Discovering data models from event logs

D Bano, M Weske - … Modeling: 39th International Conference, ER 2020 …, 2020 - Springer
Business process mining is becoming an increasingly important field for understanding the
behavioral perspective of any given organization. In a process mining project, process …

Conceptual modeling of processes and data: Connecting different perspectives

C Combi, B Oliboni, M Weske, F Zerbato - … , ER 2018, Xi'an, China, October …, 2018 - Springer
Business processes constantly generate, manipulate, and consume data that are managed
by organizational databases. Despite being central to process modeling and execution, the …

Workflow nets with tables and their soundness

X Tao, G Liu, B Yang, C Yan… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Workflow nets and their extensions with data flows, eg, workflow nets with data and colored
workflow nets, can well model the business processes of workflow systems, and their …

New retail business analysis and modeling: a Taobao case study

Y Yin, R Zhang, H Gao, M Xi - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In recent years, many new business modes and strategies are constantly emerging in e-
commerce. The new retail has been one of the most successful modes. Different from the …

Enhancing discovered process models with data object lifecycles

D Bano, F Zerbato, B Weber… - 2021 IEEE 25th …, 2021 - ieeexplore.ieee.org
Process discovery is an important area in the field of process mining, where most discovery
algorithms focus on process control-flow, giving little attention to the data-flow perspective …

Model Checking ofWorkflow Nets with Tables and Constraints

J Song, G Liu - arXiv preprint arXiv:2307.03685, 2023 - arxiv.org
Many operations in workflow systems are dependent on database tables. The classical
workflow net and its extensions (eg, worflow net with data) cannot model these operations …

Embedding reactive behavior into artifact-centric business process models

X Oriol, G De Giacomo, M Estañol… - Future Generation …, 2021 - Elsevier
In artifact-centric business process models it is usually assumed that the specification of the
activities requires stating all the effects of the activity execution over the information base (ie …

Cross-case data objects in business processes: Semantics and analysis

S Haarmann, M Weske - … Process Management Forum: BPM Forum 2020 …, 2020 - Springer
Abstract Business Process Management (BPM) provides methods and techniques to design,
analyze, and enact business processes. An assumption in BPM has been that data objects …

Business process models and entity life cycles

G Bruno - International Journal of Information Systems and …, 2019 - aisel.aisnet.org
Tasks and business entities are the major constituents of business processes but they are
not always considered equally important. The activity-centric approach and the artifact …

Detecting data inconsistency based on workflow nets with tables

X Tao, X Fang - IEEE Access, 2021 - ieeexplore.ieee.org
For a data element concurrently accessed by multiple threads or stored at different locations,
improper data operations will cause its values to be inconsistent. This could damage the …