La Rosa / Sadiq / Teniente Advanced Information Systems Engineering

33rd International Conference, CAiSE 2021, Melbourne, VIC, Australia, June 28 – July 2, 2021, Proceedings
1. Auflage 2021
ISBN: 978-3-030-79382-1
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 568 Seiten, eBook

Reihe: Information Systems and Applications, incl. Internet/Web, and HCI

This book constitutes the proceedings of the 33rd International Conference on Advanced Information Systems Engineering, CAiSE 2021, which was held online during June 28-July 2, 2021. The conference was planned to take place in Melbourne, Australia, and changed to an online format due to the COVID-19 pandemic. The papers included in these proceedings focus on intelligent information systems and deal with novel approaches to IS engineering; models, methods and techniques in IS engineering; architectures and platforms for IS engineering; and domain specific and multi-aspect in IS engineering.

Zielgruppe

Research

Autoren/Hrsg.

La Rosa, Marcello

Sadiq, Shazia

Teniente, Ernest

Inhaltsverzeichnis

Privacy and Security.-
Towards an Ecosystem of Domain Specific Languages for Threat Modeling.- Privacy-aware Process Performance Indicators: Framework and Release Mechanisms.- P-SGD: A Stochastic Gradient Descent Solution for Privacy-preserving During Protection Transitions.-
Natural Language Processing and Text.-
Extracting Semantic Process Information from the Natural Language in Event Logs.- Data-driven Annotation of Textual Process Descriptions based on Formal Meaning Representations.- A NLP-based architecture for the autocompletion of partial domain models.-
Process Discovery.-
Learning of Process Representations Using Recurrent Neural Networks.- Extracting Process Features From Event Logs To Learn Coarse-Grained.- Simulation Models.- All That Glitters Is Not Gold: Towards Process Discovery Techniques with Guarantees.-
Patterns.-
Reusable Abstractions and Patterns for Recognising compositional conversational flows.- Design Patterns for Board-based Collaborative Work Management Tools.- ADaMaP: Automatic Alignment of Data Sources using Mapping Patterns.-
Data and Task Management.-
A Metadata Model to Connect Isolated Data Silos and Activities of the CAE Domain.- Challenges and Perils of Testing Database Manipulation Code.- Semi-Contingent Task Durations: Characterization and Controllability.-
Constraint Modelling.-
Referential Integrity under Uncertain Data.- Uniqueness Constraints on Property Graphs.- Refining Case Models Using Cardinality Constraints.-
Process Understanding.-
Digging for Gold in RPA Projects - A Quantifiable Method to Identify and Prioritize Suitable RPA Process Candidates.- A Rule-based Recommendation Approach for Business Process Modeling.- Sketch2BPMN: Automatic Recognition of Hand-drawn BPMN Models.-
Theory Development and Use.-
Requirements Elicitation via Fit-Gap Analysis: A View through the Grounded Theory Lens.- Lambda+, the renewal of the Lambda Architecture: Category Theory to the rescue.- Category Theory Framework for Variability Models with Non-Functional Requirements.-
Platforms and Architectures.-
Comparing Digital Platform Types in the Platform Economy.- Remodularization of Enterprise Systems for IoT.- Data and Cloud Polymorphic Application Modelling in Multi-clouds and Fog Environments.-
Models, Methods and Tools.-
A Multi-label Propagation Community Detection Algorithm for Dynamic Complex Networks.- Comparing UML-based and DSL-based Modeling from Subjective and Objective Perspectives.- On the Development of Enterprise-Grade Tool Support for the DEMO Method.-
Novel Applications.-
Cut to the Trace! Process-Aware Partitioning of Long-Running Cases in Customer Journey Logs.- A Multi Case Study on Legacy System Migration in the Banking Industry.- A Reference Architecture for IoT-enabled dynamic planning in Smart Logistics.