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Paper Abstract and Keywords
Presentation 2017-01-19 14:15
Knowledge expression of low potassium vegetables cultivation in the plant factory
Yuji Omori, Yukikazu Murakami (NITKC) ICM2016-42 LOIS2016-51
Abstract (in Japanese) (See Japanese page) 
(in English) Low potassium vegetables are functional vegetables for potassium with intake restrictions including the kidney disease, and added value is high.However, it is difficult to find know-how of the low potassium vegetables cultivation by the agriculture that I depended on intuition and experience for.Therefore, in this study, I plan knowledge expression of the low potassium vegetables cultivation by ICT techniques such as sensing or the AI.Specifically, I learn a neural network using output data and training data set to do by the component potassium quantity data of the plant body as input data by environmental data provided from the sensor which I installed in a plant factory, ingredient density of the liquid fertilizer.Using the neural network that has been learned, I examine technique to estimate quantity of component potassium of the plant body from new input data.
Keyword (in Japanese) (See Japanese page) 
(in English) knowledge expression / quantity of component potassium / neural network / agriculture / reaf lettuce / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 405, LOIS2016-51, pp. 19-23, Jan. 2017.
Paper # LOIS2016-51 
Date of Issue 2017-01-12 (ICM, LOIS) 
ISSN Print edition: ISSN 0913-5685  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 ICM2016-42 LOIS2016-51

Conference Information
Committee ICM LOIS  
Conference Date 2017-01-19 - 2017-01-20 
Place (in Japanese) (See Japanese page) 
Place (in English) The Nagasaki Chamber of Commerce & Industry 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Practical Use of Lifelog, Office Information System, Business Management, etc. 
Paper Information
Registration To LOIS 
Conference Code 2017-01-ICM-LOIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Knowledge expression of low potassium vegetables cultivation in the plant factory 
Sub Title (in English)  
Keyword(1) knowledge expression  
Keyword(2) quantity of component potassium  
Keyword(3) neural network  
Keyword(4) agriculture  
Keyword(5) reaf lettuce  
1st Author's Name Yuji Omori  
1st Author's Affiliation National Institute of Technology, Kagawa College (NITKC)
2nd Author's Name Yukikazu Murakami  
2nd Author's Affiliation National Institute of Technology, Kagawa College (NITKC)
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Date Time 2017-01-19 14:15:00 
Presentation Time 25 
Registration for LOIS 
Paper # IEICE-ICM2016-42,IEICE-LOIS2016-51 
Volume (vol) IEICE-116 
Number (no) no.404(ICM), no.405(LOIS) 
Page pp.19-23 
#Pages IEICE-5 
Date of Issue IEICE-ICM-2017-01-12,IEICE-LOIS-2017-01-12 

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