ANALYSING MULTIDIMENSIONAL DATABASES USING DATA MINING AND BUSINESS INTELLIGENCE TO PROVIDE DECISION SUPPORT

被引:0
|
作者
Basra, Rajveer Singh [1 ]
Lu, Kevin J. [1 ]
机构
[1] Brunel Univ, Brunel Business Sch, Uxbridge UB8 3PH, Middx, England
来源
ICEIS 2008: PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL AIDSS: ARTIFICIAL INTELLIGENCE AND DECISION SUPPORT SYSTEMS | 2008年
关键词
Business Intelligence (BI); decision support systems (DSS); data mining; multidimensional databases (MDDB); data cubes; digital dashboard; reporting; on-line analytical processing (OLAP);
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
After relational databases and data warehouses, the techniques used for data management have entered the next phase, Business Intelligence Tools. These tools provide enhanced business functionality by integrating data mining and advanced analytics into data warehouse systems to provide comprehensive support for the purposes of data management, analysis and decision support. In this paper, we introduce an on-going project aimed at developing BI tools on data warehouse systems for multi-dimensional analysis. A prototype has been developed and has been tested for two examples, which are also reported in this paper.
引用
收藏
页码:472 / 479
页数:8
相关论文
共 50 条
  • [31] A review of market basket analysis on business intelligence and data mining
    Sjarif N.N.A.
    Azmi N.F.M.
    And S.S.Y.
    Wong D.H.-T.
    International Journal of Business Intelligence and Data Mining, 2021, 18 (03) : 383 - 394
  • [32] A knowledge management approach to data mining process for business intelligence
    Wang, Hai
    Wang, Shouhong
    INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2008, 108 (5-6) : 622 - 634
  • [33] Analysing Customer Profiles using Data Mining Techniques
    Filipova, Biljana Teohareva
    Martinovska, Cveta
    PROCEEDINGS OF THE ITI 2012 34TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY INTERFACES (ITI), 2012, : 73 - 78
  • [34] Moving Data Mining Tools toward a Business Intelligence System
    Kerdprasop, Nittaya
    Kerdprasop, Kittisak
    PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 19, 2007, 19 : 117 - 122
  • [35] Using data mining in analysing local tourism patterns
    Tichler, G
    Grossmann, W
    Werthner, H
    INFORMATION AND COMMUNICATION TECHNOLOGIES IN TOURISM 1999, 1999, : 1 - 10
  • [36] Integration of Decision Support Systems and Data Mining for Improved Decision Making
    al-Ketbi, Omar
    Conrad, Marc
    ICEIS: PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL 1, 2013, : 482 - 489
  • [37] Business Intelligence Through Big Data Analytics, Data Mining and Machine Learning
    Yafooz, Wael M. S.
    Abu Bakar, Zainab Binti
    Fahad, S. K. Ahammad
    Mithun, Ahamed. M.
    DATA MANAGEMENT, ANALYTICS AND INNOVATION, ICDMAI 2019, VOL 2, 2020, 1016 : 217 - 230
  • [38] Mining multi-dimensional data for decision support
    Donato, JM
    Schryver, JC
    Hinkel, GC
    Schmoyer, RL
    Leuze, MR
    Grandy, NW
    FUTURE GENERATION COMPUTER SYSTEMS, 1999, 15 (03) : 433 - 441
  • [39] Data Mining Based Decision Support System to Support Association Rules
    Rupnik, Rok
    Kukar, Matjaz
    ELEKTROTEHNISKI VESTNIK-ELECTROCHEMICAL REVIEW, 2007, 74 (04): : 195 - 200
  • [40] Data mining in deductive databases using query flocks
    Toroslu, IH
    Yetisgen-Yildiz, M
    EXPERT SYSTEMS WITH APPLICATIONS, 2005, 28 (03) : 395 - 407