Exploring the conformance space (extended abstract)
Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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Exploring the conformance space (extended abstract). / Burattin, Andrea; Gianola, Alessandro; López, Hugo A.; Montali, Marco.
Proceedings of the 1st Italian Forum on Business Process Management (ITBPM 2021), Rome, Italy, September 10th, 2021. red. / Andrea Marrella Marrella; Daniele Theseider Dupré. CEUR, 2021. s. 62-67 (CEUR Workshop Proceedings, Bind 2952).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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TY - GEN
T1 - Exploring the conformance space (extended abstract)
AU - Burattin, Andrea
AU - Gianola, Alessandro
AU - López, Hugo A.
AU - Montali, Marco
N1 - Publisher Copyright: © 2021 CEUR-WS. All rights reserved.
PY - 2021
Y1 - 2021
N2 - In this paper we highlight a yet unexplored dimension in BPM in general, and conformance checking, in particular. While a breadth of research has focused in differentiating conforming versus nonconforming process executions, little it is known about the difference between different conforming traces. This is of particular importance in the light of the fact that not all conforming executions are equal: some achieve the intended outcome better than others. In this position paper, we demonstrate why existing model-driven and data-driven techniques are not enough to attack the problem in its full generality, and that novel methods to combine them in ways that have not yet been explored are essential within BPM.
AB - In this paper we highlight a yet unexplored dimension in BPM in general, and conformance checking, in particular. While a breadth of research has focused in differentiating conforming versus nonconforming process executions, little it is known about the difference between different conforming traces. This is of particular importance in the light of the fact that not all conforming executions are equal: some achieve the intended outcome better than others. In this position paper, we demonstrate why existing model-driven and data-driven techniques are not enough to attack the problem in its full generality, and that novel methods to combine them in ways that have not yet been explored are essential within BPM.
KW - Faculty of Science
KW - Business Process Management
KW - Conformance checking
KW - Artificial Intelligence
UR - http://www.scopus.com/inward/record.url?scp=85116040383&partnerID=8YFLogxK
M3 - Article in proceedings
AN - SCOPUS:85116040383
T3 - CEUR Workshop Proceedings
SP - 62
EP - 67
BT - Proceedings of the 1st Italian Forum on Business Process Management (ITBPM 2021), Rome, Italy, September 10th, 2021
A2 - Marrella, Andrea Marrella
A2 - Dupré, Daniele Theseider
PB - CEUR
T2 - 1st Italian Forum on Business Process Management, ITBPM 2021
Y2 - 10 September 2021
ER -
ID: 282674950