Automated Menu Planning Algorithm for Children: Food Recommendation by Dietary Management System using ID3 for Indian Food Database

被引:8
|
作者
Kale, Ashvini [1 ]
Auti, Nisha [1 ]
机构
[1] Symbiosis Int Univ, Pune 412115, Maharashtra, India
关键词
BMI; BMR; Entropy; Information Gain; Nutrition; Calories;
D O I
10.1016/j.procs.2015.04.070
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Adequate nutrition is essential in early childhood for the proper body growth and organ formation, to have a strong immune system, cognitive and neurological development. Children in India are mostly suffered from malnutrition. It happens because most of the mothers don't have proper knowledge about nutrition facts, which is to be feed to her child. To give proper diet to children as per their profile, Dietary Management System using ID3 is proposed. In this paper, ID3 is implemented with an example of Beverages using Weka tool and proposed work will be implemented in JAVA. (C) 2015 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:197 / 202
页数:6
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    [J]. IEEE ACCESS, 2023, 11 : 8136 - 8149
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    [J]. Journal of Information and Computational Science, 2007, 4 (03): : 927 - 935
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    Delp, Edward J.
    Eicher-Miller, Heather A.
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    Chaovalit, Pimwadee
    Peethong, Apatha
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    Kimpan, Warangkhana
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  • [7] A SPECIAL SYMPOSIUM ROUNDUP .3. COMPUTERS IN FOOD INDUSTRU - A MANAGEMENT PLANNING AND CONTROL SYSTEM
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    NELSON, LL
    [J]. FOOD TECHNOLOGY, 1967, 21 (10) : 1340 - &
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  • [9] Dietary intake assessment in children with cystic fibrosis using 3-day food diaries: a single-centre study
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    Delhaes, Laurence
    Tetard, Candice
    Lamireau, Thierry
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    [J]. JMIR MHEALTH AND UHEALTH, 2018, 6 (08):