Automated Resource Allocation in Business Processes with Answer Set Programming. Havur, G., Cabanillas, C., Polleres, A., & Mendling, J. In 11th International Workshop on Business Process Intelligence 2015, Innsbruck, Austria, August, 2015. Paper abstract bibtex Human resources are of central importance for executing and supervising business processes. An optimal resource allocation can dramatically improve undesirable consequences of resource shortages. However, existing approaches for resource allocation have some limitations, e.g., they do not consider concurrent process instances or loops in business processes, which may greatly alter resource requirements. This paper introduces a novel approach for automatically allocating resources to process activities in a time optimal way that is designed to tackle the aforementioned shortcomings. We achieve this by representing the resource allocation problem in Answer Set Programming (ASP), which allows us to model the problem in an extensible, modular, and thus maintainable way, and which is supported by various efficient solvers.
@inproceedings{havur-etal-2015BPI,
author = {Giray Havur and Cristina Cabanillas and Axel Polleres and Jan Mendling},
title = {{Automated Resource Allocation in Business Processes with Answer
Set Programming}},
booktitle = {11th International Workshop on Business Process Intelligence 2015},
month = aug,
abstract = {Human resources are of central importance for executing and supervising business processes. An optimal resource allocation can dramatically improve undesirable consequences of resource shortages. However, existing approaches for resource allocation have some limitations, e.g., they do not consider concurrent process instances or loops in business processes, which may greatly alter resource requirements. This paper introduces a novel approach for automatically allocating resources to process activities in a time optimal way that is designed to tackle the aforementioned shortcomings. We achieve this by representing the resource allocation problem in Answer Set Programming (ASP), which allows us to model the problem in an extensible, modular, and thus maintainable way, and which is supported by various efficient solvers.},
day = 31,
address = {Innsbruck, Austria},
url = {http://polleres.net/publications/havur-etal-2015BPI.pdf},
year = {2015}
}
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