article

DALEC: a framework for the systematic evaluation of data-centric approaches to process management software

Authors:

Sebastian Steinau,

Andrea Marrella,

Francesco Leotta,

Massimo Mecella,

Manfred ReichertAuthors Info & Claims

Software and Systems Modeling (SoSyM), Volume 18, Issue 4

Pages 2679 - 2716

https://doi.org/10.1007/s10270-018-0695-0

Published: 01 August 2019 Publication History

Abstract

The increasing importance of data in business processes has led to the emergence of data-centric business process management, which deviates from the widely used activity-centric paradigm. Data-centric approaches set their focus on data, aiming at supporting data-intensive business processes and increased process flexibility. The objective of this article is to gain profound insights into the maturity of different data-centric approaches as well as their capabilities. In particular, this article will provide a framework for systematically evaluating and comparing data-centric approaches, with regard to the phases of the business process lifecycle. To this end, a systematic literature review (SLR) was conducted with the goal of evaluating the capabilities of data-centric process management approaches. The SLR comprises 38 primary studies which were thoroughly analyzed. The studies were categorized into different approaches, whose capabilities were thoroughly assessed. Special focus was put on the tooling and software of the approaches. The article provides the empirically grounded DALEC framework to evaluate and compare data-centric approaches. Furthermore, the results of the SLR offer insights into existing data-centric approaches and their capabilities. Data-centric approaches promise better support of loosely structured and data-intensive business processes, which may not be adequately represented by activity-centric paradigms.

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Cited By

Seidel AHaarmann SWeske M(2023)Model-based decision support for knowledge-intensive processesJournal of Intelligent Information Systems10.1007/s10844-022-00770-061:1(143-165)Online publication date: 1-Aug-2023
https://dl.acm.org/doi/10.1007/s10844-022-00770-0
Snoeck MVerbruggen CDe Smedt JDe Weerdt J(2023)Supporting data-aware processes with MERODESoftware and Systems Modeling (SoSyM)10.1007/s10270-023-01095-422:6(1779-1802)Online publication date: 1-Dec-2023
https://dl.acm.org/doi/10.1007/s10270-023-01095-4
Andree KIhde SWeske MPufahl L(2022)An exception handling framework for case managementSoftware and Systems Modeling (SoSyM)10.1007/s10270-022-00993-321:3(939-962)Online publication date: 1-Jun-2022
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cover image Software and Systems Modeling (SoSyM)

Software and Systems Modeling (SoSyM) Volume 18, Issue 4

August 2019

407 pages

ISSN:1619-1366

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Copyright © Copyright © 2019 Springer-Verlag GmbH Germany, part of Springer Nature.

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Published: 01 August 2019

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Seidel AHaarmann SWeske M(2023)Model-based decision support for knowledge-intensive processesJournal of Intelligent Information Systems10.1007/s10844-022-00770-061:1(143-165)Online publication date: 1-Aug-2023
https://dl.acm.org/doi/10.1007/s10844-022-00770-0
Snoeck MVerbruggen CDe Smedt JDe Weerdt J(2023)Supporting data-aware processes with MERODESoftware and Systems Modeling (SoSyM)10.1007/s10270-023-01095-422:6(1779-1802)Online publication date: 1-Dec-2023
https://dl.acm.org/doi/10.1007/s10270-023-01095-4
Andree KIhde SWeske MPufahl L(2022)An exception handling framework for case managementSoftware and Systems Modeling (SoSyM)10.1007/s10270-022-00993-321:3(939-962)Online publication date: 1-Jun-2022
https://dl.acm.org/doi/10.1007/s10270-022-00993-3
Breitmayer MArnold LReichert M(2022)Data-Driven Evolution of Activity Forms in Object- and Process-Aware Information SystemsCooperative Information Systems10.1007/978-3-031-17834-4_11(186-204)Online publication date: 4-Oct-2022
https://dl.acm.org/doi/10.1007/978-3-031-17834-4_11
Gonzalez-Lopez FPufahl LMunoz-Gama JHerskovic VSepúlveda M(2021)Case model landscapes: toward an improved representation of knowledge-intensive processes using the fCM-languageSoftware and Systems Modeling (SoSyM)10.1007/s10270-021-00885-y20:5(1353-1377)Online publication date: 1-Oct-2021
https://dl.acm.org/doi/10.1007/s10270-021-00885-y
Steinau SAndrews KReichert M(2021)Coordinating large distributed relational process structuresSoftware and Systems Modeling (SoSyM)10.1007/s10270-020-00835-020:5(1403-1435)Online publication date: 1-Oct-2021
https://dl.acm.org/doi/10.1007/s10270-020-00835-0
Ghilardi SGianola AMontali MRivkin A(2021)Delta-BPMN: A Concrete Language and Verifier for Data-Aware BPMNBusiness Process Management10.1007/978-3-030-85469-0_13(179-196)Online publication date: 6-Sep-2021
https://dl.acm.org/doi/10.1007/978-3-030-85469-0_13
Haarmann SMontali MWeske M(2021)Refining Case Models Using Cardinality ConstraintsAdvanced Information Systems Engineering10.1007/978-3-030-79382-1_18(296-310)Online publication date: 28-Jun-2021
https://dl.acm.org/doi/10.1007/978-3-030-79382-1_18

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