Extraction, correlation, and abstraction of event data for process mining
Process mining provides a rich set of techniques to discover valuable knowledge of
business processes based on data that was recorded in different types of information …
business processes based on data that was recorded in different types of information …
DALEC: a framework for the systematic evaluation of data-centric approaches to process management software
The increasing importance of data in business processes has led to the emergence of data-
centric business process management, which deviates from the widely used activity-centric …
centric business process management, which deviates from the widely used activity-centric …
[BOEK][B] Fundamentals of business process management
Business processes represent one of the core assets of organisations for many reasons.
They have direct impact on the attractiveness of products and services, influence customer …
They have direct impact on the attractiveness of products and services, influence customer …
[PDF][PDF] Business artifacts: A data-centric approach to modeling business operations and processes.
D Cohn, R Hull - IEEE Data Eng. Bull., 2009 - Citeseer
Traditional approaches to business process modeling and workflow are based on activity
flows (with data often an afterthought) or documents (with processing often an afterthought) …
flows (with data often an afterthought) or documents (with processing often an afterthought) …
Petri net-based object-centric processes with read-only data
During the last decade, various approaches have been put forward to integrate business
processes with different types of data. Each of these approaches reflects specific demands …
processes with different types of data. Each of these approaches reflects specific demands …
[HTML][HTML] Digital twin composition in smart manufacturing via Markov decision processes
Abstract Digital Twins (DTs) are considered key components in smart manufacturing. They
bridge the virtual and real world with the goal to model, understand, predict, and optimize …
bridge the virtual and real world with the goal to model, understand, predict, and optimize …
Introducing the guard-stage-milestone approach for specifying business entity lifecycles
A promising approach to managing business operations is based on business entities with
lifecycles (BEL's)(aka business artifacts), ie, key conceptual entities that are central to …
lifecycles (BEL's)(aka business artifacts), ie, key conceptual entities that are central to …
Data integration flows for business intelligence
U Dayal, M Castellanos, A Simitsis… - Proceedings of the 12th …, 2009 - dl.acm.org
Business Intelligence (BI) refers to technologies, tools, and practices for collecting,
integrating, analyzing, and presenting large volumes of information to enable better decision …
integrating, analyzing, and presenting large volumes of information to enable better decision …
Automatic verification of data-centric business processes
We formalize and study business process systems that are centered around" business
artifacts", or simply" artifacts". Artifacts are used to represent (real or conceptual) key …
artifacts", or simply" artifacts". Artifacts are used to represent (real or conceptual) key …
Verification of relational data-centric dynamic systems with external services
Data-centric dynamic systems are systems where both the process controlling the dynamics
and the manipulation of data are equally central. We study verification of (first-order) mu …
and the manipulation of data are equally central. We study verification of (first-order) mu …
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