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Process mining refers to the extraction of process models from event logs. As real-life processes tend to be less structured and more flexible, clustering techniques are used to divide traces into clusters, such that similar types of behavior are grouped in the cluster. Educational process mining is an emerging field in the educational data mining (EDM) discipline, concerned with developing methods...
Given the constant pressure to improve healthcare efficiency, home care appears as a unique solution for providing personalized healthcare service and home assistance for a growing number of elderly and chronic patients. Home care plans define the health cares or supportive cares delivered by the different home care professionals for a given patient. The management of these plans is challenging since...
We present, in this paper, the Time Recursive ECATNets (T-RECATNets) formalism for the modelling and analysis of time-constrained reconfigurable workflows, which are preponderant in the field of Web services. In a second step, we propose a method for building a specific state class graph in terms of rewrite logic. Therefore, one can verify some properties with respect to time constraints using model...
In this paper we define a model, namely the recursive ECATNets (Recatnets) based on a sound combination of Extended Concurrent Algebraic Term nets and Recursive Petri nets, allowing a concise modeling of dynamic reconfiguration mechanisms of flexible workflow processes. The descriptive power of Recatnes is well-suited for collaborative workflows modeling. Moreover the use of model checking techniques...
Given the ever changing needs of the job markets, education and training centers are increasingly held accountable for student success. Therefore, education and training centers have to focus on ways to streamline their offers and educational processes in order to achieve the highest level of quality in curriculum contents and managerial decisions. Educational process mining is an emerging field in...
A major limitation of current workflow management systems appears in (1) their lack of support for flexible workflows whose structures can be modified dynamically during the execution and (2) in their failure in dealing, efficiently, with the most advanced workflow patterns. In this paper, we propose a new model which we call recursive ECATNets (RECATNets) to model workflow processes with dynamic...
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