Physical Activity and Nutrition Survey and Evaluation for Public Health

Pippi, Roberto; Vandoni, Matteo; Fanelli, Carmine Giuseppe

doi:10.3390/nu15194139

Cited by 1 publication

(3 citation statements)

References 13 publications

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“…In Step 6, the fuzzy importance weights of the strategies are first defuzzied with the help of Equation (12). Then, the weights of the strategies are calculated using Equation (13). The results obtained are presented in Table 5.…”

Section: Analysis Resultsmentioning

confidence: 99%

“…Healthy nutrition and physical activity also empower individuals to prevent cardiovascular diseases. Pippi et al [13] evaluated physical activity and nutrition status in terms of public health. It is mentioned that regular physical activity and healthy nutrition are important factors affecting health status.…”

Section: Literature Reviewmentioning

confidence: 99%

“…First, row averages are defuzzied with Equation ( 12). Finally, the weights are normalized with Equation (13).…”

Section: Spherical Fuzzy Ahpmentioning

confidence: 99%

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Generating a Novel Artificial Intelligence-Based Decision-Making Model for Determining Priority Strategies for Improving Community Health

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Dinçer,

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et al. 2024

J. Oper. Intell.

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Improving public health affects society in many ways. Improved public health can lead to a longer and healthier life. Policymakers cannot address all these criteria at the same time due to both time and budget constraints. Therefore, priority strategies need to be formulated by determining the importance weights of these criteria. Accordingly, the purpose of this study is to evaluate the significance of the strategies determined for the development of public health. For this purpose, analytic hierarchy process (AHP) method is considered to define the importance of the strategies. Within this scope, artificial intelligence methodology is integrated with the Spherical fuzzy sets. In this framework, the decision matrix of AHP is obtained by artificial intelligence system. Next, the steps of Spherical fuzzy sets are implemented. The main contribution of this manuscript is considering artificial intelligence methodology to create decision matrix. Hence, the weights of the experts can be computed based on their qualifications. By the help of this condition, it may be possible for the opinion of experts with better qualifications to be taken into consideration with a higher coefficient. This situation has a positive contribution to increase the accuracy of the findings. The findings indicate that accessibility is the most important strategy to improve public health. Similarly, vaccination and preventive services also play a significant role for this situation.

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Section: Analysis Resultsmentioning

confidence: 99%

Section: Literature Reviewmentioning

confidence: 99%