Discovering Behavioural Patterns in Knowledge-Intensive Collaborative Processes
| Title | Discovering Behavioural Patterns in Knowledge-Intensive Collaborative Processes |
| Publication Type | Book Chapter |
| Year of Publication | 2015 |
| Authors | Diamantini C, Genga, L, Potena, D, Storti E |
| Book Title | New Frontiers in Mining Complex Patterns |
| Series Volume | 8983 |
| Publisher | Springer International Publishing |
| ISBN | 978-3-319-17876-9 |
| Keywords | Behavioural patterns discovery, Hierarchical clustering, Knowledge-intensive processes |
| Abstract | Domains like emergency management, health care, or research and innovation development, are characterized by the execution of so-called knowledge-intensive processes. Such processes are typically highly uncertain, with little or no structure; consequently, classical process discovery techniques, aimed at extracting complete process schemas from execution logs, usually provide a limited support in analysing these processes. As a remedy, in the present work we propose a methodology aimed at extracting relevant subprocesses, representing meaningful collaboration behavioural patterns. We consider a real case study regarding the development of research activities, to test the approach and compare its results with the outcome of classical process discovery techniques. |
| DOI | 10.1007/978-3-319-17876-9_10 |
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