Abstract
The paper is devoted to a visualization-based data mining tool that helps to explore properties of large volumes of data given in the form of relational databases. It is shown how the tool can support the process of exploration of data properties and selecting a small number of preferable items from the database by application a graphic form of goal programming. The graphic Web application server is considered which implements the data mining tool via Internet. Its current and future applications are discussed.
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References
Gass, S., Saaty, T.: The computational algorithm for the parametric objective function. Naval Research Logistics Quarterly 2, 39–51 (1955)
Cohon, J.: Multiobjective Programming and Planning. John Wiley, New York (1978)
Lotov, A., Bushenkov, V., Chernov, A., Gusev, D., Kamenev, G.: INTERNET, GIS, and Interactive Decision Maps. J. of Geographical Information and Decision Analysis 1, 119–143 (1997), http://www.geodec.org/gida_2.htm
Lotov, A., Bushenkov, V., Kamenev, G.: Feasible Goals Method. Mellen Press, Lewiston (1999) (in Russian)
Lotov, A.V., Bushenkov, V.A., Kamenev, G.K.: Interactive Decision Maps. Kluwer Academic Publishers, Boston (2004)
Gusev, D.V., Lotov, A.V.: Methods for Decision Support in Finite Choice Problems. In: Ivanilov, J. (ed.) Operations Research. Models, Systems, Decisions, Computing Center of Russian Academy of Sciences, Moscow, Russia, pp. 15–43 (1994) (in Russian)
Bourmistrova, L., Efremov, R., Lotov, A.: A Visual Decision Making Support Technique and its Application in Water Resources Management Systems. J. of Computer and System Science Int. 41, 759–769 (2002)
Soloveichik, D., Ben-Aderet, N., Grinman, M., Lotov, A.: Multi-objective Optimization and Marginal Abatement Cost in the Electricity Sector – an Israeli Case Study. European J. of Operational Research 140, 571–583 (2002)
Jankowski, P., Lotov, A., Gusev, D.: Multiple Criteria Trade-off Approach to Spatial Decision Making. In: Thill, J.-C. (ed.) Spatial Multicriteria Decision Making and Analysis: A Geographical Information Sciences Approach, Brookfield, VT, pp. 127–148 (1999)
Lotov, A.V., Kistanov, A.A., Zaitsev, A.D.: Client Support in E-commerce: Graphic Search for Bargains in Large Lists. Working Paper N34, Fachbereich Wirtschaftwissenschaften, Institute fuer Wirtschaftsinformatik, University of Siegen, Germany (2001)
Steuer, R.E.: Multiple Criteria Optimization. John Wiley, New York (1986)
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Lotov, A.V., Kistanov, A.A., Zaitsev, A.D. (2004). Visualization-Based Data Mining Tool and Its Web Application. In: Shi, Y., Xu, W., Chen, Z. (eds) Data Mining and Knowledge Management. CASDMKM 2004. Lecture Notes in Computer Science(), vol 3327. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30537-8_1
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DOI: https://doi.org/10.1007/978-3-540-30537-8_1
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-23987-1
Online ISBN: 978-3-540-30537-8
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