Cost-based fitness in conformance checking

A. Adriansyah; N. Sidorova; B.F. Dongen, van

doi:10.1109/ACSD.2011.19

Cost-based fitness in conformance checking

A. Adriansyah, N. Sidorova, B.F. Dongen, van

Process Analytics

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

73 Citations (Scopus)

315 Downloads (Pure)

Abstract

Experience in business process analysis shows that operational processes often do not conform to process models. Although classical conformance checking techniques can identify deviations of process executions from predefined models, they may produce inaccurate results due to strong assumptions. In this paper, we present a robust conformance checking technique based on Petri net techniques allowing us to lift assumptions and to take into account the cost of deviating from given models.

Original language	English
Title of host publication	Proceedings of the 11th International Conference on Application of Concurrency to System Design (ACSD'11, Kanazawa, Japan, June 2-24, 2011)
Place of Publication	Los Alamitos
Publisher	IEEE Computer Society
Pages	57-66
ISBN (Print)	978-1-61284-974-4
DOIs	https://doi.org/10.1109/ACSD.2011.19
Publication status	Published - 2011

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title = "Cost-based fitness in conformance checking",

abstract = "Experience in business process analysis shows that operational processes often do not conform to process models. Although classical conformance checking techniques can identify deviations of process executions from predefined models, they may produce inaccurate results due to strong assumptions. In this paper, we present a robust conformance checking technique based on Petri net techniques allowing us to lift assumptions and to take into account the cost of deviating from given models.",

author = "A. Adriansyah and N. Sidorova and {Dongen, van}, B.F.",

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doi = "10.1109/ACSD.2011.19",

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address = "United States",

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Cost-based fitness in conformance checking. / Adriansyah, A.; Sidorova, N.; Dongen, van, B.F.
Proceedings of the 11th International Conference on Application of Concurrency to System Design (ACSD'11, Kanazawa, Japan, June 2-24, 2011). Los Alamitos: IEEE Computer Society, 2011. p. 57-66.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Cost-based fitness in conformance checking

AU - Adriansyah, A.

AU - Sidorova, N.

AU - Dongen, van, B.F.

PY - 2011

Y1 - 2011

N2 - Experience in business process analysis shows that operational processes often do not conform to process models. Although classical conformance checking techniques can identify deviations of process executions from predefined models, they may produce inaccurate results due to strong assumptions. In this paper, we present a robust conformance checking technique based on Petri net techniques allowing us to lift assumptions and to take into account the cost of deviating from given models.

AB - Experience in business process analysis shows that operational processes often do not conform to process models. Although classical conformance checking techniques can identify deviations of process executions from predefined models, they may produce inaccurate results due to strong assumptions. In this paper, we present a robust conformance checking technique based on Petri net techniques allowing us to lift assumptions and to take into account the cost of deviating from given models.

U2 - 10.1109/ACSD.2011.19

DO - 10.1109/ACSD.2011.19

M3 - Conference contribution

SN - 978-1-61284-974-4

SP - 57

EP - 66

BT - Proceedings of the 11th International Conference on Application of Concurrency to System Design (ACSD'11, Kanazawa, Japan, June 2-24, 2011)

PB - IEEE Computer Society

CY - Los Alamitos

ER -

Cost-based fitness in conformance checking

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