Abstract
Modern business environments are governed by a wide range of data in various data formats. Despite the importance of integrating the data and control-flow perspective, existing business process modelling languages have only limited capability to precisely describe data-driven processes. In this paper, we propose a new approach called JSON-Nets, a variant of high-level Petri nets, that utilizes JSON technologies to integrate complex data objects in executable process models. We introduce JSON-Nets using an illustrative example and provide a formal specification, as well as a prototypical implementation of a modelling tool to evaluate our conception.
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References
Abiteboul, S.: Querying semi-structured data. In: International Conference on Database Theory. pp. 1–18. Delphi, Greece (1997). https://doi.org/10.1007/3-540-62222-5_33
Badouel, E., Hélouët, L., Morvan, C.: Petri nets with structured data. In: International Conference on Application and Theory of Petri Nets and Concurrency, pp. 212–233. Brussels, Belgium (2015). https://doi.org/10.1007/978-3-319-19488-2_11
Bourhis, P., Reutter, J.L., Suárez, F., Vrgoč, D.: JSON: data model, query languages and schema specification. In: ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, pp. 123–135. Chicago, United States (2017). https://doi.org/10.1145/3034786.3056120
Bourhis, P., Reutter, J.L., Vrgoč, D.: JSON: data model and query languages. Inf. Syst. 89(3) (2020). https://doi.org/10.1016/j.is.2019.101478
Brinkkemper, S.: Method engineering: engineering of information systems development methods and tools. Inf. Softw. Technol. 38(4), 275–280 (1996). https://doi.org/10.1016/0950-5849(95)01059-9
Carion, U.: RFC 8927 JSON Type Definition. https://jsontypedef.com/ (2023)
Droettboom, M., et al.: Understanding JSON Schema. Space Telescope Science Institute (2022)
ECMA International: The JSON data interchange syntax (2017). http://www.ecma-international.org/publications/standards/Ecma-404.htm
Genrich, H.J., Lautenbach, K.: System modelling with high-level Petri nets. Theoret. Comput. Sci. 13(1), 109–135 (1981). https://doi.org/10.1016/0304-3975(81)90113-4
Google: Jsonnet (2023). https://jsonnet.org/
Gössner, S.: JSONPath. https://goessner.net/articles/JsonPath/ (2007)
Hanine, M., Abdesadik, B., Boutkhoum, O.: Data migration methodology from relational to Nosql databases. Int. J. Inf. Control Comput. Sci. 9(12) (2016). https://doi.org/10.5281/ZENODO.1339211
Hidders, J., Kwasnikowska, N., Sroka, J., Tyszkiewicz, J., Van den Bussche, J.: Petri net + nested relational calculus = dataflow. In: On the Move to Meaningful Internet Systems, pp. 220–237. Agia Napa, Cyprus (2005). https://doi.org/10.1007/11575771_16
Internet Engineering Task Force (IETF): The JavaScript object notation (JSON) data interchange format. https://www.rfc-editor.org/info/rfc8259 (2017)
Jensen, K.: Coloured petri nets and the invariant-method. Theoret. Comput. Sci. 14(3), 317–336 (1981). https://doi.org/10.1016/0304-3975(81)90049-9
Koschmider, A., Oberweis, A., Stucky, W.: A Petri net-based view on the business process life-cycle. Enterpr. Model. Inf. Syst. Archit. 13, 47–55 (2018). https://doi.org/10.18417/EMISA.SI.HCM.4
Lenz, K., Oberweis, A.: Inter-organizational Business Process Management with XML Nets. In: Ehrig, H., Reisig, W., Rozenberg, G., Weber, H. (eds.) Petri Net Technology for Communication-Based Systems. LNCS, vol. 2472, pp. 243–263. Springer, Heidelberg (2003). https://doi.org/10.1007/978-3-540-40022-6_12
Marrella, A., Mecella, M., Russo, A., Steinau, S., Andrews, K., Reichert, M.: Data in business process models, a preliminary empirical study. In: International Conference on Service-Oriented Computing and Applications. Rome, Italy (2015). https://doi.org/10.1109/SOCA.2015.19
Meyer, A., Smirnov, S., Weske, M.: Data in business processes. Universitätsverlag Potsdam, Potsdam, Tech. rep. (2011)
MongoDB Inc: MongoDB (2023). https://www.mongodb.com/docs/manual/
Oberweis, A., Sander, P.: Information system behavior specification by high level Petri nets. ACM Trans. Inf. Syst. 14(4), 380–420 (1996). https://doi.org/10.1145/237496.237498
Pezoa, F., Reutter, J.L., Suarez, F., Ugarte, M., Vrgoč, D.: Foundations of JSON schema. In: International Conference on World Wide Web, pp. 263–273. Montreal, Quebec, Kanada (2016). https://doi.org/10.1145/2872427.2883029
Polyvyanyy, A., van der Werf, J.M.E.M., Overbeek, S., Brouwers, R.: Information systems modeling: Language, verification, and tool support. In: International Conference on Advanced Information Systems Engineering. Rome, Italy (2019). https://doi.org/10.1007/978-3-030-21290-2_13
Raymond, E.S.: The Art of Unix Programming. Addison-Wesley Professional Computing Series, Pearson Education, Boston (2003)
Reisig, W.: Understanding Petri Nets: Modeling Techniques, Analysis Methods, Case Studies. Springer, Berlin, Heidelberg (2013). https://doi.org/10.1007/978-3-642-33278-4
Robie, J., Fourny, G., Brantner, M., Florescu, D., Westmann, T., Zaharioudakis, M.: JSONiq (2022).. https://www.jsoniq.org/
Saryerwinnie, J.: JMESPath (2015). https://jmespath.org/
Snoeck, M., De Smedt, J., De Weerdt, J.: Supporting data-aware processes with MERODE. In: Enterprise, Business-Process and Information Systems Modeling, pp. 131–146. Melbourne, Australia (2021). https://doi.org/10.1007/978-3-030-79186-5_9
Steinau, S., Marrella, A., Andrews, K., Leotta, F., Mecella, M., Reichert, M.: DALEC: a framework for the systematic evaluation of data-centric approaches to process management software. Softw. Syst. Model. 18(4), 2679–2716 (2018). https://doi.org/10.1007/s10270-018-0695-0
Vogler, W., Semenov, A., Yakovlev, A.: Unfolding and finite prefix for nets with read arcs. In: Sangiorgi, D., de Simone, R. (eds.) CONCUR 1998. LNCS, vol. 1466, pp. 501–516. Springer, Heidelberg (1998). https://doi.org/10.1007/BFb0055644
W3C: W3C XML Schema Definition Language (XSD) 1.1 (2012). https://www.w3.org/TR/2012/REC-xmlschema11-1-20120405/
W3C: XPath 3.1. https://www.w3.org/TR/2017/REC-xpath-31-20170321/ (2017)
W3C: XQuery 3.1 (2017). https://www.w3.org/TR/2017/REC-xquery-31-20170321/
Weitz, W.: SGML nets: integrating document and workflow modeling. In: Hawaii International Conference on System Sciences, pp. 185–194. Kohala Coast, HI, USA (1998). https://doi.org/10.1109/HICSS.1998.651699
Weske, M.: Business Process Management: Concepts, Languages, Architectures, 3rd edn. Springer, Berlin (2019). https://doi.org/10.1007/978-3-662-59432-2
Wright, A., Andrews, H., Hutton, B., Dennis, G.: JSON Schema: a media type for describing JSON documents (2022). https://json-schema.org/draft/2020-12/json-schema-core.html
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We wish to thank the anonymous referees for many valuable comments on an earlier version of this paper.
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Fritsch, A., Schüler, S., Forell, M., Oberweis, A. (2023). Modelling and Execution of Data-Driven Processes with JSON-Nets. In: van der Aa, H., Bork, D., Proper, H.A., Schmidt, R. (eds) Enterprise, Business-Process and Information Systems Modeling. BPMDS EMMSAD 2023 2023. Lecture Notes in Business Information Processing, vol 479. Springer, Cham. https://doi.org/10.1007/978-3-031-34241-7_3
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