Conference proceeding
Automatically recommending healthy living programs to patients with chronic diseases through hybrid content-based and collaborative filtering
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Conference Proceedings, 578
01 Nov 2014
Abstract
Conference Title: 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Conference Start Date: 2014, Nov. 2 Conference End Date: 2014, Nov. 5 Conference Location: Belfast, United Kingdom In this research, we develop a hybrid recommendation system recommendation system for healthy living programs to patients with chronic diseases. Our experiments indicate that our model compared favorably against other real-world recommendation applications in terms of accuracy. We also demonstrated that the proposed hybrid algorithm performed better than traditional CF in terms of error rate, precision and recall.
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Details
- Title
- Automatically recommending healthy living programs to patients with chronic diseases through hybrid content-based and collaborative filtering
- Creators
- Yizhou ZangYuan AnXiaohua Tony Hu
- Publication Details
- The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Conference Proceedings, 578
- Publisher
- The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
- Resource Type
- Conference proceeding
- Language
- English
- Academic Unit
- Information Science (Informatics)
- Identifiers
- 991019170491704721