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International Conference on Data Warehousing and Knowledge Discovery

DaWaK 2003: Data Warehousing and Knowledge Discovery pp 66–75Cite as

An Application of Case-Based Reasoning in Multidimensional Database Architecture

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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2737))

Abstract

A concept of decision support system is considered in this paper. It provides data needed for fast, precise and good business decision making to all levels of management. The aim of the project is the development of a new online analytical processing oriented on case-based reasoning (CBR) where a previous experience for every new problem is taken into account. Methodological aspects have been tested in practice as a part of the management information system development project of “Novi Sad Fair”. A case study of an application of CBR in prediction of future payments is discussed in the paper.

Research was partially supported by the Ministry of Science, Technologies and Development of Republic of Serbia, project no. 1844: “Development of (intelligent) techniques based on software agents for application in information retrieval and workflow”

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References

  1. Aamodt, A., Plaza, E.: Case-Based Reasoning: Foundational Issues, Methodological Variations and System Approaches. AI Commutations, 39–58 (1994)

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  5. Simic, D.: Financial Prediction and Decision Support System Based on Artificial Intelligence Technology, Ph.D. thesis, draft text – manuscript, Novi Sad (2003)

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Author information

Authors and Affiliations

  1. Novi Sad Fair, Hajduk Veljkova 11, 21000, Novi Sad, Yugoslavia

    Dragan Simić

  2. Department of Mathematics and Informatics, Fac. of Science, Univ. of Novi Sad, Trg D., Obradovima 4, 21000, Novi Sad, Yugoslavia

    Vladimir Kurbalija & Zoran Budimac

Authors
  1. Dragan Simić
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  2. Vladimir Kurbalija
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  3. Zoran Budimac
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Editor information

Editors and Affiliations

  1. Graduate School of Informatics, Kyoto University, Yoshida-Honmachi, Sakyo, 606-8501, Kyoto, Japan

    Yahiko Kambayashi

  2. I.B.M. India Research Lab, India

    Mukesh Mohania

  3. Institute for Application Oriented Knowledge Processing (FAW), Johannes Kepler University Linz, Austria

    Wolfram Wöß

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© 2003 Springer-Verlag Berlin Heidelberg

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Simić, D., Kurbalija, V., Budimac, Z. (2003). An Application of Case-Based Reasoning in Multidimensional Database Architecture. In: Kambayashi, Y., Mohania, M., Wöß, W. (eds) Data Warehousing and Knowledge Discovery. DaWaK 2003. Lecture Notes in Computer Science, vol 2737. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45228-7_8

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  • DOI: https://doi.org/10.1007/978-3-540-45228-7_8

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-40807-9

  • Online ISBN: 978-3-540-45228-7

  • eBook Packages: Springer Book Archive

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