株式会社極東書店トップ商品一覧Robust Process Mining with Guarantees: Process Discovery, Conformance Checking and Enhancement. 1st ed. 2022

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Robust Process Mining with Guarantees: Process Discovery, Conformance Checking and Enhancement. 1st ed. 2022

Robust Process Mining with Guarantees: Process Discovery, Conformance Checking and Enhancement. 1st ed. 2022

・ISBN 978-3-030-96654-6 paper EUR 73.99

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お気に入り
著者・編者Leemans, Sander J. J.,
シリーズ (Lecture Notes in Business Information Processing)
出版社 (Springer Nature Switzerland AG, SZ)
出版年月2022
ページ数467 pp.
言語ENG
ニュース番号<A02-56718>

解説

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.