Recomposing conformance: Closing the circle on decomposed alignment-based conformance checking in process mining

Lee, Wai Lam Jonathan; Verbeek, H. M. W.; Muñoz-Gama, Jorge; Aalst, Wil M. P. van der; Sepúlveda, Marcos

doi:10.1016/j.ins.2018.07.026

Cited by 44 publications

(41 citation statements)

References 14 publications

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“…Their study addresses the problem of checking and quantifying how much the actual behaviour of a web service, as recorded in event logs, conforms to the expected behaviour as specified in a process model [89]. In recent years, other similar studies also performed conformance checking regard to process model discovery aspect [16], [51], [79], [92].…”

Section: Conformance Checkingmentioning

confidence: 99%

“…While the conformance checking is not limited to control flow [85], [101], so far, the conformance checking has been studied from the perspective of the control flow viewpoint [3], [7], [16], [51], [75], [79], [83], [85], [92], [96]. In organizational mining, the model can be an organizational structure [84], [86].…”

Section: Conformance Checkingmentioning

confidence: 99%

“…Therefore, by considering the impact of social relations on business interactions and people's co-operation [38], [58], [67], the initial model in conformance checking can be the structure of human resources' social relations (or any structure based on formal relations such as organizational structure or informal relations like Consideration of the mentioned differences in the problem domain, for the following reasons we can not employ the approaches of conformance checking that are proposed in process model discovery studies. Conformance checking in the process model approach is performed between the process model discovered from the event log and the initial process model [16], [51], [70], [79], [85], [92]. A process involves a set of tasks that between every two tasks exists a logical link [86].…”

mentioning

confidence: 99%

“…A discovered process model which generates an event log that is similar to the event log of the initial model is appropriate. Also, the initial model's event log should be tracked by the discovered model (see the conformance checking metrics in [16], [51], [79], and [92]). Therefore, the input of these methods is the event log, and their output is the process model discovered from the event log.…”

mentioning

confidence: 99%

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Conformance Checking of the Activity Network with the Social Relationships Structure in the Context of Social Commerce

Esmaeili

Golpayegani

2020

J. theor. appl. electron. commer. res.

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Control and management of e-markets are one of the essential needs in social commerce context. Social commerce systems include not only informational flows, financial and goods/services but also social relationships and interactions. The focus of this research is to find the meaningful relationship between social relations and the network of various commercial flows among human resources (i.e., activity network) in social commerce context. If the activity network conforms with social relations, then business processes and, in general, the e-market can be steered by social relations. The proposed research framework has been constructed from a combination of process mining concepts, multi-layered network modeling, network analyzing, and social theories. Such a combination in the conformance checking field is an original contribution of this study, not yet explored. Two simulated sample datasets in four different versions are applied for the evaluation. Furthermore, Friedman's statistical test is employed to proof of the research hypothesis and gain more confidence in the obtained results. The results indicate that, despite the structural mismatch of the social network with the activity network, social relations affect the formation of business interactions among human resources. This effect is also different for various flow types. Multi-layered network modeling demonstrates this difference.

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Section: Conformance Checkingmentioning

confidence: 99%

Section: Conformance Checkingmentioning

confidence: 99%

mentioning

confidence: 99%

mentioning

confidence: 99%

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Conformance Checking of the Activity Network with the Social Relationships Structure in the Context of Social Commerce

Esmaeili

Golpayegani

2020

J. theor. appl. electron. commer. res.

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“…However, recent work has shown that overall alignment results can be computed under decomposed conformance checking by using the so-called recomposition approach. A framework that computes overall alignment results in a decomposed manner was presented in [10,11].…”

Section: Improving Merging Conditions For Recomposing Conformance Chementioning

confidence: 99%

Improving Merging Conditions for Recomposing Conformance Checking

Lee

Muñoz-Gama

Verbeek

et al. 2019

Business Process Management Workshops

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DOI to the publisher's website. • The final author version and the galley proof are versions of the publication after peer review. • The final published version features the final layout of the paper including the volume, issue and page numbers. Link to publication General rights Copyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright owners and it is a condition of accessing publications that users recognise and abide by the legal requirements associated with these rights. • Users may download and print one copy of any publication from the public portal for the purpose of private study or research. • You may not further distribute the material or use it for any profit-making activity or commercial gain • You may freely distribute the URL identifying the publication in the public portal. If the publication is distributed under the terms of Article 25fa of the Dutch Copyright Act, indicated by the "Taverne" license above, please follow below link for the End User Agreement:

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Estimating Process Conformance by Trace Sampling and Result Approximation

Bauer

Weidlich

2019

Lecture Notes in Computer Science

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Recomposing conformance: Closing the circle on decomposed alignment-based conformance checking in process mining

Cited by 44 publications

References 14 publications

Conformance Checking of the Activity Network with the Social Relationships Structure in the Context of Social Commerce

Conformance Checking of the Activity Network with the Social Relationships Structure in the Context of Social Commerce

Improving Merging Conditions for Recomposing Conformance Checking

Estimating Process Conformance by Trace Sampling and Result Approximation

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