After a brief presentation of the state of the art of process-mining techniques, Andrea Burratin proposes different scenarios for the deployment of process-mining projects, and in particular a characterization of companies in terms of their process awareness. The approaches proposed in this book belong to two different computational paradigms: first to classic "batch process mining," and second to more recent "online process mining."The book encompasses a revised version of the author's PhD thesis, which won the "Best Process Mining Dissertation Award" in 2014, awarded by the IEEE Task Force on Process Mining.
Autorius: | Andrea Burattin |
Serija: | Lecture Notes in Business Information Processing |
Leidėjas: | Springer Nature Switzerland |
Išleidimo metai: | 2015 |
Knygos puslapių skaičius: | 232 |
ISBN-10: | 3319174819 |
ISBN-13: | 9783319174815 |
Formatas: | Knyga minkštu viršeliu |
Kalba: | Anglų |
Žanras: | Expert systems / knowledge-based systems |
Parašykite atsiliepimą apie „Process Mining Techniques in Business Environments: Theoretical Aspects, Algorithms, Techniques and Open Challenges in Process Mining“