• DocumentCode
    1593067
  • Title

    Financial data analysis using suitable open-source Business Intelligence solutions

  • Author

    Havrilova, C. ; Babic, Frantisek

  • Author_Institution
    Dept. of Cybern. & Artificial Intell., Tech. Univ. in Kosice, Košice, Slovakia
  • fYear
    2013
  • Firstpage
    257
  • Lastpage
    262
  • Abstract
    This paper presents the basic concept of data analysis used on a concrete application problem. The main problem field is to analyze historical data, obtained from financial statements of large amount of companies all over Slovak Republic. To carry out these analyses, OLAP techniques were used. Practical experiments were performed in selected open-source Business Intelligence (BI) solutions - Vanilla and SpagoBI. By the use of these solutions, there is a possibility of identifying important patterns and companies trends, by means of their future heading and other economical aspects. The novelty of the topic presented lies in the future possibility to use this kind of BI analyses as a part of decision support system (DSS) suited for an early warning system or system of recommended actions to prevent bankruptcy.
  • Keywords
    competitive intelligence; data analysis; decision support systems; financial data processing; DSS; OLAP techniques; Slovak Republic; SpagoBI; Vanilla; bankruptcy prevention; decision support system; early warning system; financial data analysis; financial statements; historical data analysis; open-source business intelligence solutions; Bismuth; Companies; Data analysis; Data warehouses; Indexes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applied Machine Intelligence and Informatics (SAMI), 2013 IEEE 11th International Symposium on
  • Conference_Location
    Herl´any
  • Print_ISBN
    978-1-4673-5928-3
  • Electronic_ISBN
    978-1-4673-5927-6
  • Type

    conf

  • DOI
    10.1109/SAMI.2013.6480988
  • Filename
    6480988