This book presents techniques for process discovery, conformance
checking and enhancement. For process discovery, it introduces the
Inductive Miner framework: a recursive skeleton for discovery
techniques that in itself provides several guarantees. The framework
is instantiated in several concrete discovery techniques, each of
which targets a specific challenge of process discovery, such as
incompleteness of information or noisy behavior. For conformance
checking, it introduces the Projected Conformance Checking framework,
which focuses on speed, but nevertheless provides several guarantees,
such as that for certain classes of models, it can decide language
equivalence. For enhancement, it introduces the Inductive visual
Miner, a well-polished end-user focused tool that includes process
discovery, conformance checking and that can visualize performance on
a discovered model, all without any user input.
Les mer
Produktdetaljer
ISBN
9783030966553
Publisert
2022
Utgiver
Vendor
Springer
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter