DECISION SUPPORT SYSTEM TO SUPPORT DECISION PROCESSES WITH DATA MINING

Other literature type, Article English OPEN
Rok Rupnik ; Matjaž Kukar (2007)
  • Publisher: University of Zagreb, Faculty of organization and informatics
  • Journal: Journal of Information and Organizational Sciences, volume 31, issue 1 (issn: 1846-3312, eissn: 1846-9418)
  • Subject: data mining; decision support; decision support system; knowledge discovery; integration | data mining | decision support system | Q350-390 | integration | knowledge discovery | decision support | Information theory

Traditional techniques of data analysis do not enable the solution of all kind of problems and for that reason they have become insufficient. This caused a newinterdisciplinary field of data mining to arise, encompassing both classical statistical, and modern machine le... View more
  • References (31)
    31 references, page 1 of 4

    [1] C. C. Aggarwal. Towards-Effective and Interpretable Data Mining by Visual Interaction. SIGKDD Explorations, Vol. 3, No. 2, 2002, pp. 11-22.

    [2] R. Agrawal and R. Srikant. Fast algorithms for mining association rules in large databases. Proceedings of the 20th International Conference on Very Large Data Bases VLDB'94, 1994, pp. 487-499.

    [3] R. Bayardo and J.E. Gehrke. Report on the Workshop on Research Issues in Data Mining and Knowledge Discovery Workshop (DMKD 2001). SIGKDD Explorations, Vol. 3, No. 1, 2001, pp. 43-44.

    [4] M. Bohanec, M. What is Decision Support?. Proceedings Information Society IS2001: Data Mining and Decision Support in Action!, 2001, pp. 86-89.

    [5] R. Bose and V. Sugumaran. Application of Intelligent Agent Technology for Managerial Data Analysis and Mining. The DATABASE for Advances in Information Systems, Vol. 30, No. 1, 1999, pp. 77-94.

    [6] K.C. Chen. Decision Support System for Tourism Development: System Dynamic Approach. Journal of Computer Information Systems, Vol. 45, No. 1, 2004, pp. 104- 112.

    [7] S.Y. Chen and X. Liu. The Contribution of Data Mining to Information Science. Journal of Information Science, Vol. 30, No. 6, 2004, pp. 550-558.

    [8] S.Y. Chen and X. Liu. Data Mining From 1994 to 2004: an Application Oriented Review. International Journal of Business Intelligence and Data Mining, Vol. 1, No. 1, 2005, pp. 4-21.

    [9] C. Clifton and M. Thuraisingham. Emerging Standards for Data Mining. Computer Standards & Interfaces, Vol. 23, No. 3, 2001, pp. 187-193.

    [10] G.A. Forgionne and B. Rudenstein-Montano, B. Post Data Mining Analysis for Decision Support Through Econometrics. Information, Knowledge, Systems Management, Vol. 1, No. 2, 1999, pp. 145-157.

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