Process mining is an emerging area that synergically combines model-based and data-oriented analysis techniques to obtain useful insights on how business processes are executed within an organization. This tutorial aims at providing an introduction to the key analysis techniques in process mining that allow decision makers to discover process models from data, compare expected and actual behaviors, and enrich models with key information about the actual process executions. In addition, the tutorial will present concrete tools and will provide practical skills for applying process mining in a variety of application domains, including the one of software development.
From zero to hero: A process mining tutorial / Janes, Andrea; Maggi, Fabrizio Maria; Marrella, Andrea; Montali, Marco. - 10611:(2017), pp. 625-629. (Intervento presentato al convegno 18th International Conference on Product-Focused Software Process Improvement, PROFES 2017 tenutosi a Innsbruck; Austria nel 29 November - 1 December 2017) [10.1007/978-3-319-69926-4_55].
From zero to hero: A process mining tutorial
Maggi, Fabrizio Maria;MARRELLA, ANDREA
;Montali, Marco
2017
Abstract
Process mining is an emerging area that synergically combines model-based and data-oriented analysis techniques to obtain useful insights on how business processes are executed within an organization. This tutorial aims at providing an introduction to the key analysis techniques in process mining that allow decision makers to discover process models from data, compare expected and actual behaviors, and enrich models with key information about the actual process executions. In addition, the tutorial will present concrete tools and will provide practical skills for applying process mining in a variety of application domains, including the one of software development.File | Dimensione | Formato | |
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