Journal ArticleDOI
A formal representation for context-aware business processes
TLDR
This work proposes an approach to characterize the context of a business process activity in a given domain through conceptual models structured in layers.About:
This article is published in Computers in Industry.The article was published on 2014-10-01. It has received 51 citations till now. The article focuses on the topics: Business process modeling & Artifact-centric business process model.read more
Citations
More filters
Journal ArticleDOI
Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges
Jovani Dalzochio,Rafael Kunst,Edison Pignaton,Alécio Pedro Delazari Binotto,Srijnan Sanyal,Jose R. Favilla,Jorge Luis Victória Barbosa +6 more
TL;DR: It is pointed out that predictive maintenance is a hot topic in the context of Industry 4.0 but with several challenges to be better investigated in the area of machine learning and the application of reasoning.
Journal ArticleDOI
uBPMN: A BPMN extension for modeling ubiquitous business processes
TL;DR: The proposed uBPMN not only allows for modeling ubiquitous business processes but also lays the groundwork for potentially deploying a variety of ubiquitous computing technologies.
Journal ArticleDOI
An end-user approach to business process modeling
TL;DR: The main contributions from this research include the knowledge representation structure and a collaborative tool supporting visual composition of business process models.
Journal ArticleDOI
Explainable predictive business process monitoring using gated graph neural networks
TL;DR: This work is the first to use gated graph neural networks (GGNNs) to make decisions more explainable, and it’s also GGNN's first application to PBPM.
Book ChapterDOI
A Generic Framework for Context-Aware Process Performance Analysis
TL;DR: A generic context-aware analysis framework is presented that analyzes performance characteristics from multiple perspectives and can be used for finding high-impact points for optimization, prediction, and monitoring.
References
More filters
Book
Case Study Research: Design and Methods
TL;DR: In this article, buku ini mencakup lebih dari 50 studi kasus, memberikan perhatian untuk analisis kuantitatif, membahas lebah lengkap penggunaan desain metode campuran penelitian, and termasuk wawasan metodologi baru.
Proceedings Article
Fast Algorithms for Mining Association Rules in Large Databases
Journal ArticleDOI
Ontologies: principles, methods and applications
TL;DR: This paper outlines a methodology for developing and evaluating ontologies, first discussing informal techniques, concerning such issues as scoping, handling ambiguity, reaching agreement and producing definitions, and considers, a more formal approach.
Book
Business Process Management: Concepts, Languages, Architectures
TL;DR: Matthias Weske argues that all communities involved need to have a common understanding of the different aspects of business process management, and details the complete business process lifecycle from the modeling phase to process enactment and improvement, taking into account all different stakeholders involved.
Book
Structured Analysis and System Specification
TL;DR: DeMarco's "Structured Analysis and System Specification" as mentioned in this paper is the final paper chosen for inclusion in this book of classic articles on the structured revolution, and it is a good summary of the current state of the art in structured analysis.