Probabilistic trace alignment

G Bergami, FM Maggi, M Montali… - 2021 3rd International …, 2021 - ieeexplore.ieee.org
Alignments provide sophisticated diagnostics that pinpoint deviations in a trace with respect
to a process model. Alignment-based approaches for conformance checking have so far …

Quickening data-aware conformance checking through temporal algebras

G Bergami, S Appleby, G Morgan - Information, 2023 - mdpi.com
A temporal model describes processes as a sequence of observable events characterised
by distinguishable actions in time. Conformance checking allows these models to determine …

Towards a generalised semistructured data model and query language

G Bergami, W Zegadło - ACM SIGWEB Newsletter, 2023 - dl.acm.org
Although current efforts are all aimed at re-defining new ways to harness old data
representations, possibly with new schema features, the challenges still open provide …

A tool for computing probabilistic trace alignments

G Bergami, FM Maggi, M Montali… - … Conference on Advanced …, 2021 - Springer
Alignments pinpoint trace deviations in a process model and quantify their severity.
However, approaches based on trace alignments use crisp process models and recent …

On Declare MAX-SAT and a finite Herbrand Base for data-aware logs

G Bergami - arXiv preprint arXiv:2106.07781, 2021 - arxiv.org
This technical report provides some lightweight introduction motivating the definition of an
alignment of log traces against Data-Aware Declare Models potentially containing …