Abstract
Some approaches to support decision making in the context of business process management exist since a couple of years. Most of them are not systemized. This fact leads to the necessity of a classification of this broad area. The paper´s objective is to evaluate and differentiate approaches of Business Process Intelligence (BPI) within the last decade. The results of this analysis are a morphological box and a definition to clarify potentials of Business Process Intelligence. The definition integrates the most frequently used characteristics as well as different understandings of BPI and it indicates a holistic view on the dimensions of this area. Additionally, the literature-based propositions regarding current shifts provide the author´s perspective to the field of BPI and point out a guideline for further research.
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References
Bauer, A., Schmid, T.: Was macht Operational BI aus? BI-Spektrum 4(1), 13–14 (2009)
Bucher, T., Dinter, B.: Anwendungsfälle der Nutzung analytischer Informationen im operativen Kontext. In: Bichler, M., Hess, T., Krcmar, H., Lechner, U., Matthes, F., Picot, A., Speitkamp, B., Wolf, P. (eds.) Multikonferenz Wirtschaftsinformatik 2008 (MKWI 2008), München, pp. 1–13. GITO, Berlin (2008)
Castellanos, M., Weijters, T.: Preface (BPI 2005). In: Bussler, C.J., Haller, A. (eds.) BPM 2005. LNCS, vol. 3812, pp. 159–161. Springer, Heidelberg (2006)
Felden, C., Chamoni, P., Linden, M.: From Process Execution towards a Business Process Intelligence. In: Abramowicz, W., Tolksdorf, R. (eds.) BIS 2010. LNBIP, vol. 47, pp. 195–206. Springer, Heidelberg (2010)
Genrich, M., Kokkonen, A., Moormann, J., zur Muehlen, M., Tregear, R., Mendling, J., Weber, B.: Challenges for Business Process Intelligence: Discussions at the BPI Workshop 2007. In: ter Hofstede, A.H.M., Benatallah, B., Paik, H.-Y. (eds.) BPM Workshops 2007. LNCS, vol. 4928, pp. 5–10. Springer, Heidelberg (2008)
Gluchowski, P., Gabriel, R., Dittmar, C.: Management Support Systeme und Business Intelligence: Computergestützte Informationssysteme für Führungskräfte und Entscheidungsträger. Springer, Heidelberg (2008)
Grigori, D., Casati, F., Castellanos, M., Dayal, U., Sayal, M., Shan, M.C.: Business Process Intelligence. Comput. Ind. 53, 321–343 (2004)
Hall, C.: Business Process Intelligence. Business Process Trends 2(6), 1–11 (2004)
Harmon, P.: Business Performance Management: The Other BPM. Business Process Trends 2(7), 1–12 (2004)
Hosny, H.: Business Process Intelligence. In: ATIT 2009, Cairo (2009)
Ingvaldsen, J.E., Gulla, J.A.: Model-Based Business Process Mining. Inf. Syst. Manage. 23, 19–31 (2006)
Kannan, N.: BPI: What is it and how does it help (2008), http://www.businessprocesstrends.com/deliver_file.cfm?fileType=publication&fileName=07%2D05%20 (11-12-2009)
Pérez, M., Möller, C.: The Predictive Aspect of Business Process Intelligence: Lessons Learned on Bridging IT and Business. In: Ter Hofstede, A., Benatallah, B., Paik, H. (eds.) BPM Workshops 2007. LNCS, vol. 4928, pp. 11–16. Springer, Heidelberg (2008)
Power, D.J.: A Brief History of Decision Support Systems (2010), http://dssresources.com/history/dsshistory.html (8-7-2010)
Ritchey, T.: Modeling Complex Socio-Technical Systems using Morphological Analysis, http://www.swemorph.com/it-art.html (5-2-2010)
Rowe, A.: From Business Process Management to Business Process Intelligence. DM Review 46 (2007)
van der Aalst, W.M.P., Reijers, H.A., Weijters, A.J.M.M., van Dongen, B.F., Alves de Medeiros, A.K., Song, M., Verbeek, H.M.W.: Business Process Mining: An Industrial Application. Information Systems 32, 713–732 (2007)
Vanthienen, J., Martens, D., Goedertier, S., Baesens, B.: Placing Process Intelligence within the Business Intelligence Framework. In: Proceedings of EIS 2008 (2008)
Weijters, A.J.M.M., van der Aalst, W.M.P.: Process Mining: Discovering Workflow Models from Event-Based Data. In: Kröse, B., de Rijke, M., Schreiber, G., van Someren, M. (eds.) Proceedings of the 13th Belgium-Netherlands Conference on Artificial Intelligence, pp. 283–290. BNVKI, Maastricht (2001)
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Linden, M., Felden, C., Chamoni, P. (2011). Dimensions of Business Process Intelligence. In: zur Muehlen, M., Su, J. (eds) Business Process Management Workshops. BPM 2010. Lecture Notes in Business Information Processing, vol 66. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-20511-8_19
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DOI: https://doi.org/10.1007/978-3-642-20511-8_19
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