Abstract
The need for constant adaptation to address emerging demands or undesired events within organizations has grown. Unplanned situations may occur at any time during process execution and the design of a process model that predicts all paths should give place to flexible “organic” design. This paper addresses the problem of how to provide mechanisms for dynamic adaptation in Process-Aware Information Systems. On top of a theory for context-aware information systems, we propose a context management framework that aims to automate dynamic process adaptation by re-planning a process instance. The proposal was partially implemented and evaluated in a real case scenario.
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Aalst, W.M.P.: Process-Aware Information Systems: Design, Enactment, and Analysis. Wiley Encyclopedia of Computer Science and Engineering, pp. 2221–2233. Wiley, Hoboken (2009)
Dumas, M., Aalst, W.M.P., Hofstede, A.H.M.T.: Process Aware Information Systems: Bridging People and Software Through Process Technology. Wiley-Interscience, Hoboken (2005)
Fahland, D., Lübke, D., Mendling, J., Reijers, H., Weber, B., Weidlich, M., Zugal, S.: Declarative versus imperative process modeling languages: the issue of understandability. In: Halpin, T., Krogstie, J., Nurcan, S., Proper, E., Schmidt, R., Soffer, P., Ukor, R. (eds.) Enterprise, Business-Process and Information Systems Modeling. LNBIP, vol. 29, pp. 353–366. Springer, Heidelberg (2009)
Bider, I.: Masking flexibility behind rigidity: notes on how much flexibility people are willing to cope with. In: Proceedings of the CAiSE 2005 Workshops, Workshop on Business Process Modeling, Development and Support, Porto, Portugal, pp. 7–18 (2005)
Kumar, K., Narasipuram, M.M.: Defining requirements for business process flexibility. In: Proceedings of the CAiSE 2006 Workshop on Business Process Modeling, Development, and Support (BPMDS 2006), Luxembourg, pp. 137–148 (2006)
Reichert, M., Weber, B.: Enabling Flexibility in Process-Aware Information Systems - Challenges, Methods, Technologies. Springer, Heidelberg (2012)
Bazire, M., Brézillon, P.: Understanding context before using it. In: Dey, A.K., Kokinov, B., Leake, D.B., Turner, R. (eds.) CONTEXT 2005. LNCS (LNAI), vol. 3554, pp. 29–40. Springer, Heidelberg (2005)
Mattos, T.C., Santoro, F.M., Revoredo, K., Nunes, V.T.: A formal representation for context-aware business processes. Comput. Ind. 65, 1193–1214 (2014)
Ploesser, K.: A Design Theory for Context-Aware Information Systems. Ph.D. thesis, Queensland University of Technology (2013)
Alter, S.: Metamodel for understanding, analyzing, and designing sociotechnical systems. In: Sprouts: Working Papers on Information Systems, vol. 9, no. 59, pp. 1–47 (2009)
Ackoff, R.L.: Towards a system of systems concepts. Manage. Sci. 17(11), 661–671 (1971)
Ghallab, M., Nau, D., Traverso, P.: Automated Planning: Theory and Practice. Morgan Kaufmann Publishers Inc., Elsevier, San Francisco (2004)
Murguzur, A., De Carlos, X., Trujillo, S., Sagardui, G.: Context-aware staged configuration of process variants@runtime. In: Jarke, M., Mylopoulos, J., Quix, C., Rolland, C., Manolopoulos, Y., Mouratidis, H., Horkoff, J. (eds.) CAiSE 2014. LNCS, vol. 8484, pp. 241–255. Springer, Heidelberg (2014)
Müller, R., Greiner, U., Rahm, E.: AgentWork: a workflow system supporting rule-based workflow adaptation. Data Knowl. Eng. 51, 223–256 (2004)
Aalst, W.M.P., Hofstede, A.H.M.T.: YAWL: yet another workflow language. Inf. Syst. 30, 245–275 (2005)
Pesic, M., Schonenberg, H., Aalst, W.M.P.: DECLARE: full support for loosely-structured processes. In: Proceedings of the 11th IEEE International Enterprise Distributed Object Computing Conference, Washington, pp. 287–300 (2007)
Reichert, M., Dadam, P.: Enabling adaptive process-aware information systems with ADEPT2. In: Handbook of Research on Business Process Modeling, pp. 173–203. Hershey, Information Science Reference, New York (2009)
Lanz, A., Kreher, U., Reichert, M.: Enabling process support for advanced applications with the AristaFlow BPM Suite. In: Proceedings of the Business Process Management 2010 Demonstration Track, Hoboken (2010)
Weber, B., Sadiq, S., Reichert, M.: Beyond rigidity – dynamic process lifecycle support. Comput. Sci. Res. Dev. 23, 47–65 (2009)
Marrella, A., Russo, A., Mecella, M.: Planlets: automatically recovering dynamic processes in YAWL. In: Meersman, R., et al. (eds.) OTM 2012, Part I. LNCS, vol. 7565, pp. 268–286. Springer, Heidelberg (2012)
van Beest, N.R.T.P., Kaldeli, E., Bulanov, P., Wortmann, J.C., Lazovik, A.: Automated runtime repair of business processes. Inf. Syst. 29, 45–79 (2014)
Nunes, V.T., Santoro, F.M., Borges, M.R.: A context-based model for knowledge management embodied in work processes. Inf. Sci. 179, 2538–2554 (2009)
Nunes, V.T., Werner, C.M.L., Santoro, F.M.: Dynamic process adaptation: a context-aware approach. In: 15th International Conference on Computer Supported Cooperative Work in Design, Lausanne, Switzerland, pp. 97–104 (2011)
Talamadupula, K., Benton, J., Kambhampati, S., Schermerhorn, P., Scheutz, M.: Planning for human-robot teaming in open worlds. ACM Trans. Intell. Syst. Technol. (TIST) 1(2), 14 (2010)
Bylander, T.: Complexity results for planning. In: Proceedings of the Twelfth International Joint Conference on Artificial Intelligence, Sydney, pp. 274–279 (1991)
Do, M.B., Kambhampati, S.: SAPA: a multi-objective metric temporal planner. J. Artif. Intell. Res. 20(1), 155–194 (2003)
Penberthy, S., Weld, D.: Temporal planning with continuous change. In: Proceedings of the 12th National Conference on Artificial Intelligence, pp. 1010–1015 (1994)
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Nunes, V.T., Santoro, F.M., Werner, C.M.L., Ralha, C.G. (2016). Context and Planning for Dynamic Adaptation in PAIS. In: Reichert, M., Reijers, H. (eds) Business Process Management Workshops. BPM 2016. Lecture Notes in Business Information Processing, vol 256. Springer, Cham. https://doi.org/10.1007/978-3-319-42887-1_38
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DOI: https://doi.org/10.1007/978-3-319-42887-1_38
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