Architectural support for business intelligence: a push-pull mechanism

被引:25
作者
Hua, Jing-Shiuan [1 ]
Huang, Shi-Ming [2 ,3 ]
Yen, David C. [4 ,5 ]
机构
[1] Natl Chung Cheng Univ, Dept Informat Management, Chiayi, Taiwan
[2] Natl Chung Cheng Univ, Dept Accounting & Informat Technol, Chiayi, Taiwan
[3] Natl Chung Cheng Univ, Res Ctr eMfg & eCommerce, Chiayi, Taiwan
[4] Miami Univ, Dept DSC & MIS, Oxford, OH 45056 USA
[5] Miami Univ, Dept Decis Sci & Management Informat Syst, Oxford, OH 45056 USA
关键词
Data warehouse; Data cube; Extensible Markup Language (XML); Business intelligence; Push and pull mechanism; Star schema; Data handling; Database management systems; DATA WAREHOUSES; INFORMATION; WEB;
D O I
10.1108/14684521211206962
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Purpose - As business globalisation and internet usage continue to grow, the internet-based version of data warehouse systems (DWS) is expected to improve traditional DWS. However applying the web-based interfaces to client-server-based DWS structures may cause problems such as inflexibility, inefficiency, loss of scalability, and threats to security. These arise due to the complexity of manipulation and management of heterogeneous data with various categories of decisional tasks. This paper seeks to develop a flexible mechanism by applying Extensible Markup Language as a foundation for an internet-based DWS and to overcome the weaknesses of solely client-server-based DWS architecture. Design/methodology/approach - For better control and security the proposed architecture utilises an embedded pull-push mechanism to propagate the distributed decision information. This research also justifies the feasibility of the proposed mechanism by implementing a prototype, evaluating its performance, and conducting a real business case study. Findings - The results indicate that the mechanism can not only improve DWS scalability and efficiency, but also enhance security. Originality/value - The proposed architecture provides a support mechanism for business intelligence to efficiently and flexibly help companies make the right decisions in real time, grasp business opportunities and gain competitive advantage.
引用
收藏
页码:52 / 71
页数:20
相关论文
共 32 条
[1]  
Ahmad Sajjad, 2010, Proceedings of 2010 International Symposium on Information Technology (ITSim 2010), P1586, DOI 10.1109/ITSIM.2010.5561644
[2]  
[Anonymous], XSL TRANSF XSLT VERS
[3]  
[Anonymous], DATA WAREHOUSING DES
[4]  
[Anonymous], 2003, XML DATA MANAGEMENT
[5]   Key organizational factors in data warehouse architecture selection [J].
Ariyachandra, Thilini ;
Watson, Hugh .
DECISION SUPPORT SYSTEMS, 2010, 49 (02) :200-212
[6]   Progress in Web-based decision support technologies [J].
Bhargava, Hemant K. ;
Power, Daniel J. ;
Sun, Daewon .
DECISION SUPPORT SYSTEMS, 2007, 43 (04) :1083-1095
[7]  
Boukraa D., 2006, P AT SYST DEC CONJ A
[8]   A metadatabase-enabled executive infon-nation system (Part B): Methods for dynamic multidimensional data analysis [J].
Cheung, Waiman ;
Babin, Gilbert .
DECISION SUPPORT SYSTEMS, 2006, 42 (03) :1599-1612
[9]   An efficient, robust method for processing of partial top-k/bottom-k queries using the RD-Tree in OLAP [J].
Chung, Yon Dohn ;
Yang, Woo Suk ;
Kim, Myoung Ho .
DECISION SUPPORT SYSTEMS, 2007, 43 (02) :313-321
[10]  
Eavis T., 2009, ENCY DATABASE SYSTEM