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  • 1
    Online Resource
    Online Resource
    Cham : Springer International Publishing AG
    Keywords: Electronic books
    Description / Table of Contents: Intro -- Foreword -- Introduction -- Glossary -- Contents -- Part I Technological Foundation: Big Data Technologies for BioIndustries -- 1 Big Data Technologies in DataBio -- 1.1 Basic Concepts of Big Data -- 1.2 Pipelines and the BDV Reference Model -- 1.3 Open, Closed and FAIR Data -- 1.4 The DataBio Platform -- 1.5 Introduction to the Technology Chapters -- Literature -- 2 Standards and EO Data Platforms -- 2.1 Introduction -- 2.2 Standardization Organizations and Initiatives -- 2.2.1 The Role of Location in Bioeconomy -- 2.2.2 The Role of Semantics in Bioeconomy -- 2.3 Architecture Building Blocks for Cloud Based Services -- 2.4 Principles of an Earth Observation Cloud Architecture for Bioeconomy -- 2.4.1 Paradigm Shift: From SOA to Web API -- 2.4.2 Data and Processing Platform -- 2.4.3 Exploitation Platform -- 2.5 Standards for an Earth Observation Cloud Architecture -- 2.5.1 Applications and Application Packages -- 2.5.2 Application Deployment and Execution Service (ADES) -- 2.5.3 Execution Management Service (EMS) -- 2.5.4 AP, ADES, and EMS Interaction -- 2.6 Standards for Billing and Quoting -- 2.7 Standards for Security -- 2.8 Standards for Discovery, Cataloging, and Metadata -- 2.9 Summary -- References -- Part II Data Types -- 3 Sensor Data -- 3.1 Introduction -- 3.2 Internet of Things in Bioeconomy Sectors -- 3.3 Examples from DataBio -- 3.3.1 Gaiatrons -- 3.3.2 AgroNode -- 3.3.3 SensLog and Data Connectors -- 3.3.4 Mobile/Machinery Sensors -- References -- 4 Remote Sensing -- 4.1 Introduction -- 4.2 Earth Observation Relation to Big Data -- 4.3 Data Formats, Storage and Access -- 4.3.1 Formats and Standards -- 4.3.2 Data Sources -- 4.4 Selected Technologies -- 4.4.1 Metadata Catalogue -- 4.4.2 Object Storage and Data Access -- 4.5 Usage of Earth Observation Data in DataBio's Pilots -- References -- 5 Crowdsourced Data.
    Type of Medium: Online Resource
    Pages: 1 online resource (416 pages)
    ISBN: 9783030710699
    Language: English
    Note: Description based on publisher supplied metadata and other sources
    Location Call Number Limitation Availability
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  • 2
    Online Resource
    Online Resource
    Basel/Berlin/Boston : Walter de Gruyter GmbH
    Description / Table of Contents: Intro -- Contents -- Editorial: The Science-Media Interface - On the relation between internal and external science communication -- 1. A scientometric-inspired framework to analyze EurekAlert! press releases -- 2. Curating, transforming, constructing science news: The newsmaking routines of Science Media Center Germany -- 3. Preprints in the German news media before and during the COVID-19 pandemic. A comparative mixed-method analysis -- 4. What drives researchers to look up research publications they found in the news? -- 5. Path model of the interplay between the promotion and the received attention of research articles -- 6. Repercussions of media coverage on science? A critical assessment of a popular thesis -- Name Index -- Subject Index.
    Type of Medium: Online Resource
    Pages: 1 online resource (192 pages)
    Edition: 1st ed.
    ISBN: 9783110776546
    Series Statement: Knowledge and Information Series
    DDC: 501.4
    Language: English
    Note: Description based on publisher supplied metadata and other sources
    Location Call Number Limitation Availability
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  • 3
    Description / Table of Contents: Intro -- Inhaltsverzeichnis -- Introduction -- Zusammenfassung. -- Resilient and Sustainable AI. Positioning paper on the relation of AI, resilience and sustainability -- Abstract. -- 1 Introduction -- 2 What is AI? -- 3 What is Resilience? -- 4 What is Sustainability? -- 5 Sustainability and Resilience -- 6 AI and Resilience -- 7 Sustainability and AI -- 8 Conclusion: On the relation of AI, resilience and sustainability -- References -- Digital transformation of organizations or processes through AI -- Developing a Human-centred AI-based System to Assist Sorting Laundry -- 1 Introduction -- 1.1 Problem -- 1.2 Objective and Solution Approach -- 2 Related Work -- 2.1 Developing a Human-centred AI in an Industrial Setting -- 2.2 Laundry Classification -- 3 Methods -- 3.1 Experimental Setup (AreaScan) -- 3.2 AI in Image Processing -- 3.3 Active Learning -- 3.4 Explainable AI -- 4 Results -- 4.1 Segmentation -- 4.2 Classification -- 4.3 Explainable AI -- 4.4 Output of the System -- 5 Discussion -- 6 Conclusion -- References -- AI-Powered Knowledge and Expertise Mining in Healthcare from a Field Experiment -- Abstract. -- 1 Introduction -- 2 Theoretical Background and Current State of the Art -- 3 Methodology -- 4 Enhanced ADR and Field Experiment -- 5 Exploration of Expert Knowledge Using CRISP-DM -- 5.1 Understanding of the Use Case -- 5.2 Data Understanding -- 5.3 Data Preparation -- 5.4 Modelling -- 5.5 Evaluation -- 6 Conclusion and Outlook -- References -- Iterative Development of a Process-Oriented Approach for the Selection of Platform-Based Digital Services -- Abstract. -- 1 Introduction -- 2 Theoretical Background -- 2.1 Digital Platform Ecosystems -- 2.2 Methods of Process-Centred Software Development -- 2.3 Documentation of Process Knowledge -- 3 Methodology -- 4 Approach for the Selection of Relevant Services.
    Type of Medium: Online Resource
    Pages: 1 online resource (158 pages)
    Edition: 1st ed.
    ISBN: 9783658437053
    Series Statement: Informatik Aktuell Series
    Language: German
    Note: Description based on publisher supplied metadata and other sources
    Location Call Number Limitation Availability
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