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2018 | OriginalPaper | Chapter

Conceptual Modeling of Processes and Data: Connecting Different Perspectives

Authors : Carlo Combi, Barbara Oliboni, Mathias Weske, Francesca Zerbato

Published in: Conceptual Modeling

Publisher: Springer International Publishing

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Abstract

Business processes constantly generate, manipulate, and consume data that are managed by organizational databases. Despite being central to process modeling and execution, the link between processes and data is often handled by developers when the process is implemented, thus leaving the connection unexplored during the conceptual design. In this paper, we introduce, formalize, and evaluate a novel conceptual view that bridges the gap between process and data models, and show some kinds of interesting insights that can be derived from this novel proposal.

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Footnotes
1
A complete description of the experiment can be found at http://​hdl.​handle.​net/​11562/​976919.
 
Literature
1.
go back to reference Calvanese, D., De Giacomo, G., Montali, M.: Foundations of data-aware process analysis: a database theory perspective. In: 32nd ACM SIGMOD Symposium on Principles of Database Systems (PODS), pp. 1–12. ACM (2013) Calvanese, D., De Giacomo, G., Montali, M.: Foundations of data-aware process analysis: a database theory perspective. In: 32nd ACM SIGMOD Symposium on Principles of Database Systems (PODS), pp. 1–12. ACM (2013)
4.
go back to reference De Masellis, R., Francescomarino, C.D., Ghidini, C., Montali, M., Tessaris, S.: Add data into business process verification: bridging the gap between theory and practice. In: AAAI, pp. 1091–1099. AAAI Press (2017) De Masellis, R., Francescomarino, C.D., Ghidini, C., Montali, M., Tessaris, S.: Add data into business process verification: bridging the gap between theory and practice. In: AAAI, pp. 1091–1099. AAAI Press (2017)
5.
go back to reference Elmasri, R., Navathe, S.B.: Fundamentals of Database Systems. Pearson, Boston (2015)MATH Elmasri, R., Navathe, S.B.: Fundamentals of Database Systems. Pearson, Boston (2015)MATH
7.
go back to reference Künzle, V., Reichert, M.: PHILharmonicFlows: towards a framework for object-aware process management. J. Softw. Maintenance Evol. Res. Pract. 23(4), 205–244 (2011)CrossRef Künzle, V., Reichert, M.: PHILharmonicFlows: towards a framework for object-aware process management. J. Softw. Maintenance Evol. Res. Pract. 23(4), 205–244 (2011)CrossRef
12.
go back to reference Meyer, A., Weske, M.: Extracting data objects and their states from process models. In: 17th International Enterprise Distributed Object Computing Conference (EDOC), pp. 27–36. IEEE (2013) Meyer, A., Weske, M.: Extracting data objects and their states from process models. In: 17th International Enterprise Distributed Object Computing Conference (EDOC), pp. 27–36. IEEE (2013)
17.
go back to reference Smith, F., Proietti, M.: Reasoning on data-aware business processes with constraint logic. In: 4th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA), pp. 60–75 (2014) Smith, F., Proietti, M.: Reasoning on data-aware business processes with constraint logic. In: 4th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA), pp. 60–75 (2014)
18.
go back to reference Sun, Y., Su, J., Wu, B., Yang, J.: Modeling data for business processes. In: 30th International Conference on Data Engineering (ICDE), pp. 1048–1059. IEEE (2014) Sun, Y., Su, J., Wu, B., Yang, J.: Modeling data for business processes. In: 30th International Conference on Data Engineering (ICDE), pp. 1048–1059. IEEE (2014)
Metadata
Title
Conceptual Modeling of Processes and Data: Connecting Different Perspectives
Authors
Carlo Combi
Barbara Oliboni
Mathias Weske
Francesca Zerbato
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-030-00847-5_18

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