Replaying history on process models for conformance checking and performance analysis

W Van der Aalst, A Adriansyah… - … Reviews: Data Mining …, 2012 - Wiley Online Library
Process mining techniques use event data to discover process models, to check the
conformance of predefined process models, and to extend such models with information …

Conformance checking

J Carmona, B van Dongen, A Solti… - … : Springer.[Google Scholar], 2018 - Springer
A model is an artefact to represent a specific concept. It maps properties of the concept into
some abstract representation, driven by the purpose of the model. As such, models …

A systematic literature review of process modeling guidelines and their empirical support

DT Avila, RI dos Santos, J Mendling… - Business Process …, 2020 - emerald.com
Purpose Process modeling guidelines are a valuable instrument for increasing the quality of
process models. Since finding and selecting suitable guidelines are challenging, this paper …

Seven process modeling guidelines (7PMG)

J Mendling, HA Reijers, WMP van der Aalst - Information and software …, 2010 - Elsevier
Business process modeling is heavily applied in practice, but important quality issues have
not been addressed thoroughly by research. A notorious problem is the low level of …

Soundness of workflow nets: classification, decidability, and analysis

WMP Van Der Aalst, KM Van Hee… - Formal aspects of …, 2011 - Springer
Workflow nets, a particular class of Petri nets, have become one of the standard ways to
model and analyze workflows. Typically, they are used as an abstraction of the workflow that …

[BOOK][B] Metrics for process models: empirical foundations of verification, error prediction, and guidelines for correctness

J Mendling - 2008 - books.google.com
Business process modeling plays an important role in the management of business
processes. As valuable design artifacts, business process models are subject to quality …

Quality dimensions in process discovery: The importance of fitness, precision, generalization and simplicity

JCAM Buijs, BF van Dongen… - International Journal of …, 2014 - World Scientific
Process discovery algorithms typically aim at discovering process models from event logs
that best describe the recorded behavior. Often, the quality of a process discovery algorithm …

Context aware trace clustering: Towards improving process mining results

RPJC Bose, WMP Van der Aalst - proceedings of the 2009 SIAM International …, 2009 - SIAM
Process Mining refers to the extraction of process models from event logs. Real-life
processes tend to be less structured and more flexible. Traditional process mining …

Activity labeling in process modeling: Empirical insights and recommendations

J Mendling, HA Reijers, J Recker - Information Systems, 2010 - Elsevier
Few studies have investigated the factors contributing to the successful practice of process
modeling. In particular, studies that contribute to the act of develo** process models that …

A guidelines framework for understandable BPMN models

F Corradini, A Ferrari, F Fornari, S Gnesi… - Data & Knowledge …, 2018 - Elsevier
Business process modeling allows abstracting and reasoning on how work is structured
within complex organizations. Business process models represent blueprints that can serve …