Data-Driven Process Discovery and Analysis

8th IFIP WG 2.6 International Symposium, SIMPDA 2018, Seville, Spain, December 13–14, 2018, and 9th International Symposium, SIMPDA 2019, Bled, Slovenia, September 8, 2019, Revised Selected Papers

Paolo Ceravolo, Maurice van Keulen, María Teresa Gómez-López (Herausgeber)

Buch | Softcover

IX, 125 Seiten

2020 | 1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-46632-9 (ISBN)

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This book constitutes revised selected papers from the 8^th and 9^th IFIP WG 2.6 International Symposium on Data-Driven Process Discovery and Analysis, SIMPDA 2018, held in Seville, Spain, on December 13-14, 2018, and SIMPDA 2019, held in Bled, Slovenia, on September 8, 2019.

From 16 submissions received for SIMPDA 2018 and 9 submissions received for SIMPDA 2019, 3 papers each were carefully reviewed and selected for presentation in this volume. They cover theoretical issues related to process representation, discovery, and analysis or provide practical and operational examples of their application.

Designing Process-Centric Blockchain-based Architectures: A Case Study in e-voting as a Service.- Extracting Multiple Viewpoint Models from Relational Databases.- Standardizing Process-Data Exploitation by means of a Process-Instance Metamodel.- Exploiting Event Log Event Attributes in RNN Based Prediction.- General Model for Tracking Manufacturing Products Using Graph Databases.- Supporting Confidentiality in Process Mining Using Abstraction and Encryption.

Erscheinungsdatum	27.04.2020
Reihe/Serie	Lecture Notes in Business Information Processing
Zusatzinfo	IX, 125 p. 53 illus., 43 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	219 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Schlagworte	BPM • business process management • Data Mining • Process analysis • Process Mining
ISBN-10	3-030-46632-9 / 3030466329
ISBN-13	978-3-030-46632-9 / 9783030466329
Zustand	Neuware