Layout Study and Application of Mobile App Recommendation Approach Based On Spark Streaming Framework

International Conference on Computer Information and Automation Engineering

计算机科学;运输工程

Wang, H.T.^1 ; Chen, T.T.^2 ; Yan, C.^2 ; Pan, H.^2

Network Information Center, Wuhan University of Technology, Hubei, Wuhan

430070, China^1

School of Computer Science and Technology, Wuhan University of Technology, Hubei, Wuhan

430070, China^2

关键词: Collaborative filtering algorithms;    Data matrices;    Mobile app;    Real time computing;    Real time streaming;    Real-time software;    Spark streaming;    Study and applications;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/359/1/012008/pdf
DOI  :  10.1088/1757-899X/359/1/012008

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

For App recommended areas of mobile phone software, made while using conduct App application recommended combined weighted Slope One algorithm collaborative filtering algorithm items based on further improvement of the traditional collaborative filtering algorithm in cold start, data matrix sparseness and other issues, will recommend Spark stasis parallel algorithm platform, the introduction of real-time streaming streaming real-time computing framework to improve real-time software applications recommended.