Geodesic
Collaborative Filtering Recommendation Algorithm in Cloud Computing Environment
Computer Science and Information Systems, Tome 18 (2021) no. 2 Cet article a éte moissonné depuis la source Computer Science and Information Systems website

Voir la notice de l'article

With the advent of the era of cloud computing, the amount of application data increases dramatically, and personalized recommendation technology becomes more and more important. This paper mainly studies the collaborative filtering detection algorithm in the cloud computing environment. The algorithm migrates the collaborative filtering detection technology and applies it to the cloud computing environment. It shortens the recommendation time by using the advantages of clustering. A new recommendation algorithm can improve the accuracy of recommendation, and proposes a parallel collaborative filtering recommendation algorithm based on project. The algorithm is designed with programming model The experimental results show that the proposed algorithm has shorter running time and better scalability than the existing parallel algorithm.
Keywords: collaborative filtering; Hadoop; HDFS; Map Reduce; person correlation coefficient 
@article{CSIS_2021_18_2_a8,
     author = {Pei Tian},
     title = {Collaborative {Filtering} {Recommendation} {Algorithm} in {Cloud} {Computing} {Environment}},
     journal = {Computer Science and Information Systems},
     year = {2021},
     volume = {18},
     number = {2},
     url = {http://geodesic.mathdoc.fr/item/CSIS_2021_18_2_a8/}
}
TY  - JOUR
AU  - Pei Tian
TI  - Collaborative Filtering Recommendation Algorithm in Cloud Computing Environment
JO  - Computer Science and Information Systems
PY  - 2021
VL  - 18
IS  - 2
UR  - http://geodesic.mathdoc.fr/item/CSIS_2021_18_2_a8/
ID  - CSIS_2021_18_2_a8
ER  - 
%0 Journal Article
%A Pei Tian
%T Collaborative Filtering Recommendation Algorithm in Cloud Computing Environment
%J Computer Science and Information Systems
%D 2021
%V 18
%N 2
%U http://geodesic.mathdoc.fr/item/CSIS_2021_18_2_a8/
%F CSIS_2021_18_2_a8
Pei Tian. Collaborative Filtering Recommendation Algorithm in Cloud Computing Environment. Computer Science and Information Systems, Tome 18 (2021) no. 2. http://geodesic.mathdoc.fr/item/CSIS_2021_18_2_a8/