doi: 10.7763/IJCTE.2018.V10.1200
Study on Collaborative Filtering Algorithm of Fusion Context-Aware Calculation
Yuanyuan Yang
,
Guiyun Zhang
- Department of Computer and Information Engineering, Tianjin Normal University, China.
Abstract
In this paper, the project of context awareness information is introduced into the traditional collaborative filtering algorithm based on item, modeling by context awareness, put forward a kind of combination of context-aware computing collaborative filtering algorithm. The algorithm of the project context similarity calculation of similar fusion to the project, and then preference prediction and recommend using collaborative filtering algorithm, test the indicators of algorithm optimization, efficiency and accuracy of the proposed algorithm.
Keywords
- Collaborative filtering algorithm
- context-aware computing
- similarity degree
How to Cite
Yuanyuan Yang and Guiyun Zhang, "Study on Collaborative Filtering Algorithm of Fusion Context-Aware Calculation," International Journal of Computer Theory and Engineering, vol. 10, no. 2, pp. 63-66, 2018. https://doi.org/10.7763/IJCTE.2018.V10.1200
Copyright & License
Copyright © 2018 by the authors. This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).