Title :
Flexible process support by automatic aggregation of implicit and explicit user behavior
Author :
Burkhart, Thomas ; Werth, Dirk ; Loos, Peter
Author_Institution :
Inst. for Inf. Syst. (IWi), German Res. Center for Artificial Intell. (DFKI), Saarbrucken, Germany
Abstract :
A company´s ability to flexibly adapt to changing business requirements is one key factor to remain competitive. The required flexibility in people driven processes is usually achieved through ad-hoc workflows which are naturally highly unstructured. While most process support systems have either high process support or high flexibility but seldom both, the approach presented in this paper eliminates this trade-off by mapping unstructured messages onto processes as well as patterns for self-adjusting and context-sensitive process recommendations based on the analysis of user behavior, crowd processes, and continuous application of process detection. Special focus within the paper lies on the ability of a user to interact with the system during run-time in case of a mismatching of an event and the corresponding self-adapting features. The approach is evaluated in the context of the European research project Commius.
Keywords :
business data processing; recommender systems; workflow management software; European research project Commius; ad-hoc workflows; automatic aggregation; business requirements; context-sensitive process recommendations; crowd process; explicit user behavior; flexible process; implicit user behavior; message mapping; people driven process; process support systems; selfadjusting process recommendations; Europe; Adaptation; Flexibility; Process; Recommender Systems;
Conference_Titel :
Applications of Digital Information and Web Technologies (ICADIWT), 2011 Fourth International Conference on the
Conference_Location :
Stevens Point, WI
Print_ISBN :
978-1-4244-9824-6
DOI :
10.1109/ICADIWT.2011.6041408