1.

Record Nr.

UNINA9910410045603321

Titolo

Data-Driven Process Discovery and Analysis [[electronic resource] ] : 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 / / edited by Paolo Ceravolo, Maurice van Keulen, María Teresa Gómez-López

Pubbl/distr/stampa

Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020

ISBN

3-030-46633-7

Edizione

[1st ed. 2020.]

Descrizione fisica

1 online resource (134 pages) : illustrations

Collana

Lecture Notes in Business Information Processing, , 1865-1348 ; ; 379

Disciplina

006.312

Soggetti

Data mining

Information technology

Business—Data processing

Application software

Data Mining and Knowledge Discovery

IT in Business

Information Systems Applications (incl. Internet)

Computer Applications

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di contenuto

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.

Sommario/riassunto

This book constitutes revised selected papers from the 8th and 9th 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.