A Recommendation Algorithm to Capture End-Users' Tacit Knowledge

To capture knowledge workers' tacit knowledge, while they are performing their work, we consider the use of an ad-hoc workflow system that does not leverage on any predefined model. To avoid the noisy divergence of ad-hoc executions of business processes, we propose a recommendation algorithm that promotes convergent behavior through a goal-driven strategy based on data instead of activity control flow.

[1]  Hajo A. Reijers,et al.  Product-based workflow support , 2011, Inf. Syst..

[2]  Vera Künzle,et al.  Object-Aware Business Processes: Fundamental Requirements and their Support in Existing Approaches , 2011, Int. J. Inf. Syst. Model. Des..

[3]  Claudio Bartolini,et al.  Next Best Step and Expert Recommendation for Collaborative Processes in IT Service Management , 2011, BPM.

[4]  Nikolay Mehandjiev,et al.  Self-learning Predictor Aggregation for the Evolution of People-Driven Ad-Hoc Processes , 2011, BPM.

[5]  Barbara Weber,et al.  User Assistance during Process Execution - An Experimental Evaluation of Recommendation Strategies , 2010, Business Process Management Workshops.

[6]  Andriy Nikolov,et al.  Mining E-Mail Messages: Uncovering Interaction Patterns and Processes using E-Mail Logs , 2008, Int. J. Intell. Inf. Technol..

[7]  W.M.P. van der Aalst,et al.  Supporting Flexible Processes Through Log-Based Recommendations , 2008, BPM 2008.

[8]  António Rito Silva,et al.  Non-intrusive Capture of Business Processes Using Social Software - Capturing the End Users' Tacit Knowledge , 2011, Business Process Management Workshops.

[9]  Irene T. P. Vanderfeesten,et al.  Making Decision Process Knowledge Explicit Using the Decision Data Model , 2011, BIS.

[10]  Irene Barba,et al.  Supporting the Optimized Execution of Business Processes through Recommendations , 2011, Business Process Management Workshops.

[11]  Guido Governatori,et al.  Compliance aware business process design , 2008 .

[12]  Michael Rosemann,et al.  Processpedia: an ecological environment for BPM stakeholders' collaboration , 2012, Bus. Process. Manag. J..

[13]  Gediminas Adomavicius,et al.  Context-aware recommender systems , 2008, RecSys '08.

[14]  Boudewijn F. van Dongen,et al.  Supporting Flexible Processes through Recommendations Based on History , 2008, BPM.