The improved collaborative filtering recommendation Algorithm based on cloud model

被引：2

作者：

Gu, Jiasi ^{[1
]}

Liu, Zheng ^{[2
]}

机构：

[1] Huazhong Univ Sci & Technol, Dept Elect & Informat Engn, Wuhan 430074, Peoples R China

[2] North China Elect Power Univ, Dept Math, Baoding, Peoples R China

来源：

INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY II, PTS 1-4 | 2013年 / 411-414卷

关键词：

collaborative filtering recommendation Algorithm; cloud model;

D O I：

10.4028/www.scientific.net/AMM.411-414.2292

中图分类号：

TH [机械、仪表工业];

学科分类号：

0802 ;

摘要：

The traditional collaborative filtering algorithm has a better recommendation quality and efficiency, it has been the most widely used in personalized recommendation system. Based on the traditional collaborative filtering algorithm,this paper considers the user interest diversity and combination of cloud model theory. it presents an improved cloud model based on collaborative filtering recommendation algorithm. The test results show that, the algorithm has better recommendation results than other kinds of traditional recommendation algorithm.

引用

页码：2292 / +

页数：2

共 50 条

[21] Research on complementary algorithm of photovoltaic power missing data based on improved cloud model [J].

Yang, Mao ;

Liu, Dingze ;

Cui, Yang ;

Huang, Xin ;

Yan, Gangui .

INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2020, 30 (07)

[22] An Object Detection Algorithm Based on the Cloud Model [J].

Cui, Yuyong ;

Zeng, Zhiyuan ;

Liu, Liu .

INTERNATIONAL JOINT CONFERENCE ON COMPUTATIONAL SCIENCES AND OPTIMIZATION, VOL 1, PROCEEDINGS, 2009, :910-912

[23] KNN Algorithm Improving Based on Cloud Model [J].

Liu Yu ;

Chen Gui-Sheng .

2ND IEEE INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER CONTROL (ICACC 2010), VOL. 2, 2010, :63-66

[24] A Novel Recommendation Service Method Based on Cloud Model and User Personality [J].

Yao, Jing ;

Hu, Zhigang ;

Ma, Hua ;

Jiang, Bingting .

DATA SCIENCE, PT 1, 2017, 727 :179-191

[25] Cloud-Cluster: An uncertainty clustering algorithm based on cloud model [J].

Liu, Yue ;

Liu, Zitu ;

Li, Shuang ;

Guo, Yike ;

Liu, Qun ;

Wang, Guoyin .

KNOWLEDGE-BASED SYSTEMS, 2023, 263

[26] An Improved Adaptive Boosting Algorithm for Neural Network Ensemble Based on Multi-dimensional Cloud Model [J].

Gan, Zhigang ;

Xiao, Nanfeng .

2009 SECOND INTERNATIONAL SYMPOSIUM ON KNOWLEDGE ACQUISITION AND MODELING: KAM 2009, VOL 2, 2009, :170-173

[27] Rural tourism service design based on collaborative filtering algorithm after epidemic normalization [J].

Li X. .

Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)

[28] A cloud model based fruit fly optimization algorithm [J].

Wu, Lianghong ;

Zuo, Cili ;

Zhang, Hongqiang .

KNOWLEDGE-BASED SYSTEMS, 2015, 89 :603-617

[29] Adaptive Ant Colony Algorithm Based on Cloud Model [J].

Liu, Zhengyan ;

Jiang, Jieli ;

Yang, Ying ;

Wang, Shibing .

2015 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, 2015, :2654-2657

[30] The Scheduling Algorithm of Grid Task Based on Cloud Model [J].

Gao, Shutao .

ADVANCED MEASUREMENT AND TEST, PARTS 1 AND 2, 2010, 439-440 :1177-1183

← 1 2 3 4 5 →