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EnglishWe consider the scenario where the executions of different business processes are traced into a log, whose traces describe the process instances as sequences of low-level events (representing basic kinds of operations). In this context, we address the following problem: given a description of the processes’ behaviors in terms of high-level activities (instead of low-level events), and in the presence of uncertainty in the mapping between events and activities, find all the interpretations of each trace Φ, in terms of the process model that Φ conforms to and of the sequence of activities that may have triggered the events in Φ. We describe the probabilistic framework presented in [7] supporting the extraction of a compact representation of Φ’s interpretations, where each interpretation is associated with a probability score representing the probability of being the actual one.
On the interpretation of traces of low level events in business process logs Extended abstract / Fazzinga, Bettina; Flesca, Sergio; Furfaro, Filippo; Masciari, Elio; Pontieri, Luigi. - 2161(2018), p. 1. ((Intervento presentato al convegno 26th Italian Symposium on Advanced Database Systems, SEBD 2018 tenutosi a Ethra Reserve, ita nel 2018.
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| Titolo: | On the interpretation of traces of low level events in business process logs Extended abstract |
| Autori: | |
| Data di pubblicazione: | 2018 |
| Rivista: | |
| Citazione: | On the interpretation of traces of low level events in business process logs Extended abstract / Fazzinga, Bettina; Flesca, Sergio; Furfaro, Filippo; Masciari, Elio; Pontieri, Luigi. - 2161(2018), p. 1. ((Intervento presentato al convegno 26th Italian Symposium on Advanced Database Systems, SEBD 2018 tenutosi a Ethra Reserve, ita nel 2018. |
| Handle: | http://hdl.handle.net/20.500.11770/285539 |
| Appare nelle tipologie: | 4.1 Contributo in Atti di convegno |
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