Food recommendation system for the elderly

Supaporn Bundasak, Prasopchok Yoksuriyan, Patipan Kuntawee, Rahat Kotama

Abstract


Making a food recommendation system for the elderly has the purpose to introduce nutritious food menus to guide nutritionally and promote the elderly to have good health. The system uses techniques that help guide food recommendations to help the elderly make decisions to select foods. There was an analysis divide by behavior given to the system by using a clustering algorithm. After that, the elderly or elderly caregivers are given a rating score using the Slope One Algorithm to predict which is improved with predict error value at 0.11-0.29 and recommend the food menu for the elderly in order to decide on the food that is good for the body by the system developed in the form of a Web application.


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References


Ali, R., Vaibhav, P., Nitish, N., Vesper, W., & Ramesh, J. (2020). Personal Food Model. In Proceedings of the 28th ACM International Conference on Multimedia (MM ???20). https://doi.org/10.1145/3394171.3414691

Christoph, T., & David, E., (2017), Food Recommender Systems Important Contributions, Challenges and Future , Research Directions, Cornell University ,arXiv:1711.02760.

Christoph, T., Tomasz, K., & Kjetil, N. (2019). Investigating and Predicting Online Food Recipe Upload Behavior, Journal of Information Processing & Management . 56(3):654-673 , DOI: 10.1016/j.ipm.2018.10.016

Daniel, L., & Anna, M. (2005). Slope One Predictors for Online Rating-Based Collaborative Filtering, In SIAM Data Mining (SDM???05). Newport Beach, California, April 21-23, 2005

Shuqiang, J., & Weiqing, M. (2020). Food Computing for Multimedia. In Proceedings of the 28th ACM International Conference on Multimedia ( MM ???20), ACM ISBN 978-1-4503-7988-5/20/10. https://doi.org/10.1145/3394171.3418544

Weiqing, M., Shuqiang, J., & Ramesh, J. (2020). Food Recommendation: Framework, Existing Solutions and Challenges, IEEE TRANSACTIONS ON MULTIMEDIA, 22(10), 4782-4784, DOI: 10.1109/TMM.2019.2958761

Weiqing, M., Shuqiang, J., Linhu, L., Yong, R., & Ramesh, J. (2019). A Survey on Food Computing. ACM Comput. Surv. 1(1), 42 pages. https://doi.org/0000001.0000001


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