CINXE.COM

{"title":"Towards Development of Solution for Business Process-Oriented Data Analysis","authors":"M. Klimavicius","volume":13,"journal":"International Journal of Computer and Information Engineering","pagesStart":12,"pagesEnd":17,"ISSN":"1307-6892","URL":"https:\/\/publications.waset.org\/pdf\/7332","abstract":"This paper proposes a modeling methodology for the\r\ndevelopment of data analysis solution. The Author introduce the\r\napproach to address data warehousing issues at the at enterprise level.\r\nThe methodology covers the process of the requirements eliciting and\r\nanalysis stage as well as initial design of data warehouse. The paper\r\nreviews extended business process model, which satisfy the needs of\r\ndata warehouse development. The Author considers that the use of\r\nbusiness process models is necessary, as it reflects both enterprise\r\ninformation systems and business functions, which are important for\r\ndata analysis. The Described approach divides development into\r\nthree steps with different detailed elaboration of models. The\r\nDescribed approach gives possibility to gather requirements and\r\ndisplay them to business users in easy manner.","references":"[1] W. H Inmon, R. D.Hackethorn, Using the Data Warehouse. New York:\r\nJohn Wiley & Sons (1994).\r\n[2] P. Vassiliadis, C. Quix, Y. Vassiliou, M. Jarke. Data Warehouse Process\r\nManagement, Information Systems, Vol. 26, No. 3, 2001.\r\n[3] M.Klimavicius, U.Sukovskis, Business process driven data warehouse\r\ndevelopment, Scien-tific Proceedings of Riga Technical University,\r\nComputer Science Series, Applied computer Systems, 6th issue, Vol. 22,\r\nRiga, Latvia, RTU(2005).\r\n[4] M.Klimavicius, U.Sukovskis, Risk management methodology for data\r\nwarehousing projects, ISD-2005 Proceedings of the Fourteenth\r\nInternational Conference on Information Systems Development: Pre-\r\nConference, Karlstad, Sweden, Karlstad University Studies (2005).\r\n[5] V. Stefanov, B. List and J. Schiefer: Bridging the Gap between Data\r\nWarehouses and Busi-ness Processes - A Business Intelligence\r\nPerspective for Event-Driven Process Chains, Pro-ceedings of the 9th\r\nInternational Enterprise Distributed Object Computing Conference\r\n(EDOC 2005), Enschede, The Netherlands, IEEE Press (2005).\r\n[6] V.Stefanov, B. List and B. Korherr: Extending UML 2 Activity\r\nDiagrams with Business Intelligence Objects, Proceedings of the 7th\r\nInternational Conference on Data Warehousing and Knowledge\r\nDiscovery (DaWaK 2005), Copenhagen, Denmark, Lecture Notes in\r\nCom-puter Science, Springer Verlag (2005).\r\n[7] Michael Boehnlein, Achim Ulbrich-vom Ende, Deriving Initial Data\r\nWarehouse Structures from the Conceptual Data Models of the\r\nUnderlying Operational Information Systems, DOLAP 1999, ACM\r\nSecond International Workshop on Data Warehousing and OLAP,\r\nKansas City, Missouri, USA, ACM(1999).\r\n[8] Kevin McDonald, Andreas Wilmsmeier, David C. Dixon, W.H. Inmon,\r\nMastering the SAP Business Information Warehouse, New York, Wiley\r\nPublishing (2002).\r\n[9] IDS Scheer AG, ARIS Methods manual, IDS Scheer (2004).\r\n[10] Vaclav Repa, Business Processes Based Information Systems\r\nDevelopment, BIS99 Confer-ence, Proceedings of the 3rd International\r\nConference on Business Informaiton Systems, Poznan, Poland, Springer-\r\nVerlag (1999).\r\n[11] Sergio Lujan-Mora, Panos Vassiliadis, Juan Trujillo, Data Mapping\r\nDiagrams for Data Warehouse Design with UML, Conceptual Modeling\r\n- ER 2004, 23rd International Confer-ence on Conceptual Modeling,\r\nShanghai, China, Lecture Notes in Computer Science, Springer (2004)\r\n[12] W. H. Inmon, Building the Data Warehouse, Fourth Edition,\r\nIndianapolis, Indiana, USA, Wiley Publishing (2005).\r\n[13] R.Kimball, L.Reeves, M.Ross, W.Thornthwaite - The Data Warehouse\r\nLifecycle Toolkit, John Wiley & Sons (1998).\r\n[14] P.Ponniah, Data Warehousing Fundamentals: A Comprehensive Guide\r\nfor IT Profes-sionals, John Wiley & Sons(2001).\r\n[15] Vassiliadis, P., Simitsis, A., Skiadopoulos, S.: Conceptual Modeling for\r\nETL Processes. In: Proc. of 5th Intl. Workshop on Data Warehousing\r\nand OLAP (DOLAP 2002), McLean, USA (2002).\r\n[16] Luj\u251c\u00edn-Mora, S., Trujillo, J., Song, I.: Extending UML for\r\nMultidimensional Modeling. In: Proc. of the 5th Intl. Conf. on the\r\nUnified Modeling Language (UML-02). Volume 2460 of LNCS.,\r\nDresden, Germany (2002).\r\n[17] Stefanov, V., List, B. and Korherr, B., Extending UML 2 Activity\r\nDiagrams with Business Intelligence Objects, Proceedings DaWaK,\r\nSpringer Verlag, (2005).\r\n[18] Mazon, J.-N., Trujillo, J., Serrano, M. and Piattini, M. Applying MDA to\r\nthe development of data warehouses. In Proceedings DOLAP-05, New\r\nYork, NY, USA. ACM Press, (2005).\r\n[19] Breton E. and B\u00e9zivin J. Weaving Definition and Execution Aspects of\r\nProcess Meta-models. In 35th Hawaii Int. Conf. on System Sciences,\r\n(2002).","publisher":"World Academy of Science, Engineering and Technology","index":"Open Science Index 13, 2008"}