Opportunities for the Use of Business Data Analysis Technologies
DOI:
https://doi.org/10.1515/eb-2016-0003Keywords:
Analytics platforms, business analytics, business intelligence, data mining, online analytical processing, predictive modellingAbstract
Abstract The paper analyses the business data analysis technologies, provides their classification and considers relevant terminology. The feasibility of business data analysis technologies handling big data sources is overviewed. The paper shows the results of examination of the online big data source analytics technologies, data mining and predictive modelling technologies and their trends.References
Brown, M. (2012), Data mining techniques Retrieved Oct. 1, 2015, from http://www.ibm.com/developerworks/library/ba-data-mining-techniques/ba-data-mining-techniques-pdf.pdf
Codd, E., F. (1979) Extending the database relational model to capture more meaning, Journal ACM Transactions on Database Systems (TODS) TODS Homepage archive, 4 (4), Dec. 1979, 397-434 Retrieved from Oct. 1, 2015, from http://dl.acm.org/citation.cfm?id=320109&dl=ACM&coll=DL&CFID=552595654&CFTOKEN=50237482
Gartner Group (2015). IT Glossary, Retrieved Oct. 1, 2015 from http://www.gartner.com/it-glossary/business-intelligence-bi/
Herschel, G., Linden, A., Kart L. (2015) Magic Quadrant for Advanced Analytics Platforms, Gartner, Retrieved Oct. 1, 2015, from http://www.gartner.com/technology/reprints.doid=1-2AHPOU0&ct=150225&st=sb
IBM (2015). DB2 for Linux, UNIX and Windows. Retrieved Oct. 1, 2015, from: http://www-01.ibm.com/software/data/db2/linux-unix-windows/warehouse-analytics
IBM Corporation (2011) IBM SPSS Modeler 14.2 Modeling Nodes Retrieved Oct. 1, 2015, from ftp://ftp.software.ibm.com/software/analytics/spss/documentation/modeler/14.2/en/ModelingNodes.pdf
IBM Corporation (2013). The strategic advantage of OLAP and multidimensional analysis. Retrieved Oct. 1, 2015, from http://www-01.ibm.com/common/ssi/cgi-bin/ssialias?infotype=SA&subtype=WH&htmlfid=YTW-03161CAEN
McKendrick, J. (2012) Opening Up Business Intelligence to the Enterprise: 2012 Survey of Data Professionals on Self-Service BI and Analytics, Retrieved June. 04, 2015, from http://www.unisphereresearch.com/Issues/5374-Opening-Up-Business-Intelligence-to-the-Enterprise-2012-Survey-of-Data-Professionals-on-Self-Service-BI-and-Analytics.htm
Microsoft (2011) Data warehousing, OLAP, and Analysis Services for Share- Point 2010 Retrieved Aug. 2011, from https://technet.microsoft.com/en-us/library/ff696762%28v=office.14%29.aspx
Microsoft (2015 a) Books Online for SQL Server 2016, SQL Server Integration Services Retrieved Oct. 1, 2015, from https://msdn.microsoft.com/en-us/library/ms141026.aspx
Microsoft (2015 b) Books Online for SQL Server 2016, Data Mining Algorithms Retrieved Oct. 1, 2015, from https://msdn.microsoft.com/en-us/library/ms175595.aspx
Microsoft System Center (2015). Understanding OLAP Cubes Retrieved Oct. 1, 2015, from https://technet.microsoft.com/en-US/library/hh916543.aspx
Oracle (2014). Agile Advanced Analytic Platform (A3P), An Oracle White Paper, October 2014, Retrieved Oct. 1, 2015, from http://www.oracle.com/technetwork/database/options/advanced-analytics/a3poct2014-2354088.pdf
Oracle (2015). Oracle Database Online Documentation 12c Release 1 (12.1). Data Warehousing and Business Intelligence, Retrieved Oct. 1, 2015, from http://docs.oracle.com/database/121/nav/portal_6.htm
Qlik (2014) What makes QlikView unique, A Qlik White Paper Retrieved Oct. 1, 2015, from http://www.qlik.com/us/explore/resources/whitepapers/whatmakes-qlikview-unique
Qlik (2015) For developers, Retrieved Oct. 1, 2015, from http://www.qlik.com/for-developers
Sallam, R. L., Hostmann, B., Schlegel, K., Tapadinhas, J., Parenteau, J., Oestreich, T. W. (2015) Magic Quadrant for Business Intelligence and Analytics Platforms, Retrieved Oct. 1, 2015, from http://www.gartner.com/technology/reprints.do?id=1-2ACLP1P&ct=150220&st=sb
Sallam, R. L., Parenteau, J., Hostmann, B., Schlegel, K., Oestreich T. W., Tapadinhas, J., Howson, C. (2015) Critical Capabilities for Business Intelligence and Analytics Platforms, Retrieved Oct. 1, 2015, from https://www.gartner.com/doc/3050717/critical-capabilities-business-intelligence-analytics
SAS (2015) Advanced Analytics Retrieved Oct. 1, 2015, from http://www.sas.com/en_us/software/analytics.html#view-all-products
Taylor, K. L. (2014). Oracle Data Mining Concepts Retrieved Oct. 1, 2015, from https://docs.oracle.com/database/121/DMCON/E17692-15.pdf
Unisphere Research (2015) The future of data warehousing: 2015 Retrieved April 01, 2015, from http://www.unisphereresearch.com/Issues/5238-The-Future-of-Data-Warehousing-2015.htm
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Copyright (c) 2016 Signe Bāliņa, Rita Žuka, Juris Krasts (Author)
This work is licensed under a Creative Commons Attribution 4.0 International License.