2 results
Now showing1 - 2 of 2
- Some of the metrics are blocked by yourconsent settings
Item type:Publication, Access status: without files , Event-based failure prediction in distributed business processesTraditionally, research in Business Process Management has put a strong focus on centralized and intra-organizational processes. However, today's business processes are increasingly distributed, deviating from a centralized layout, and therefore calling for novel methodologies of detecting and responding to unforeseen events, such as errors occurring during process runtime. In this article, we demonstrate how to employ event-based failure prediction in business processes. This approach allows to make use of the best of both traditional Business Process Management Systems and event-based systems. Our approach employs machine learning techniques and considers various types of events. We evaluate our solution using two business process data sets, including one from a real-world event log, and show that we are able to detect errors and predict failures with high accuracy.Publicationtype: Journal Article28 - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Access status: without files , Charting Process-Based Collaboration Support in Agile Business Networks: Aligning the Need for a Dynamic Internet of Processes from Industry and Research PerspectivesAgile business networking is an emerging concept aimed at helping companies face the challenges of the dynamic economy of the 21st century. It integrates a technology and a business perspective, arriving at highly dynamic Internet-based processes. Despite its importance, there is no common understanding of this concept; many interpretations exist, leading to ad hoc business requirements or technical innovations. This creates confusion in research, development, and application, and possible misalignment of requirements and solutions towards the future. In this article, we set clear lines in this playing field by defining a configuration space for dynamic, process-based business collaboration; analyzing technology push and demand pull forces; and confronting these forces for alignment. To help new research efforts, we outline an approach to properly position them. Thus, we aim to contribute to a well-structured development of a dynamic Internet of Processes.Publicationtype: Journal Article22