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2017 | OriginalPaper | Buchkapitel

Re-evaluation of Decisions Based on Events

verfasst von : Luise Pufahl, Sankalita Mandal, Kimon Batoulis, Mathias Weske

Erschienen in: Enterprise, Business-Process and Information Systems Modeling

Verlag: Springer International Publishing

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Abstract

Business operations include decisions having impact on their success and performance. The digital world provides access to massive amount of data being relevant in decision making. After a decision, often succeeding activities are not immediately started or preparation activities are conducted. Meanwhile new information could be received which lead to a different decision output. Considering this can save organizations process cost or flow time. In this paper, we provide a concept to realize the re-evaluation of decisions based on event processing. We integrated a re-evaluation scope in business processes in which change of decision is still accepted and which dynamically subscribes to those events leading to new decision output. The concept is evaluated by a proof-of concept implementation and a single-case experiment on a logistic use case. There, re-evaluation was relevant for almost a quarter of the transports reducing the traveling time.

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Literatur
1.
Zurück zum Zitat Batoulis, K., Meyer, A., Bazhenova, E., Decker, G., Weske, M.: Extracting decision logic from process models. In: Zdravkovic, J., Kirikova, M., Johannesson, P. (eds.) CAiSE 2015. LNCS, vol. 9097, pp. 349–366. Springer, Cham (2015). doi:10.1007/978-3-319-19069-3_22 CrossRef Batoulis, K., Meyer, A., Bazhenova, E., Decker, G., Weske, M.: Extracting decision logic from process models. In: Zdravkovic, J., Kirikova, M., Johannesson, P. (eds.) CAiSE 2015. LNCS, vol. 9097, pp. 349–366. Springer, Cham (2015). doi:10.​1007/​978-3-319-19069-3_​22 CrossRef
2.
Zurück zum Zitat Bazhenova, E., Buelow, S., Weske, M.: Discovering decision models from event logs. In: Abramowicz, W., Alt, R., Franczyk, B. (eds.) BIS 2016. LNBIP, vol. 255, pp. 237–251. Springer, Cham (2016). doi:10.1007/978-3-319-39426-8_19 CrossRef Bazhenova, E., Buelow, S., Weske, M.: Discovering decision models from event logs. In: Abramowicz, W., Alt, R., Franczyk, B. (eds.) BIS 2016. LNBIP, vol. 255, pp. 237–251. Springer, Cham (2016). doi:10.​1007/​978-3-319-39426-8_​19 CrossRef
3.
Zurück zum Zitat Bülow, S., Backmann, M., Herzberg, N., Hille, T., Meyer, A., Ulm, B., Wong, T.Y., Weske, M.: Monitoring of business processes with complex event processing. In: Lohmann, N., Song, M., Wohed, P. (eds.) BPM 2013. LNBIP, vol. 171, pp. 277–290. Springer, Cham (2014). doi:10.1007/978-3-319-06257-0_22 CrossRef Bülow, S., Backmann, M., Herzberg, N., Hille, T., Meyer, A., Ulm, B., Wong, T.Y., Weske, M.: Monitoring of business processes with complex event processing. In: Lohmann, N., Song, M., Wohed, P. (eds.) BPM 2013. LNBIP, vol. 171, pp. 277–290. Springer, Cham (2014). doi:10.​1007/​978-3-319-06257-0_​22 CrossRef
4.
Zurück zum Zitat Calvanese, D., Dumas, M., Laurson, Ü., Maggi, F.M., Montali, M., Teinemaa, I.: Semantics and analysis of dmn decision tables. arXiv preprint (2016). arXiv:1603.07466 Calvanese, D., Dumas, M., Laurson, Ü., Maggi, F.M., Montali, M., Teinemaa, I.: Semantics and analysis of dmn decision tables. arXiv preprint (2016). arXiv:​1603.​07466
6.
Zurück zum Zitat Döhring, M., Karg, L., Godehardt, E., Zimmermann, B.: The convergence of workflows, business rules and complex events. In: 12th International Conference on Enterprise Information Systems, pp. 338–343 (2010) Döhring, M., Karg, L., Godehardt, E., Zimmermann, B.: The convergence of workflows, business rules and complex events. In: 12th International Conference on Enterprise Information Systems, pp. 338–343 (2010)
8.
Zurück zum Zitat Etzion, O., Niblett, P.: Event Processing in Action. Manning Publications Co., Greenwich (2010) Etzion, O., Niblett, P.: Event Processing in Action. Manning Publications Co., Greenwich (2010)
9.
Zurück zum Zitat Hermosillo, G., Seinturier, L., Duchien, L.: Creating context-adaptive business processes. In: Maglio, P.P., Weske, M., Yang, J., Fantinato, M. (eds.) ICSOC 2010. LNCS, vol. 6470, pp. 228–242. Springer, Heidelberg (2010). doi:10.1007/978-3-642-17358-5_16 CrossRef Hermosillo, G., Seinturier, L., Duchien, L.: Creating context-adaptive business processes. In: Maglio, P.P., Weske, M., Yang, J., Fantinato, M. (eds.) ICSOC 2010. LNCS, vol. 6470, pp. 228–242. Springer, Heidelberg (2010). doi:10.​1007/​978-3-642-17358-5_​16 CrossRef
10.
Zurück zum Zitat Herzberg, N., Meyer, A., Weske, M.: An event processing platform for business process management. In: EDOC. IEEE (2013) Herzberg, N., Meyer, A., Weske, M.: An event processing platform for business process management. In: EDOC. IEEE (2013)
11.
Zurück zum Zitat Knöpfel, A., Gröne, B., Tabeling, P.: Fundamental Modeling Concepts: Effective Communication of IT Systems. Wiley, San Francisco (2005) Knöpfel, A., Gröne, B., Tabeling, P.: Fundamental Modeling Concepts: Effective Communication of IT Systems. Wiley, San Francisco (2005)
12.
Zurück zum Zitat Krumeich, J., Weis, B., Werth, D., Loos, P.: Event-driven business process management: where are we now? Bus. Process Manage. J. 20(4), 615–633 (2014)CrossRef Krumeich, J., Weis, B., Werth, D., Loos, P.: Event-driven business process management: where are we now? Bus. Process Manage. J. 20(4), 615–633 (2014)CrossRef
13.
Zurück zum Zitat Li, J., Mirchandani, P.B., Borenstein, D.: The vehicle rescheduling problem: model and algorithms. Networks 50(3), 211–229 (2007)CrossRef Li, J., Mirchandani, P.B., Borenstein, D.: The vehicle rescheduling problem: model and algorithms. Networks 50(3), 211–229 (2007)CrossRef
14.
Zurück zum Zitat OMG: Business Process Model and Notation (BPMN), Version 2.0., January 2011 OMG: Business Process Model and Notation (BPMN), Version 2.0., January 2011
15.
Zurück zum Zitat OMG: Decision Model and Notation (DMN), Version 1.1., June 2016 OMG: Decision Model and Notation (DMN), Version 1.1., June 2016
16.
Zurück zum Zitat Patiniotakis, I., Papageorgiou, N., Verginadis, Y., Apostolou, D., Mentzas, G.: An aspect oriented approach for implementing situational driven adaptation of BPMN2.0 workflows. In: Rosa, M., Soffer, P. (eds.) BPM 2012. LNBIP, vol. 132, pp. 414–425. Springer, Heidelberg (2013). doi:10.1007/978-3-642-36285-9_44 CrossRef Patiniotakis, I., Papageorgiou, N., Verginadis, Y., Apostolou, D., Mentzas, G.: An aspect oriented approach for implementing situational driven adaptation of BPMN2.0 workflows. In: Rosa, M., Soffer, P. (eds.) BPM 2012. LNBIP, vol. 132, pp. 414–425. Springer, Heidelberg (2013). doi:10.​1007/​978-3-642-36285-9_​44 CrossRef
17.
Zurück zum Zitat Reichert, M., Weber, B.: Enabling Flexibility in Process-Aware Information Systems: Challenges, Methods, Technologies. Springer, Heidelberg (2012)CrossRef Reichert, M., Weber, B.: Enabling Flexibility in Process-Aware Information Systems: Challenges, Methods, Technologies. Springer, Heidelberg (2012)CrossRef
18.
Zurück zum Zitat Verginadis, Y., Papageorgiou, N., Patiniotakis, I., Apostolou, D., Mentzas, G.: A goal driven dynamic event subscription approach. In: Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems, pp. 81–84. ACM (2012) Verginadis, Y., Papageorgiou, N., Patiniotakis, I., Apostolou, D., Mentzas, G.: A goal driven dynamic event subscription approach. In: Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems, pp. 81–84. ACM (2012)
19.
Zurück zum Zitat Vieira, G.E., Herrmann, J.W., Lin, E.: Rescheduling manufacturing systems: a framework of strategies, policies, and methods. J. Sched. 6(1), 39–62 (2003)CrossRef Vieira, G.E., Herrmann, J.W., Lin, E.: Rescheduling manufacturing systems: a framework of strategies, policies, and methods. J. Sched. 6(1), 39–62 (2003)CrossRef
20.
Zurück zum Zitat Weidlich, M., Ziekow, H., Mendling, J., Günther, O., Weske, M., Desai, N.: Event-based monitoring of process execution violations. In: Rinderle-Ma, S., Toumani, F., Wolf, K. (eds.) BPM 2011. LNCS, vol. 6896, pp. 182–198. Springer, Heidelberg (2011). doi:10.1007/978-3-642-23059-2_16 CrossRef Weidlich, M., Ziekow, H., Mendling, J., Günther, O., Weske, M., Desai, N.: Event-based monitoring of process execution violations. In: Rinderle-Ma, S., Toumani, F., Wolf, K. (eds.) BPM 2011. LNCS, vol. 6896, pp. 182–198. Springer, Heidelberg (2011). doi:10.​1007/​978-3-642-23059-2_​16 CrossRef
21.
Zurück zum Zitat Weske, M.: Business Process Management: Concepts, Languages, Architectures, 2nd edn. Springer, Heidelberg (2012)CrossRef Weske, M.: Business Process Management: Concepts, Languages, Architectures, 2nd edn. Springer, Heidelberg (2012)CrossRef
22.
Zurück zum Zitat Wieringa, R.J.: Design Science Methodology for Information Systems and Software Engineering. Springer, Heidelberg (2014)CrossRef Wieringa, R.J.: Design Science Methodology for Information Systems and Software Engineering. Springer, Heidelberg (2014)CrossRef
Metadaten
Titel
Re-evaluation of Decisions Based on Events
verfasst von
Luise Pufahl
Sankalita Mandal
Kimon Batoulis
Mathias Weske
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-59466-8_5