Ontology Based Intelligent Diet Food Recommendation Agents

نویسنده

  • R. Sivakumar
چکیده

A healthy diet and lifestyle are the most effective approaches to prevent disease. When a person eats too much or too little on a continual basis, the risk of disease will increase. Therefore, developing healthy and balanced eating habits is essential to disease prevention. This study proposes an intelligent diet food recommendation agent (IDFRA), including a personal profile agent, a nutrition facts analysis agent, a knowledge analysis agent, a discovery agent, a fuzzy inference agent, and a semantic generation agent for healthy diet planning. The IDFRA provides a semantic analysis of healthy diet status for people based on the preconstructed ontology by domains experts and results of fuzzy inference. With the generated semantic analysis, people can get healthy information about what they eat and make it easier to eat a balanced and healthy diet. The experimental platform has been constructed to test the performance of the IDFRA. The results indicate that the IDFRA can effectively work for healthy diet planning.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Ontology-based intelligent multi-agent for diet food recommendation

K.Prakash, R.Sivakumar Abstract— A healthy diet and lifestyle are the most effective approaches to prevent disease. When a person eats too much or too little on a continual basis, the risk of disease will increase. Therefore, developing healthy and balanced eating habits is essential to disease prevention. This study proposes an intelligent diet food recommendation multi-agent (IDFRMA), includi...

متن کامل

An Intelligent System Integrated with Fuzzy Ontology for Product Recommendation and Retrieval

– Systems that are integrated with recommendation features to support decision processes can provide a more personalized and proactive retrieval experience for users to choose among retrieval alternatives and subsequent refinement of choices. Many real-world systems call for autonomous intelligent agents acting in the face of uncertain knowledge and limited computational resources. This paper e...

متن کامل

A Systematic Review of Nutrition Recommendation Systems: With Focus on Technical Aspects

Background: Nutrition informatics has become a novel approach for registered dietitians to practice in this field and make a profit for health care. Recommendation systems considered as an effective technology into aid users to adjust their eating behavior and achieve the goal of healthier food and diet. The purpose of this study is to review nutrition recommendation systems (NRS) and their cha...

متن کامل

Effect of Various Levels of Protein in Diet Based on Total and Digestible Amino Acids on Performance of Cobb Strain Broilers

In order to study the effects of various levels of protein in diet based on total and digestible amino acids on performance and carcass traits of broilers, an experiment was conducted as a completely randomized design with 288 broiler chicks from Cobb 500 strain in 6 treatments, each treatment consist of 3 replicates with 16 chicks per replicate. Treatments were the diets as follow: 1) diet for...

متن کامل

Research of Intelligent Web Courseware Model System Based on Ontology

The development of distance education put forward higher requirements for WEB courseware, it should update teaching content based on the degree of students. This article proposes a resource sharing model of courseware based on semantic web so as to solve the problem of courseware in the teaching process. It takes Resource sharing based on SCORM courses object model as a framework and use XML to...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016