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IJSTR >> Volume 9 - Issue 3, March 2020 Edition



International Journal of Scientific & Technology Research  
International Journal of Scientific & Technology Research

Website: http://www.ijstr.org

ISSN 2277-8616



Healthone: Personalized Healthcare Recommendation System

[Full Text]

 

AUTHOR(S)

Moonsun Shin, Seonmin Hwang, Sungwon Lee, Aeran Jeong, Byungchul Kim

 

KEYWORDS

Personalized Recommendation, Ant Colony Decision Tree Algorithm, Page Rank, Machine Learning,

 

ABSTRACT

In this paper, we propose a healthcare platform, called HealthOne, which is available as an integrated platform for users to manage personalized healthcare applying collective intelligence and ACDT(Ant Colony Decision Tree) based page rank. HealthOne platform provides health-related contents for users in order to manage their own healthcare using smart devices anytime, anywhere according to the PHR profile. To support the personalized recommendation in HealthOne system, ant-colony decision tree and page rank algorithm and machine learning are applied. Furthermore k-means clustering and KNN are adopted for the clustering of similar users based on PHR. We carry out the heuristic experiments of personalized recommendation according to the change of pheromone value.

 

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