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Study of Diet Recommendation System based on Fuzzy Logic and Ontology

by Shital V. Chavan, S.S. Sambare
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 132 - Number 12
Year of Publication: 2015
Authors: Shital V. Chavan, S.S. Sambare
10.5120/ijca2015907625

Shital V. Chavan, S.S. Sambare . Study of Diet Recommendation System based on Fuzzy Logic and Ontology. International Journal of Computer Applications. 132, 12 ( December 2015), 20-24. DOI=10.5120/ijca2015907625

@article{ 10.5120/ijca2015907625,
author = { Shital V. Chavan, S.S. Sambare },
title = { Study of Diet Recommendation System based on Fuzzy Logic and Ontology },
journal = { International Journal of Computer Applications },
issue_date = { December 2015 },
volume = { 132 },
number = { 12 },
month = { December },
year = { 2015 },
issn = { 0975-8887 },
pages = { 20-24 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume132/number12/23647-2015907625/ },
doi = { 10.5120/ijca2015907625 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:29:12.454860+05:30
%A Shital V. Chavan
%A S.S. Sambare
%T Study of Diet Recommendation System based on Fuzzy Logic and Ontology
%J International Journal of Computer Applications
%@ 0975-8887
%V 132
%N 12
%P 20-24
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

People are becoming very conscious about their health. Universe is changing at every moment and results in seasonal variations. These seasonal variations affect on human body. Every individual having their own unique prakriti from their birth. Prakriti is one type of energy to maintain physical and mental state of human body. Imbalance in these energies results in illnesses and different diseases. For maintaining health and prevent diseases, diet is the best medicine in Ayurveda. People follow different diet plans recommended from different dietician. This recommendation is manual recommendation, in computer aided world this is taken as slow process. For recommending diet instead of manually, different approaches from computer science are used. In this paper different existing diet recommendation approaches studies based on fuzzy approaches and ontology and knowledge representation methods, and proposed a method to recommend diet based on prakriti of person and current season.

References
  1. Dr. Neeru Nathani. 2013. An appraisal of the concept of Diet and Dietetics Ayurveda. Asian Journal of Modern and Ayurvedic Medical Science (ISSN 2279-0772) Vol.2, no.1.
  2. S. Kher, An jana Jain, M.K. Ojha, G.N. Sharma. 1996. Intelligent Diagnosis of Human Disorders based on Ayurveda.
  3. Chaudhary Sunil Kumar and Tripathi N. S. 2013. Study Of Seasonal Variations In Different Prakriti Persons With Special Reference To Serum Urea. International Journal Of General Medicine And Pharmacy (Ijgmp) Issn 2319-3999 Vol. 2, Issue 3, 23-28.
  4. Tanumeet Kaur, Amardeep Kaur. 2012. Extension of A Crisp Ontology to Fuzzy Ontology. International Journal Of Computational Engineering Research (ijceronline.com) Vol. 2.
  5. Mei-Hui Wang, and Hani Hagras. 2010. A Type-2 Fuzzy Ontology and Its Application to Personal Diabetic-Diet Recommendation. IEEE Transactions On Fuzzy Systems, Vol. 18, No. 2.
  6. Joshua M. Krbez, Adnan Shaout. 2013. Fuzzy Nutrition System. International Journal of Innovative Research in Computer and Communication Engineering (An ISO 3297: 2007 Certified Organization) Vol. 1.
  7. Nilavu Devadoss, Sivakumar Ramakrishnan. 2015. Knowledge Representation using Fuzzy Ontologies – A Review. International Journal of Computer Science and Information Technologies, Vol. 6 (5).
  8. V.V. Cross. 2014. “Fuzzy Ontologies: The State of the Art. IEEE.
  9. Chang-Shing Lee, Mei-Hui Wang, and Shun-Teng Lan. 2015. Adaptive Personalized Diet Linguistic Recommendation Mechanism Based on Type-2 Fuzzy Sets and Genetic Fuzzy Markup Language. IEEE Transactions on Fuzzy Systems, Vol. 23, No. 5.
  10. Chang-Shing Lee, Mei-Hui Wang,Zhi-Wei Chen. 2011. Genetic Fuzzy Markup Language for Diet Application. 2011 IEEE International Conference on Fuzzy Systems June 27-30.
  11. Wahidah Husain, Lee Jing Wei, Sooi Li Cheng and Nasriah Zakaria. 2011. Application of Data Mining Techniques in a Personalized Diet Recommendation System for Cancer Patients. 2011 IEEE Colloquium on Humanities, Science and Engineering Research (CHUSER 2011), Dec 5-6.
  12. Chang-Shing Lee, Mei-Hui Wang, Zhi-Wei Chen, Chi-Fang Lo, Su-E Kuo, Hui-Ching Kuo and Hui-Hua Cheng. 2009. A Novel Type-2 Fuzzy Ontology and Its Application to Diet Assessment. IEEE/WIC/ACM International Joint Conferences on, vol.3, 15-18.
Index Terms

Computer Science
Information Sciences

Keywords

Prakriti Season Fuzzy logic Ontology Diet recommendation.