Format:
1 Online-Ressource (148 Seiten)
Edition:
1st ed
ISBN:
9783031074813
Series Statement:
Lecture Notes in Business Information Processing Series v.452
Note:
Description based on publisher supplied metadata and other sources
,
Intro -- 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
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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
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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
Additional Edition:
Erscheint auch als Druck-Ausgabe De Weerdt, Jochen Intelligent Information Systems Cham : Springer International Publishing AG,c2022 ISBN 9783031074806
Language:
English
Subjects:
Computer Science
,
Economics
Keywords:
Betriebliches Informationssystem
;
Information Engineering
;
Software Engineering
;
Konferenzschrift
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