Event abstraction in process mining: literature review and taxonomy
The execution of processes in companies generates traces of event data, stored in the
underlying information system (s), capturing the actual execution of the process. Analyzing …
underlying information system (s), capturing the actual execution of the process. Analyzing …
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 …
[PDF][PDF] Declarative Process Specifications: Reasoning, Discovery, Monitoring.
C Di Ciccio, M Montali - Process mining handbook, 2022 - library.oapen.org
The declarative specification of business processes is based upon the elicitation of
behavioural rules that constrain the legal executions of the process. The carry-out of the …
behavioural rules that constrain the legal executions of the process. The carry-out of the …
Extracting event logs for process mining from data stored on the blockchain
The integration of business process management with blockchains across organisational
borders provides a means to establish transparency of execution and auditing capabilities …
borders provides a means to establish transparency of execution and auditing capabilities …
From event streams to process models and back: Challenges and opportunities
The domains of complex event processing (CEP) and business process management (BPM)
have different origins but for many aspects draw on similar concepts. While specific …
have different origins but for many aspects draw on similar concepts. While specific …
[HTML][HTML] Event-case correlation for process mining using probabilistic optimization
Process mining supports the analysis of the actual behavior and performance of business
processes using event logs. An essential requirement is that every event in the log must be …
processes using event logs. An essential requirement is that every event in the log must be …
Generating impactful situated explanations through digital trace data
Progressively, information systems (IS) researchers draw on digital trace data to capture the
emergent dynamics of today's digitalized world. Digital trace data enable researchers to …
emergent dynamics of today's digitalized world. Digital trace data enable researchers to …
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation
Generally, companies and organizations can greatly improve their business processes by
suitably monitoring and analyzing the log data that they gather for these processes in the …
suitably monitoring and analyzing the log data that they gather for these processes in the …
A probabilistic approach to event-case correlation for process mining
Process mining aims to understand the actual behavior and performance of business
processes from event logs recorded by IT systems. A key requirement is that every event in …
processes from event logs recorded by IT systems. A key requirement is that every event in …
Event log construction from customer service conversations using natural language inference
A fundamental requirement for the successful application of process mining are event logs of
high data quality that can be constructed from structured data stored in organizations' core …
high data quality that can be constructed from structured data stored in organizations' core …