abstract and Keywords |
Presentation |
2023-03-17 11:00
Knowledge Extraction by Machine Learning Using Physical and Human Sensors in Smart Agriculture Kenta Toya, Moritaro Inoue, Naoshi Uchihira (JAIST) MSS2022-97 NLP2022-142 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Smart agriculture based on IoT is one of the effective methods to improve the efficiency of agricultural work. However, physical sensors used in smart agriculture have limitations in terms of performance and cost to capture various changes in crops and the environment in a vast agricultural field, and it is effective to use them in combination with human senses. In this study, we collect and integrate data from physical sensors and human sensors (awareness through the five human senses) in planter cultivation and analyze them using machine learning in order to extract knowledge in agricultural knowledge management. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
IoT(Internet of Things) / Smart Voice Messaging System / Agricultural Knowledge Management System / Knowledge Extraction / Machine Learning / Awareness / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 435, MSS2022-97, pp. 164-167, March 2023. |
Paper # |
MSS2022-97 |
Date of Issue |
2023-03-08 (MSS, NLP) |
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) |
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MSS2022-97 NLP2022-142 |
Conference Information |
Committee |
NLP MSS |
Conference Date |
2023-03-15 - 2023-03-17 |
Place (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
MSS |
Conference Code |
2023-03-NLP-MSS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Knowledge Extraction by Machine Learning Using Physical and Human Sensors in Smart Agriculture |
Sub Title (in English) |
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Keyword(1) |
IoT(Internet of Things) |
Keyword(2) |
Smart Voice Messaging System |
Keyword(3) |
Agricultural Knowledge Management System |
Keyword(4) |
Knowledge Extraction |
Keyword(5) |
Machine Learning |
Keyword(6) |
Awareness |
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1st Author's Name |
Kenta Toya |
1st Author's Affiliation |
Japan Advanced Institute of Science and Technology (JAIST) |
2nd Author's Name |
Moritaro Inoue |
2nd Author's Affiliation |
Japan Advanced Institute of Science and Technology (JAIST) |
3rd Author's Name |
Naoshi Uchihira |
3rd Author's Affiliation |
Japan Advanced Institute of Science and Technology (JAIST) |
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Speaker |
Author-1 |
Date Time |
2023-03-17 11:00:00 |
Presentation Time |
20 minutes |
Registration for |
MSS |
Paper # |
MSS2022-97, NLP2022-142 |
Volume (vol) |
vol.122 |
Number (no) |
no.435(MSS), no.436(NLP) |
Page |
pp.164-167 |
#Pages |
4 |
Date of Issue |
2023-03-08 (MSS, NLP) |
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