Research on the E-commerce Sales Forecast Based on the Improved Parallel Chaos Algorithm in the Cloud Computing

被引:0
作者
Han, Guanghe [1 ]
机构
[1] Heilongjiang Bayi Agr Univ, Sch Econ & Management, Daqing 163319, Heilongjiang, Peoples R China
来源
INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING | 2016年 / 9卷 / 06期
关键词
Electronic commerce; Cloud computing; Parallel chaos algorithm; MapReduce;
D O I
10.14257/ijgdc.2016.9.6.31
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In recent years, Chinese e-commerce industry has developed rapidly. And it makes a series of remarkable achievements. To forecast the sales of the electronic commerce can evaluate the developed status of the e-commerce better And it also brings a great help for the management of the electronic commerce. To combine the electronic commerce with the cloud computing provides the power to the further development of the electronic commerce. In this paper; we use the related cloud computing knowledge and propose the improved parallel chaos algorithm. And we use the algorithm to forecast the electronic commerce sales. The experimental results show that the algorithm can get the predictive values quickly and accurately.
引用
收藏
页码:359 / 368
页数:10
相关论文
共 19 条
[1]   An interval type-2 fuzzy logic based framework for reputation management in Peer-to-Peer e-commerce [J].
Acampora, Giovanni ;
Alghazzawi, Daniyal ;
Hagras, Hani ;
Vitiello, Autilia .
INFORMATION SCIENCES, 2016, 333 :88-107
[2]   The user multifaceted expertise: Divergent effects of the website versus e-commerce expertise [J].
Aljukhadar, Muhammad ;
Senecal, Sylvain .
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2016, 36 (03) :322-332
[3]  
[Anonymous], 2015, J MODERN INFORM, V35, P76
[4]  
Cheng Jun, 2014, RES TRUST PREDICTION
[5]   A MapReduce scratchpad memory for multi-core cloud computing applications [J].
Kachris, Christoforos ;
Sirakoulis, Georgios Ch. ;
Soudris, Dimitrios .
MICROPROCESSORS AND MICROSYSTEMS, 2015, 39 (08) :599-608
[6]   Hybrid cloud architectures for the online commerce [J].
Lackermair, Georg .
WORLD CONFERENCE ON INFORMATION TECHNOLOGY (WCIT-2010), 2011, 3
[7]   Morpho: A decoupled MapReduce framework for elastic cloud computing [J].
Lu, Lu ;
Shi, Xuanhua ;
Jin, Hai ;
Wang, Qiuyue ;
Yuan, Daxing ;
Wu, Song .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE, 2014, 36 :80-90
[8]   An integrated latent variable and choice model to explore the role of privacy concern on stated behavioural intentions in e-commerce [J].
Potoglou, Dimitris ;
Palacios, Juan-Francisco ;
Feijoo, Claudio .
JOURNAL OF CHOICE MODELLING, 2015, 17 :10-27
[9]  
Shen Peilan, 2011, RES MODEL CUSTOMER P
[10]   The influence of guanxi on physical distribution service quality availability in e-commerce sourcing fashion garments from China [J].
Towers, Neil ;
Xu, Kiki .
JOURNAL OF RETAILING AND CONSUMER SERVICES, 2016, 28 :126-136