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Food Tweeting Behavior Analysis

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Past analysis has used Twitter tweets to study about the food habits and the correlation between diet, excercise and the food habits.There is growing need for increasing the consumption of currently optimal levels of food by people, given their known beneficial effects for health. When Health is the most important matter for all the people, we should attempt to change eating patterns by informing them about the link between diet and the fitness, which is difficult. The food preferences differs according to the person's natonality, gender, age and social circumstances. We have tried to find out the public's food habits using social media which is mostly from subreddits based on healthy foods and fitness. Few other works predict the user's food …show more content…

As in our study, LDA topics has improved accuracy of finding the keywords for different topics.In this work we examine the social aspects of food tweeting behavior, and provide some support to the social affinity that is not local in geographic sense. There have been several recent studies that probe the viability of public health surveillance by measuring relevant textual signals in social media.Prier, K.W.Smith, M.S.Giraud-Carrier, C. L. Hanson[5] examine all words people use in online reviews, and draw insights on correlating terms and concepts that may not seem immediately relevant to the hygiene status of restaurants. The work draws from the rich body of research that studies online reviews for sentiment analysis based on few research papers.
Present methods of evaluating dietary habits, motivating people to change eating habits, and teaching people how to make healthier food choices are inadequate.Dietary habits were responsible for approximately forty percent (40%) of deaths in 1990.There is no analytical tool that exists which uses natural techniques to assist people to follow diet programs designed by health professionals.This method enables the user to access reliable information regarding his/her actual exercise and nutritional experience, thus enhancing the potential for both safe and effective physical activity and nutritional

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