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View article: A technology-specific process mining maturity grid for manufacturing and logistics
A technology-specific process mining maturity grid for manufacturing and logistics Open
View article: Recent Advances in Data-Driven Business Process Management
Recent Advances in Data-Driven Business Process Management Open
The rapid development of cutting-edge technologies, the increasing volume of data and also the availability and processability of new types of data sources has led to a paradigm shift in data-based management and decision-making. Since bus…
View article: Machine learning in business process management: A systematic literature review
Machine learning in business process management: A systematic literature review Open
Machine learning (ML) provides algorithms to create computer programs based on data without explicitly programming them. In business process management (BPM), ML applications are used to analyse and improve processes efficiently. Three fre…
View article: Machine learning in business process management: A systematic literature review
Machine learning in business process management: A systematic literature review Open
Machine learning (ML) provides algorithms to create computer programs based on data without explicitly programming them. In business process management (BPM), ML applications are used to analyse and improve processes efficiently. Three fre…
View article: Predictive Business Process Deviation Monitoring
Predictive Business Process Deviation Monitoring Open
Business processes run at the core of an organisation's value creation and are often the target of optimisation efforts. Organisations aim at adhering to their optimised processes. However, deviations from the optimised process still occur…
View article: The MobIS-Challenge 2019
The MobIS-Challenge 2019 Open
Information systems (IS) can significantly support the organization of business processes. However, the proceeding digitalization of processes can also lead to an increasing organizational complexity and the need to more intensely investig…
View article: Conformance checking: A state-of-the-art literature review
Conformance checking: A state-of-the-art literature review Open
Conformance checking is a set of process mining functions that compare process instances with a given process model. It identifies deviations between the process instances' actual behaviour ("as-is") and its modelled behaviour ("to-be"). E…
View article: Prescriptive Business Process Monitoring for Recommending Next Best Actions
Prescriptive Business Process Monitoring for Recommending Next Best Actions Open
View article: Modeling Platform Ecosystems.
Modeling Platform Ecosystems. Open
Platforms facilitate the creation of complementary modulesby third parties and act as intermediaries between different groups of ac-tors. Due to the high degree of collaboration between actors, ecosystemsevolve around such platforms. As a …
View article: The MobIS-Challenge 2019 - A Report on the WI-2019-Workshop on Model-Based Compliance in Information Systems
The MobIS-Challenge 2019 - A Report on the WI-2019-Workshop on Model-Based Compliance in Information Systems Open