TY - GEN
T1 - Conformance Checking: A Systemic View.
AU - Dongen, Boudewijn F. van
N1 - DBLP License: DBLP's bibliographic metadata records provided through http://dblp.org/ are distributed under a Creative Commons CC0 1.0 Universal Public Domain Dedication. Although the bibliographic metadata records are provided consistent with CC0 1.0 Dedication, the content described by the metadata records is not. Content may be subject to copyright, rights of privacy, rights of publicity and other restrictions.
PY - 2022
Y1 - 2022
N2 - Within the field of process mining, conformance checking plays an important role. While conformance checking initially mainly served as a way to explain the difference between an event log and a discovered process model, it since has evolved to a field of study in which the aim is to understand the relation between observed and modelled behaviour in the context of an abstract process. So far, however, the focus has mainly been on the relation between an observed instance of a process and a model of that process. In other words, conformance checking considers the relation between a single observed instance of a process and a model of that process. In this keynote, we advocate a systemic view on conformance checking. Through a series of examples, we show how a single-instance perspective would result in overlooking deviations and we provide initial ideas to resolve this and we show the theoretic framework to overcome these challenges.
AB - Within the field of process mining, conformance checking plays an important role. While conformance checking initially mainly served as a way to explain the difference between an event log and a discovered process model, it since has evolved to a field of study in which the aim is to understand the relation between observed and modelled behaviour in the context of an abstract process. So far, however, the focus has mainly been on the relation between an observed instance of a process and a model of that process. In other words, conformance checking considers the relation between a single observed instance of a process and a model of that process. In this keynote, we advocate a systemic view on conformance checking. Through a series of examples, we show how a single-instance perspective would result in overlooking deviations and we provide initial ideas to resolve this and we show the theoretic framework to overcome these challenges.
UR - http://www.scopus.com/inward/record.url?scp=85124673931&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-94343-1_5
DO - 10.1007/978-3-030-94343-1_5
M3 - Conference contribution
SN - 9783030943424
T3 - Lecture Notes in Business Information Processing
SP - 61
EP - 72
BT - Business Process Management Workshops - BPM 2021 International Workshops, Revised Selected Papers
A2 - Marrella, Andrea
A2 - Weber, Barbara
ER -