Conformance checking
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 …
some abstract representation, driven by the purpose of the model. As such, models …
Quantifying chatbots' ability to learn business processes
Chatbots enable organizations in the business-to-customer domain to respond to repetitive
requests efficiently. Extant approaches in Natural Language Processing (NLP) already …
requests efficiently. Extant approaches in Natural Language Processing (NLP) already …
[HTML][HTML] Automated discovery of business process simulation models from event logs
Business process simulation is a versatile technique to estimate the performance of a
process under multiple scenarios. This, in turn, allows analysts to compare alternative …
process under multiple scenarios. This, in turn, allows analysts to compare alternative …
Conformance checking: foundations, milestones and challenges
By relating observed and modelled behaviour, conformance checking unleashes the full
power of process mining. Techniques from this discipline enable the analysis of the quality …
power of process mining. Techniques from this discipline enable the analysis of the quality …
Stochastic process mining: Earth movers' stochastic conformance
Initially, process mining focused on discovering process models from event data, but in
recent years the use and importance of conformance checking has increased. Conformance …
recent years the use and importance of conformance checking has increased. Conformance …
[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 …
A novel token-based replay technique to speed up conformance checking and process enhancement
Token-based replay used to be the standard way to conduct conformance checking. With the
uptake of more advanced techniques (eg, alignment based), token-based replay got …
uptake of more advanced techniques (eg, alignment based), token-based replay got …
[PDF][PDF] Reviving Token-based Replay: Increasing Speed While Improving Diagnostics.
Token-based replay used to be the standard way to conduct conformance checking. With the
uptake of more advanced techniques (eg, alignment based), token-based replay got …
uptake of more advanced techniques (eg, alignment based), token-based replay got …
Conformance checking of mixed-paradigm process models
Mixed-paradigm process models integrate strengths of procedural and declarative
representations like Petri nets and Declare. They are specifically interesting for process …
representations like Petri nets and Declare. They are specifically interesting for process …
Sktr: Trace recovery from stochastically known logs
Developments in machine learning together with the increasing usage of sensor data
challenge the reliance on deterministic logs, requiring new process mining solutions for …
challenge the reliance on deterministic logs, requiring new process mining solutions for …