Requirements-Based Composition of Tailored Decision Support Systems

J. Kirchhoff, C. Weskamp, G. Engels, in: R. Bernhaupt, C. Ardito, S. Sauer (Eds.), Human-Centered Software Engineering, Springer International Publishing, Cham, 2022, pp. 150–162.

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Conference Paper | English
Editor
Bernhaupt, Regina; Ardito, Carmelo; Sauer, Stefan
Abstract
Corporate decision makers have individual requirements for decision support influenced by business goals, regulatory restrictions or access to resources such as data. Ideally, decision makers could quickly create tailored decision support systems (DSS) themselves which optimally address their individual requirements for decision support. Although service-oriented architectures have been proposed for DSS customization, they are primarily targeting trained software developers and cannot immediately be adapted by decision makers or domain experts with little to no software development knowledge. In this paper, we therefore motivate an assisted process-based service composition approach which can be used by non-developers to create tailored DSS. For assistance during service composition, we contribute a meta-model for the formalization of both decision support requirements and functionality of decision support services. Models created according to the meta-model can be used to detect mismatches between a decision maker’s requirements for decision support and services selected in the service composition representing a DSS. Furthermore, the formalizations may even be used for automated service composition given a decision maker’s decision support requirements. We demonstrate the expressiveness of our meta-model in the domain of regional energy distribution network planning.
Publishing Year
Proceedings Title
Human-Centered Software Engineering
Volume
13482
Page
150–162
Conference
Human-Centered Software Engineering
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Kirchhoff J, Weskamp C, Engels G. Requirements-Based Composition of Tailored Decision Support Systems. In: Bernhaupt R, Ardito C, Sauer S, eds. Human-Centered Software Engineering. Vol 13482. Lecture Notes in Computer Science . Springer International Publishing; 2022:150–162. doi:10.1007/978-3-031-14785-2_10
Kirchhoff, J., Weskamp, C., & Engels, G. (2022). Requirements-Based Composition of Tailored Decision Support Systems. In R. Bernhaupt, C. Ardito, & S. Sauer (Eds.), Human-Centered Software Engineering (Vol. 13482, pp. 150–162). Springer International Publishing. https://doi.org/10.1007/978-3-031-14785-2_10
@inproceedings{Kirchhoff_Weskamp_Engels_2022, place={Cham}, series={Lecture Notes in Computer Science }, title={Requirements-Based Composition of Tailored Decision Support Systems}, volume={13482}, DOI={10.1007/978-3-031-14785-2_10}, booktitle={Human-Centered Software Engineering}, publisher={Springer International Publishing}, author={Kirchhoff, Jonas and Weskamp, Christoph and Engels, Gregor}, editor={Bernhaupt, Regina and Ardito, Carmelo and Sauer, Stefan}, year={2022}, pages={150–162}, collection={Lecture Notes in Computer Science } }
Kirchhoff, Jonas, Christoph Weskamp, and Gregor Engels. “Requirements-Based Composition of Tailored Decision Support Systems.” In Human-Centered Software Engineering, edited by Regina Bernhaupt, Carmelo Ardito, and Stefan Sauer, 13482:150–162. Lecture Notes in Computer Science . Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-14785-2_10.
J. Kirchhoff, C. Weskamp, and G. Engels, “Requirements-Based Composition of Tailored Decision Support Systems,” in Human-Centered Software Engineering, 2022, vol. 13482, pp. 150–162, doi: 10.1007/978-3-031-14785-2_10.
Kirchhoff, Jonas, et al. “Requirements-Based Composition of Tailored Decision Support Systems.” Human-Centered Software Engineering, edited by Regina Bernhaupt et al., vol. 13482, Springer International Publishing, 2022, pp. 150–162, doi:10.1007/978-3-031-14785-2_10.

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