Intelligent Information Systems: CAiSE Forum 2022, Leuven, Belgium, June 6–10, 2022, Proceedings (Lecture Notes in Business Information Processing, 452)

This book constitutes the thoroughly refereed proceedings of the CAiSE Forum 2022 which was held in Leuven, Belgium, in June 2022, as part of the 34th International Conference on Advanced Information Systems Engineering, CAiSE 2022. The CAiSE Forum is a place within the CAiSE conference for presenting and discussing new ideas and tools related to information systems engineering. Intended to serve as an interactive platform, the Forum aims at the presentation of emerging new topics and controversial positions, as well as demonstration of innovative systems, tools and applications. The 15 full papers presented in this volume were carefully reviewed and selected from 24 submissions. Preface Organization Contents An Architecture for Food Product Recommendation Focusing on Nutrients and Price 1 Introduction 2 Nutri'n Price Architecture 2.1 Semantic Module 2.2 Recommendation Steps 3 Usage Scenario 4 Conclusions References Advancing Data Architectures with Data Mesh Implementations 1 Introduction 2 Related Work 3 Technological Architecture for Data Mesh Implementations 4 Demonstration Case 5 Conclusion References Data Shopping — How an Enterprise Data Marketplace Supports Data Democratization in Companies 1 Introduction 2 Data Democratization - Current State and Challenges 2.1 The Data Consumer Journey 2.2 Data Democratization Challenges for Data Consumers 3 Assessing the Suitability of Enterprise Data Marketplaces for Data Democratization Based on a Marketplace Prototype 3.1 The Consumer Journey with an Enterprise Data Marketplace 3.2 Addressing of the Data Democratization Challenges 4 Related Work on Data Marketplaces 5 Conclusion References An Ontological Characterization of a Conceptual Model of the Human Genome 1 Introduction 2 Conceptual Schema of the Genome (CSHG) 3 OntoUML 4 Ontological Analysis and Redesign 5 Results 6 Conclusion References Synthesizing Configuration Tactics for Exercising Hidden Options in Serverless Systems 1 Introduction 2 Configuration Fundamentals 2.1 Tasks 2.2 Quality Dimensions 3 Literature Review 3.1 Results 3.2 Discussion 4 Tactics 5 Conclusion References The ArchIBALD Data Integration Platform: Bridging Fragmented Processes in the Building Industry 1 Introduction 2 Data Integration and Analysis with ArchIBALD 3 Data Cleaning 4 Data Integration 5 Real Life Use Case 6 Summary and Outlook References A Meta Survey of Quality Evaluation Criteria in Explanation Methods 1 Introduction 2 Post Hoc Explanations 3 Results and Discussion 3.1 The User Aspect 3.2 The Explanation Aspect 3.3 The Model Aspect 3.4 Discussion 4 Conclusion References Designing a Self-service Analytics System for Transportation Supplier Selection 1 Introduction 2 Supplier Selection Problem 3 Self-service Analytics System for Supplier Selection 3.1 Practices and Requirements of Transportation Supplier Selection 3.2 Linear Programming Model of the SSA System 3.3 Implementation of the SSA System 4 Evaluation 5 Conclusion References OntoTrace: A Tool for Supporting Trace Generation in Software Development by Using Ontology-Based Automatic Reasoning 1 Introduction 2 Related Work 3 Running Example: LogicFlow AG Case 4 OntoTrace: Enabling Ontology-Based Automatic Reasoning for Supporting Trace Generation in Software Development 5 Conclusions and Further Work References Trusting the Big Brother Inside My Pocket: User-Oriented Requirements for Contact Tracing 1 Introduction 2 Preliminaries and Related Work 3 Research Method 3.1 Introduction to Factorial Survey Experiment 3.2 Design of the Study 4 Results and Analysis 4.1 Multilevel Model 4.2 Analysis 5 Threats to Validity and Future Work 6 Conclusion References Web of Tactile Things: Towards an Open and Standardized Platform for Tactile Things via the W3C Web of Things 1 Introduction 2 Related Work 3 WoT Thing Description for Tactile Devices 4 Proof of Concept Implementation 4.1 Soft Vision-Based Tactile Sensing Device 4.2 Software: WoTT Thing Producer (Server) 4.3 Software: WoTT Thing Consumer (Client) 5 Evaluation 5.1 Tactile Thing Description Validity and Bench-Marking 5.2 End-to-End Latency of Reproducing the Digital Twin 6 Concluding Remarks References Mining Fork-Including Software Development Traces 1 Introduction 2 Categorizing Software Development Events 3 Characterizing Fork-Including Software Development Traces 3.1 The Dataset 3.2 Execution and Analysis Procedures 3.3 Results 4 Discussion and Threats to Validity 5 Summary and Future Research References Temporal Performance Analysis for Block-Structured Process Models in Cortado 1 Introduction 2 Preliminaries 3 Model-Based Performance Analysis 3.1 Defining Performance Indicators 3.2 Realization in Cortado 3.3 Calculating PIs and Dealing with Non-fitting Traces 4 Related Work and Tools 5 Conclusion References Generating Purpose-Driven Explanations: The Case of Process Predictive Model Inspection 1 Introduction 2 Background and Related Work 2.1 Model Explanations 2.2 Explainable Predictive Process Analytics 3 Framework 3.1 Model Development 3.2 Explanation Extraction 3.3 Explanation Consolidation and Presentation 3.4 Model Inspection 4 Case Study 4.1 Process Predictive Model and Model Explanations 4.2 Visual Explanations for Model Inspection 4.3 Model Inspection with Visual Explanations 5 Conclusion and Future Work References Generating Synthetic Sensor Event Logs for Process Mining 1 Introduction 2 Related Work 3 Architecture 4 Implementation 5 Exemplary Application of the IoT Process Log Generator 6 Summary and Future Work References Author Index