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
Link To Document