Data-Driven Process Discovery and Analysis : 4th International Symposium, SIMPDA 2014, Milan, Italy, November 19-21, 2014, Revised Selected Papers (Lecture Notes in Business Information Processing)

Ceravolo, Paolo (EDT)/ Russo, Barbara (EDT)/ Accorsi, Rafael (EDT)

Springer International Publishing AG（2015/12発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 123 p.
• 商品コード 9783319272429

Full Description

This book constitutes the thoroughly
refereed proceedings of the Fourth International
Symposium on Data-Driven Process Discovery and Analysis held in Riva del Milan,
Italy, in November 2014.

The five revised full papers were carefully selected from
21 submissions. Following the event, authors were
given the opportunity to improve their papers with the insights they gained
from the symposium. During this edition, the presentations and discussions
frequently focused on the implementation of process mining algorithms in
contexts where the analytical process is fed by data streams. The selected
papers underline the most relevant challenges identified and propose novel
solutions and approaches for their solution.

Contents

Discovery of Frequent Episodes in
Event Logs.- Finding Suitable
Activity Clusters for Decomposed Process Discovery.- History-based Construction of Alignments for Conformance
Checking: Formalization and Implementation?.- Dynamic Constructs Competition Miner - Occurrence vs.
Time-based Ageing.- Trustworthy Cloud Certification: A Model-Based
Approach.