Virtual Dietitian: A Nutrition Knowledge-Based System Using Forward Chaining Algorithm

Garcia, Manuel B.; Mangaba, Joel B.; Tanchoco, Celeste C.

doi:10.1109/3ict53449.2021.9581887

Cited by 28 publications

(5 citation statements)

References 13 publications

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“…The emergence of telenutrition has spurred the development of various online nutrition applications, one of which is Virtual Dietitian. This application is a nutrition knowledge-based system that employs a forward chaining algorithm to create personalized meal plans based on users' profiles, preferences, and dietary restrictions [33]. To function effectively as a recommender system, it leverages an extensive nutritional information database that contains a wide range of foods and their nutritional content.…”

Section: Virtual Dietitian: a Knowledge-driven Nutrition Systemmentioning

confidence: 99%

“…Meal planning is an important process for ensuring a healthy and well-balanced diet. More importantly, customizing meals to accommodate individual preferences, dietary restrictions, and daily caloric requirements is crucial for improving adherence to a particular meal plan [33]. When ChatGPT is presented with this array of variables (as exemplified in the sample prompt below), it is more likely to generate personalized meal plans that cater to individual needs.…”

Section: Personalized Meal Plannermentioning

confidence: 99%

“…Dietitians and nutrition professionals frequently employ the Nutrition Care Process (NCP) in providing individualized care to their clients [33]. As presented in Figure 2, this systematic methodology encompasses a series of steps, such as (1) nutrition assessment, (2) nutrition diagnosis, (3) nutrition intervention, and (4) nutrition monitoring and evaluation.…”

Section: How Can Chatgpt Assist Throughout Each Stage Of the Nutritio...mentioning

confidence: 99%

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ChatGPT as a Virtual Dietitian: Exploring Its Potential as a Tool for Improving Nutrition Knowledge

Garcia

2023

ASI

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The field of health and medical sciences has witnessed a surge of published research exploring the applications of ChatGPT. However, there remains a dearth of knowledge regarding its specific potential and limitations within the domain of nutrition. Given the increasing prevalence of nutrition-related diseases, there is a critical need to prioritize the promotion of a comprehensive understanding of nutrition. This paper examines the potential utility of ChatGPT as a tool for improving nutrition knowledge. Specifically, it scrutinizes its characteristics in relation to personalized meal planning, dietary advice and guidance, food intake tracking, educational materials, and other commonly found features in nutrition applications. Additionally, it explores the potential of ChatGPT to support each stage of the Nutrition Care Process. Addressing the prevailing question of whether ChatGPT can replace healthcare professionals, this paper elucidates its substantial limitations within the context of nutrition practice and education. These limitations encompass factors such as incorrect responses, coordinated nutrition services, hands-on demonstration, physical examination, verbal and non-verbal cues, emotional and psychological aspects, real-time monitoring and feedback, wearable device integration, and ethical and privacy concerns have been highlighted. In summary, ChatGPT holds promise as a valuable tool for enhancing nutrition knowledge, but further research and development are needed to optimize its capabilities in this domain.

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Section: Virtual Dietitian: a Knowledge-driven Nutrition Systemmentioning

confidence: 99%

Section: Personalized Meal Plannermentioning

confidence: 99%

Section: How Can Chatgpt Assist Throughout Each Stage Of the Nutritio...mentioning

confidence: 99%

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ChatGPT as a Virtual Dietitian: Exploring Its Potential as a Tool for Improving Nutrition Knowledge

Garcia

2023

ASI

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“…Hasil pengujian sistem pakar ini dapat merekomendasikan pemilihan kamera DSLR yang relevan dengan nilai MOS 3,5 dan 4 [9]. Struktur sistem pakar dapat dilihat seperti pada Gambar 1 [10].…”

Section: Pendahuluanunclassified

Perancangan Sistem Pakar Diagnosa Penyakit Otitis Menggunakan Metode Forward Chaining Dan Certainty Factor

Jufri

Caniago²

2022

JTEKSIS

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The ear is the five senses and is the external organ that most often interacts with external objects, the most common disturbance in the ear organs is an infection in the ear called otitis, otitis is an inflammation that causes an infection in the ear. Otitis itself has many types such as external, media, internal and others. with research using an Expert System, utilizing the Forward Chaining and Certainty Factor methods, it is hoped that it can help patients to be able to consult the system, as appropriate to consult an ENT-KL specialist, with an accuracy of up to 94%.

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“…Forward chaining is matching facts or statements starting from the left (IF first). In other words, reasoning starts from the facts first to test the truth of the hypothesis (Garcia, et al, 2021;Wulansari, et al, 2022).…”

Section: System Definitionmentioning

confidence: 99%

Online Information Delivery Service System Design Using Web-Based Forward Chaining Method in Pharmaceutical Companies

Asmoro

Wardhani

Ekasari

2022

JAETS

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This online complaint or information submission application is a web-based application which is useful to assist employees obtain information online. Currently, the complaint and information submission are still using the old method by asking the question through the relevant employees manually. This way is inefficient in terms of time due to some employees are not always available in place. Therefore, with the development of technology, it encourages the researcher to design web-based application system which is useful for assisting employees to submit complaint and information. This design process using a Navigation Structure, Unified Modeling Language and Forward Chaining method as a data processor. Out of the two technology that have been tested (laptop and smartphone), this application works well on laptop, while on smartphone, the button layout does not appear, as well the display it does not respond horizontally or vertically. This application will be assist the pharmaceutical company employees to submit information and complaints anytime and anywhere easier.

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Virtual Dietitian: A Nutrition Knowledge-Based System Using Forward Chaining Algorithm

Cited by 28 publications

References 13 publications

ChatGPT as a Virtual Dietitian: Exploring Its Potential as a Tool for Improving Nutrition Knowledge

ChatGPT as a Virtual Dietitian: Exploring Its Potential as a Tool for Improving Nutrition Knowledge

Perancangan Sistem Pakar Diagnosa Penyakit Otitis Menggunakan Metode Forward Chaining Dan Certainty Factor

Online Information Delivery Service System Design Using Web-Based Forward Chaining Method in Pharmaceutical Companies

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