Advanced information systems engineering : 33rd International Conference, CAiSE 2021, Melbourne, VIC, Australia, June 28-July 2, 2021 : proceedings
著者
書誌事項
Advanced information systems engineering : 33rd International Conference, CAiSE 2021, Melbourne, VIC, Australia, June 28-July 2, 2021 : proceedings
（Lecture notes in computer science, 12751）
Springer, c2021
- : [pbk.]
大学図書館所蔵 全1件
注記
"The 33rd International Conference on Advanced Information Systems Engineering (CAiSE'21) was organized to be held in Melbourne, Australia, during June 28-July 2, 2021. Due to the COVID-19 global pandemic, the conference was moved online and held virtually over the same time period."--Pref
"LNCS sublibrary: SL3 - Information systems and applications, incl. Internet/Web, and HCI"--T.p. verso
Includes bibliographical references and index
内容説明・目次
内容説明
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.
目次
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.
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