Review of the recommender systems application in cardiology

Konstantin V. Kamyshev^1,2, Viktor M. Kureichik², Ilya M. Borodyanskiy²

¹ Russian New University

Russia, 105005, Moscow, Radio str., 22

² Southern Federal University

Russia, 344006, Rostov-on-Don, Bolshaya Sadovaya Str., 105/42

* Corresponding author

[email protected]

Abstract

The article provides a review of the recommender systems application in medical field, cardiology, in particular. The concept of recommender systems is defined, the brief history of the recommender systems development is given. The main types of recommender systems and principles of their construction are presented. The advantages and disadvantages of the recommender system methods application in cardiology are identified. Methods for improving the recommender systems are proposed.

Imprint

Konstantin V. Kamyshev, Viktor M. Kureichik, Ilya M. Borodyanskiy. Review of the recommender systems application in cardiology. Cardiometry; Issue 16; May 2020; p.97-105; DOI: 10.12710/cardiometry.2020.16.97105; Available from: http://www.cardiometry.net/issues/no16-may-2020/recommender-systems-application-in-cardiology

Keywords

Recommender system, Filtering, Collaborative, Content, Hybrid, Information retrieval, MRS, PEHC

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