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Umfang: 1 online resource (310 pages)

Ausgabe: 1st ed.

ISBN: 9789819936687

Serie: Springer Tracts in Electrical and Electronics Engineering Series

Anmerkung: Intro -- Preface -- Contents -- Editors and Contributors -- 1 Evolution of Next-Generation Communication Technology -- Introduction -- Existing Cellular Network and Its Challenges -- First Generation -- Second Generation -- Third Generation -- Fourth Generation -- Fifth Generation -- Conventional Cellular Systems-Limitations -- Vision and Mission-5G -- Architecture-5G -- C-Ran -- SBA-Based Core Network -- Next-Generation Network-Applications -- Example of Next-Generation Network Applications -- Conclusion and Future Scope -- References -- 2 Third Industrial Revolution: 5G Wireless Systems, Internet of Things, and Beyond -- Introduction -- IoT and Its Devices -- A 5G and IoT -- 5G and Ubiquitous Computing -- The Internet of Things -- A 5G Network -- History and Present Researches on IoT as Well as 5G -- Requirements of IoT and Shortcomings of Wireless 4G Network -- Needs for IoT that is 5G Enabled -- The Vision of 5G IOT: Industrial and Research Context -- Unification of Technologies -- Enabling Technology Drivers in 5G IoT -- Challenges and Trends of Future of the Research -- Conclusion and Future Scope -- Appendix 1: Wireless Technology Features -- Appendix 2: Information Speed Increment -- Appendix 3: 5G Network Architecture -- Appendix 4: 5G Tower Signals -- References -- 3 Network Architectures and Protocols for Efficient Exploitation of Spectrum Resources in 5G -- Introduction -- Enabler Technologies -- Architecture of 5G -- Multiple-Input Multiple-Output Technology in 5G -- Antenna Array for MIMO in 5G -- Device-to-Device Communication in 5G -- Interference Management for 5G -- Multi-tier 5G Architecture -- Spectrum Sharing with Cognitive Radio in 5G -- Ultra-dense Networks in Multi-radio Access Technology Association in 5G -- UDN Moving Cells with 5G+ Network -- Cloud Technologies for 5G -- Methodology. , The Methodology of the Proposed Scheme -- Spectrum Band -- 5G Base Station -- Energy Module -- Energy Controller -- Challenges and Future Research Directions -- Conclusion -- References -- 4 Wireless Backhaul Optimization Algorithm in 5G Communication -- Introduction -- Network Scenarios and System Assumptions -- Analysis of Delay Jitter Indicators -- Delay Analysis -- Delay Jitter Analysis -- Optimization Model Establishments -- Basic Backhaul Model -- Improved Model 1 -- Improved Model 2 -- Improved Model Solutions -- Improved Model 1 Solution -- Improved Model 2 Solution -- Simulation Analysis -- Conclusions -- References -- 5 Security Attacks and Vulnerability Analysis in Mobile Wireless Networking -- Introduction -- Types of Wireless Mobile Network -- Wireless PAN -- Wireless LAN -- Manet -- Wireless MAN -- Wireless WAN -- Mobile Network -- Gan -- Aerospace Network -- Challenges and Issues in Wireless Mobile Network -- Information Management -- Endless Communication -- Delay Tolerance -- Heterogeneity -- Contextual Awareness -- Buffer Management -- Power Features -- Privacy and Security -- Security Goals of Wireless Mobile Network -- Classification of Security Attacks -- Most Prevalent Attacks in Wireless Systems -- Denial of Service (DoS) Attack -- Flooding Attack -- Jamming -- Intervention -- Sleep Deprivation Attack -- Blackhole Attack -- Rushing Attack -- Sybil Attack -- Sinkhole Attack -- Gray Hole Attack -- Byzantine Attack -- Jellyfish Attack -- Wormhole Attack -- Eavesdropping -- Disclosure of Information Attack -- Man-In-The-Middle Attack -- Replay Attack -- ACK Attack -- Spoofing Attack -- Link Spoofing Attack -- Spear-Phishing Attack -- Repudiation Attack -- Infected Code Injection -- Colluding Mis-Relay Attack -- Selective-Forwarding Attack -- Database Hack Attack -- Conclusion -- References. , 6 Utilities of 5G Communication Technologies for Promoting Advancement in Agriculture 4.0: Recent Trends, Research Issues and Review of Literature -- Introduction -- Challenges Faced by Existing Network Technologies -- Motivation of the Work -- Existing Problems and Contribution -- Scope of 5G-Enabled Networks in AgriIoT -- Energy Consumption Management Methods in 5G Networks -- Application Areas of 5G in Smart Farming -- Data Aggregation -- Predictive Analytics -- Drone Operations -- Animal Tracking and Real-Time Monitoring -- Autonomous Agriculture Vehicles -- Weather Stations -- 5G Enabled Components in Agriculture -- Drones and Unmanned Aerial Vehicles (UAVs) -- Virtual Consultation and Predictive Maintenance -- Augmented and Virtual Reality -- Agriculture Robots -- Cloud-Based Data Analytics -- Recent Development Scenarios in 5G-Based Agriculture -- Conclusion and Future Work -- References -- 7 Security Attacks and Countermeasures in 5G Enabled Internet of Things -- Introduction -- Overview of 5G -- Overview of IoT -- 5G Enabled IoT -- 5G Enabled IoT Architecture -- L1 Physical Device Layer -- L2 Communication Layer -- L3 Fog Computing Layer -- L4 Data Storage Layer -- L5 Management Service Layer -- L6 Application Layer -- L7 Process and Collaboration Layer -- L8 Security Layer -- Technologies in 5G Enabled IoT -- Threat Analysis in 5G IoT -- Eavesdropping -- Contaminating -- Spoofing -- Jamming -- Physical Layer Security -- Trust Mechanism in WSN -- Crowdsourcing Analysis -- Attacks at the Architecture Level -- Current Research for 5G and IoT -- Future Research Directions and Challenges -- Characteristics Synthesis -- Signal Revoking -- Location Awareness -- Technical Challenges -- Wireless Software Defined Network -- Security Assurance and Privacy Analysis -- Standardization Issues -- Conclusion -- References. , 8 Energy Efficiency and Scalability of 5G Networks for IoT in Mobile Wireless Sensor Networks -- Introduction -- Energy Efficiency in Mobile Wireless Sensor Networks -- Basic Concept of 5G Technology -- Evolution of 5G -- Frequency Band of 5G System -- 5G Innovative Technologies -- IoT Services Based on 5G -- IoT Industry Supported by 5G Technology -- Industry 4.0 -- Palpable Internet -- Security of IoT in 5G System -- Conclusion -- References -- 9 Security Services for Wireless 5G Internet of Things (IoT) Systems -- Introduction -- Inspiration and Ideas for 5G Based on IoT -- Structure of IoT in Cooperation with 5G -- Sensor Layer -- Network Layer -- Communication Layer -- Architecture Layer -- Application Layer -- Current Resolutions for Communication for IoT in 5G -- Bluetooth Low Energy (BLE) -- SigFox -- IEEE 802.15.4 -- LoRa -- Wi-Fi -- ZigBee -- NarrowBand IoT -- Challenges and Security Vulnerabilities -- Confidentiality and Safety -- Energy Efficacy -- Future Research Directions -- Structure of Network Based on Big Data -- 5G New Radio (NR): A New Wave-Form Design Consideration -- Energy Efficacy -- Interchange Between Communication, Gathering, and Computing -- Design of Synchronized Multi-Band, and High-Power Effective Amplifier -- Conclusion -- References -- 10 Securing the IoT-Based Wireless Sensor Networks in 5G and Beyond -- Introduction -- Literature Survey -- IoT-Based Wireless Networks -- Different Types of Attacks -- Perception Layer -- Abstraction Layer -- Network Layer -- Computing Layer -- Operation Layer -- Application Layer -- Importance of 5G -- Background -- Mathematical Explanation for Euclidean Distance -- Proposed Work -- Assumptions -- Creating Trial Data Sets -- Transmitting the Messages -- Analysis of the Proposal -- Security -- Conclusion -- References. , 11 5G and Internet of Things-Integration Trends, Opportunities, and Future Research Avenues -- Introduction -- Overview of 5G -- Evolution of 5G -- Characteristics and Requirements of 5G Ecosystem -- 5G Architecture -- An Insight into IoT -- Characteristics of IoT -- Layered Architecture of IoT -- Requirements for 5G Integrated IoT Architecture -- Edge Layer of 5G IoT -- Network Layer of 5G IoT -- Application Layer of 5G IoT -- Blockchain-Based 5G IoT -- 5G IoT with Artificial Intelligence -- Opportunities of 5G Integrated IoT -- Technological Advancement -- Smart Cities -- Business -- Aerial and Satellite Research -- Mitigating Pandemic Situation -- Industrial Usage with Other Technologies -- Video Surveillance -- Challenges of 5G Integrated IoT -- General Challenges -- Heterogeneity of 5G and IoT Data -- Blockchain Integrating 5G IoT Issues -- 5G mm-Wave Issues -- Threat Protection of 5G IoT -- Conclusion -- References -- 12 Post-Quantum Cryptographic Schemes for Security Enhancement in 5G and B5G (Beyond 5G) Cellular Networks -- Introduction -- Emerging Cellular Networks -- 5G Overview -- Evolution of 6G/B5G Overview -- State-Of-The-Art -- Taxonomy of 6G/B5G Wireless Systems -- Security Services in 6G/B5G Wireless Networks -- Data Security Techniques for 5G Heterogeneous Networks -- Visual Secret Sharing -- Steganography -- Cryptographic Algorithms -- Key Management -- Overview and Fundamentals of Quantum Computing -- Architecture of Classical Computing Versus Quantum Computing -- Mathematical Representation for Quantum Computing -- The Impact of Quantum Computing on Modern Cryptography -- Quantum Algorithms Affecting Cryptosystems -- Post-Quantum Cryptography -- Mathematical View -- Post-Quantum Analysis -- Conclusion -- References -- 13 Enhanced Energy Efficiency and Scalability in Cellular Networks for Massive IoT -- Introduction. , Literature Review.

Weitere Ausg.: Print version: Bhushan, Bharat 5G and Beyond Singapore : Springer,c2023 ISBN 9789819936670

Sprache: Englisch

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Umfang: 1 online resource (515 pages)

Ausgabe: 1st ed.

ISBN: 9781484228968

Anmerkung: Intro -- Table of Contents -- About the Authors -- Acknowledgments -- Foreword -- Introduction -- Chapter 1: Conceptualizing the Secure Internet of Things -- The BadUSB Thumb Drive -- Air-Gap Security -- Stuxnet -- Designing Safe and Secure Cyber-Physical Systems -- Constrained Computing and Moore's Law -- Trusted IoT Networks and the Network Edge -- Conclusion -- Chapter 2: IoT Frameworks and Complexity -- Introduction -- Historical Background to IoT -- IoT Ecosystem -- Connectivity Technology -- Messaging Technology -- Platform Technology -- Elements of an IoT System -- IoT Device -- IoT Device Architectural Goals -- Interoperability -- Security -- IoT Network -- IoT System Management -- Device Lifecycle -- Manufacturing -- Supply Chain -- Deployment -- Normal Operation and Monitoring -- Manage -- Update -- Decommissioning -- IoT Framework -- IoT Framework Design Goals -- IoT Data Model and System Abstractions -- IoT Node -- IoT Operations Abstraction -- Connectivity Elements -- Manageability Elements -- Security Elements -- Consider the Cost of Cryptography -- Summary IoT Framework Considerations -- IoT Framework Architecture -- Data Object Layer -- Node Interaction Layer -- Platform Abstraction Layer -- Platform Layer -- Security Challenges with IoT Frameworks -- Consumer IoT Framework Standards -- Open Connectivity Foundation (OCF) -- OCF Core Framework Layer -- OCF Profiles Framework Layer -- The OCF Device Abstraction -- OCF Security -- AllSeen Alliance/AllJoyn -- AllJoyn Security -- Universal Plug and Play -- UPnP Security -- Lightweight Machine 2 Machine (LWM2M) -- LWM2M Architecture -- LWM2M Device Management -- LWM2M Security -- One Machine to Machine (OneM2M) -- OneM2M Security -- Industrial IoT Framework Standards -- Industrial Internet of Things Consortium (IIC) and OpenFog Consortium. , Open Platform Communications-Unified Architecture (OPC-UA) -- OPC-UA Framework Architecture -- OPC-UA Security -- Data Distribution Service (DDS) -- DDS Framework Architecture -- DDS Security -- Security Enveloping -- Security Tokens -- Security Plugin Modules -- Framework Gateways -- Framework Gateway Architecture -- Type I Framework Gateway -- Type II Framework Gateway -- Type III Framework Gateway -- Type IV Framework Gateway -- Security Considerations for Framework Gateways -- Security Endpoints Within the Gateway -- Security Endpoints in Type I Gateways -- Security Endpoints in Type II Gateways -- Security Endpoints in Type III Gateways -- Security Endpoints in Type IV Gateways -- Security Framework Gateway Architecture -- Summary -- Chapter 3: Base Platform Security Hardware Building Blocks -- Background and Terminology -- Assets, Threats, and Threat Pyramid -- Inverted Threat Pyramid -- Sample IoT Device Lifecycle -- End-to-End (E2E) Security -- Security Essentials -- Device Identity -- Protected Boot -- Protected Storage -- Trusted Execution Environment (TEE) -- Built-In Security -- Base Platform Security Features Overview -- CPU Hosted Crypto Implementations -- Malware Protection (OS Guard) -- OS Guard (SMEP) -- OS Guard (SMAP) -- Encryption/Decryption Using AES-NI -- Sign/Verify Using Intel® SHA Extensions -- Intel® Data Protection Technology with Secure Key (DRNG) -- Converged Security and Manageability Engine (CSME) -- Secure/Verified, Measured Boot and Boot Guard -- Trusted Execution Technology (TXT) -- Platform Trust Technology (PTT) -- Enhanced Privacy ID (EPID) -- Memory Encryption Technologies -- TME -- MKTME -- Dynamic Application Loader (DAL) -- Software Guard Extensions (SGX) - IA CPU Instructions -- Identity Crisis -- Enhanced Privacy Identifier (EPID) -- Anonymity -- PTT/TPM -- Device Boot Integrity - Trust But Verify. , Secure Boot Mechanisms -- Secure Boot Terminology Overview -- Overview of BIOS/UEFI Secure Boot Using Boot Guard Version 1.0 (BtG) -- Data Protection - Securing Keys, Data at Rest and in Transit -- Intel Platform Trust Technology (PTT) -- Windows PTT Architecture -- Linux PTT Software Stack -- Runtime Protection - Ever Vigilant -- Intel Virtualization Technology (Intel VT) -- Software Guard Extensions (SGX) -- Intel CSE/CSME - DAL -- Isolation from Rich Execution Environment -- Authenticity and Security -- Portability -- Intel Trusted Execution Technology (TXT) -- Threats Mitigated -- Zero-Day Attacks -- Other Attacks -- Conclusion -- References -- Chapter 4: IoT Software Security Building Blocks -- Understanding the Fundamentals of Our Architectural Model -- Operating Systems -- Threats to Operating Systems -- Zephyr: Real-Time Operating System for Devices -- Zephyr Execution Separation -- Zephyr Memory Separation -- Zephyr Privilege Levels and System Authorization -- Zephyr Programming Error Protections -- Zephyr's Other Security Features -- Zephyr Summary -- Linux Operating Systems -- Pulsar: Wind River Linux -- Ubuntu IoT Core -- Intel® Clear Linux -- Linux Summary -- Hypervisors and Virtualization -- Threats to Hypervisors -- Intel® ACRN -- Real-Time and Power Management Guarantees in ACRN -- ACRN Summary -- Software Separation and Containment -- Containment Security Principles -- Threats to Extended Application Containment -- Containers -- Kata Containers -- Kata Containers Summary -- Trusted Execution Environments -- Software Guard Extensions -- SGX Security Summary -- Android Trusty -- Trusty TEE Security Summary -- Containment Summary -- Network Stack and Security Management -- Intel Data Plane Development Kit -- Security Management -- Secure Device Onboarding -- Platform Integrity -- Network Defense -- Platform Monitoring. , McAfee Embedded Control -- Network Stack and Security Summary -- Device Management -- Mesh Central -- Wind River Helix Device Cloud -- Device Management Summary -- System Firmware and Root-of-Trust Update Service -- Threats to Firmware and RoT Update -- Turtle Creek System Update and Manageability Service -- System Firmware and RoT Summary -- Application-Level Language Frameworks -- JavaScript and Node.js or Sails -- Java and Android -- EdgeX Foundry -- Application-Level Framework Summary -- Message Orchestration -- Message Queuing Telemetry Transport -- OPC Unified Architecture -- Constrained Application Protocol -- Message Orchestration Summary -- Applications -- Summary -- Chapter 5: Connectivity Technologies for IoT -- Ethernet Time-Sensitive Networking -- Legacy Ethernet-Based Connectivity in Industrial Applications -- Key Benefits of TSN -- TSN Standards -- TSN Profiles -- 802.1AS/AS-Rev -- 802.1Qbv -- 802.1Qbu -- 802.1CB -- 802.1Qcc -- 802.1Qci -- 802.1Qch -- 802.1Qcr -- TSN and Security -- OPC-UA Over TSN -- Overview of Wireless Connectivity Technologies -- Considerations for Choosing Wireless Technologies for IoT -- Spectrum -- Range and Capacity -- Network Topology -- Quality of Service -- Network Management -- Security -- Wi-Fi -- Bluetooth -- Zigbee -- NFC -- GPS/GNSS -- Cellular -- 5G Cellular -- Key Standards, Regulatory, and Industry Bodies Involved in 5G -- New Use Cases Enabled by 5G -- Key Technology Enablers for 5G -- LPWAN - Low-Power Wide Area Networks -- LoRa -- Sigfox -- Weightless -- Comparison of Low-Power LTE and Other LPWAN Technologies -- A Case Study - Smart Homes -- Summary -- References -- Chapter 6: IoT Vertical Applications and Associated Security Requirements -- Common Domain Requirements and the Security MVP -- Some Common Threats -- Retail Solutions -- Security Objectives and Requirements -- Threats. , Standards - Regulatory and Industry -- Transportation Solutions14 -- Connected Vehicle Infrastructure -- Security Objectives and Requirements -- Threats -- Mitigations -- Standards - Regulatory and Industry -- Industrial Control System (ICS) and Industrial IoT (IIoT) -- Security Objectives and Requirements -- Threats -- Standards - Regulatory and Industry -- Digital Surveillance System -- Security Objectives and Requirements -- Threats -- Standards - Regulatory and Industry -- Summary -- Appendix: Conclusion -- Economics of Constrained Roots-of-Trust -- IoT Frameworks - Necessary Complexity -- Hardware Security - More Than a Toolbox -- IOT Software - Building Blocks with Glue -- Ethernet TSN - Everybody's Common Choice? -- Security MVP - The Champion Within a Fractured IoT Ecosystem -- The Way Forward -- Index.

Weitere Ausg.: Print version: Cheruvu, Sunil Demystifying Internet of Things Security Berkeley, CA : Apress L. P.,c2019 ISBN 9781484228951

Sprache: Englisch

Fachgebiete: Informatik , Wirtschaftswissenschaften

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Umfang: 1 online resource (296 p.)

ISBN: 9783839464151

Serie: Public History - Angewandte Geschichte ; 19

Inhalt: Die Erinnerung an den Nationalsozialismus und den Holocaust ist in stetiger Transformation begriffen. Dieser Wandel gewinnt ebenso an Bedeutung wie die Entwicklung der digitalen Holocaust Education. Dies zeigt sich nicht zuletzt an immer neuen digitalen Vermittlungsangeboten und georeferenzierten Webapplikationen, in denen Erinnerungsorte auf digitalen Landkarten markiert und im Sinne des Deep Mappings mit weiterführenden Informationen versehen werden. Die Beiträger*innen diskutieren diese Entwicklungen kritisch und stellen die unterschiedlichen Aspekte von digitalen georeferenzierten Dokumentations-, Erinnerungs- und Vermittlungsprojekten vor.

Anmerkung: Frontmatter -- , Inhalt -- , Digital Memory - Digital History - Digital Mapping -- , Raum, Vergangenheits(re-)konstruktion, digitale Technologien und Authentizitätserwartungen -- , Überlegungen zu einer kritischen Kartographie traumatischer Orte des Holocaust -- , The AesthEt(h)ics of the Fragment -- , What's in a Name? From People to Data and Back -- , On Fragments: of Life and Death -- , Digitale Lerntools auf Basis von Zeitzeug:innen-Interviews bei ERINNERN:AT -- , Simulation und Emotion -- , Vermittlung und Vermittlungsperspektiven im Digitalen -- , Historisches Lernen mit der Digitalen Erinnerungslandschaft DERLA -- , Reiseberichte aus (Post)Digitalien -- , Geschichte ist Beziehung -- , GAMS, DERLA und Data Science -- , Inhalte explorativ durchsuchen -- , Der Virtuelle Guide der KZ-Gedenkstätte Mauthausen -- , Jewish Places: Die bundesweite Website zu jüdischer Lokalgeschichte -- , avArc. A Landscape of Memory and Temporalities -- , Autor:innen , In German.

Sprache: Deutsch

Schlagwort(e): Konferenzschrift ; Konferenzschrift ; Konferenzschrift

DOI: 10.1515/9783839464151

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URL: https://nbn-resolving.org/urn:nbn:de:101:1-2024041405034594614205

URL: https://d-nb.info/1326127063/34

URL: https://www.transcript-verlag.de/

UID:

Umfang: 1 online resource (177 pages)

ISBN: 9781000791266

Inhalt: Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing covers dynamic resource allocation heuristics for manycore systems, aiming to provide appropriate guarantees on performance and energy efficiency.

Weitere Ausg.: Print version: Indrusiak, Leando Soares Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing Milton : River Publishers,c2016 ISBN 9788793519084

Sprache: Englisch

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Umfang: 1 online resource (396 pages)

Ausgabe: 1st ed.

ISBN: 9781803556260

Weitere Ausg.: Print version: Kumar, Vijay Macrophages London : IntechOpen,c2022

Sprache: Englisch

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Umfang: 216 Seiten , 23.4 cm x 15.6 cm

ISBN: 9783706554190

Serie: Schriften des Centrums für Jüdische Studien Band 26

Sprache: Deutsch

Fachgebiete: Geschichte

Schlagwort(e): Palästina ; Einwanderung ; Juden ; Österreich ; Geschichte 1920-1945

URL: Inhaltsverzeichnis

Mehr zum Autor: Kumar, Victoria

UID:

Umfang: 1 online resource (342 pages)

Ausgabe: 1st ed.

ISBN: 9789819944132

Serie: India Studies in Business and Economics Series

Weitere Ausg.: Print version: Dev, S. Mahendra Achieving Zero Hunger in India Singapore : Springer,c2023 ISBN 9789819944125

Sprache: Englisch

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UID:

Umfang: 1 online resource (576 pages)

Ausgabe: 1st ed.

ISBN: 9789464632224

Serie: Atlantis Highlights in Intelligent Systems Series ; v.9

Anmerkung: Intro -- Preface -- Organization -- Contents -- Peer-Review Statements -- 1 Review Procedure -- 2 Quality Criteria -- 3 Key Metrics -- Digital Economy Enabling High-Quality Manufacturing Development: Evidence from Chinese Provincial Data -- 1 Introduction -- 2 Theoretical Mechanism and Research Hypothesis -- 2.1 Digital Economy Enables the Direct Mechanism of Action of High-Quality Manufacturing Development -- 2.2 Digital Economy, Innovation Effect and High-Quality Development of Manufacturing -- 2.3 Digital Economy, Efficient Resource Allocation and High-Quality Development of Manufacturing -- 3 Study Design -- 3.1 Model Building -- 3.2 Variable Selection and Data Sources -- 4 Empirical Analysis -- 4.1 Baseline Regression Analysis -- 4.2 Endogeneity Analysis -- 4.3 Subregional Inspection -- 4.4 Mechanism of Action Analysis -- 5 Conclusions -- References -- The Lexicon Construction and Quantitative Research of Digital Economy Policy Texts -- 1 Introduction -- 2 Research Status -- 3 Lexicon Construction of Digital Economic Policy -- 3.1 Data Sources -- 3.2 Neologism Discovery -- 3.3 Comparison of Segmentation Effect -- 4 Classification of Policy Text -- 4.1 Experimental Data -- 4.2 Model and Parameter -- 4.3 Experimental Result -- 5 Analysis of Policy Hotspots -- 5.1 Policy Keywords -- 5.2 Policy Topics -- 6 Conclusion -- References -- Measurement and Evaluation of Provincial Digital Economy Development Efficiency -- 1 Introduction -- 2 Provincial Digital Economy Development Level Measurement -- 2.1 Construction of Indicator System -- 2.2 Data Sources -- 2.3 Analysis of Results -- 3 Analysis of Provincial Digital Economy Output Efficiency -- 3.1 Research Models -- 3.2 Empirical Results and Analysis -- 4 Conclusions and Recommendations -- 4.1 Conclusions -- 4.2 Research Recommendations -- References. , How Digital Transformation of Enterprises Can Improve Labor Productivity: Evidence from Chinese-Listed Companies -- 1 Introduction -- 2 Literature Review and Hypothesis -- 3 Models and Data -- 3.1 Models -- 3.2 Data -- 4 Results and Discussion -- 4.1 Digital Transformation and Labor Productivity -- 4.2 Intermediate Mechanism: Capital Intensity (CI) and Innovation Input (R& -- D) -- 4.3 Heterogeneity Analysis -- 5 Conclusions -- References -- Design of Adaptive Defense System for Marketing Information Management Based on Blockchain Technology -- 1 Introduction -- 2 Application of Blockchain Technology in Marketing Information Management Adaptive Defense System -- 2.1 Blockchain Basics -- 2.2 Blockchain-Related Technologies -- 2.3 Scenarios of Blockchain Technology Application -- 3 Network Security Adaptive Defense Technology -- 3.1 Intrusion Detection -- 3.2 Intrusion Prevention -- 4 Design of Adaptive Defense System for Marketing Information Management -- 4.1 System Architecture -- 4.2 System Function Module -- 5 System Testing -- 5.1 Set up the Network Environment -- 5.2 Verify the Performance Improvement Effect -- 6 Conclusion -- References -- Comparative Study of LSTM and Transformer for A-Share Stock Price Prediction -- 1 Introduction -- 2 Related Work -- 2.1 Stock Price in China -- 2.2 Deep Learning in Stock Prediction -- 3 Methodology -- 3.1 LSTM -- 3.2 Transformer -- 3.3 Evaluation Metrics -- 4 Experiments -- 4.1 Data Selection -- 4.2 Data Pre-processing -- 5 Experiment Result -- 6 Conclusions -- References -- Can Digital Inclusive Finance Improve Business Export Resilience? -- 1 Introduction -- 2 Theoretical Analysis and Hypotheses -- 3 Study Design -- 3.1 Sample Selection and Data Sources -- 3.2 Variable Setting -- 3.3 Model Construction -- 4 Analysis of Empirical Results -- 4.1 Descriptive Statistics -- 4.2 Correlation Analysis. , 4.3 Analysis of Regression Results -- 4.4 Analysis of the Mechanism of Action -- 4.5 Heterogeneity Analysis -- 5 Robustness Test -- 5.1 Substitution of Explanatory Variables -- 5.2 Change in Estimation Method and Sample Scope -- 5.3 Instrumental Variable Method -- 6 Research Findings and Insights -- References -- Research on Active Firefighting Robot Navigation Based on the Improved AUKF Algorithm -- 1 Introduction -- 2 Multi-source Fusion Localization Method Based on Improved AUKF Algorithm -- 3 Experimental Analysis -- 4 Conclusion -- References -- Analysis and Research on Big Data Storage Technology Based on Machine Learning -- 1 Introduction -- 2 Neural Network Overview -- 3 The Basic Principles and Models of Artificial Neural Networks -- 3.1 The Basic Principle of Neural Network Composition -- 3.2 Structure of Neural Networks -- 4 BP Algorithm -- 4.1 Mathematical Description of BP Algorithm -- 4.2 Shortcomings of BP Algorithm -- 5 Improved Modeling of Neural Network BP Algorithm Using Genetic Algorithm (GA) -- 6 Design of the System -- 6.1 System Composition -- 7 Conclusions -- References -- k-Surrounding Neighbors: Incorporating Serendipity in Collaborative Recommendations -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 4 Evaluation on the MovieLens Dataset -- 4.1 Prediction Accuracy -- 4.2 Intra-list Diversity -- 4.3 Novelty -- 5 Conclusion -- References -- Data Generation and Latent Space Based Feature Transfer Using ED-VAEGAN, an Improved Encoder and Decoder Loss VAEGAN Network -- 1 Introduction -- 2 Methods -- 2.1 VAE'S Reparameterization Trick -- 2.2 Training Theory of GANs -- 2.3 Loss Functions VAE -- 2.4 Loss Functions DCGAN -- 2.5 Loss Functions ED-VAEGAN -- 2.6 Loss Functions f-w VAEGAN -- 2.7 Loss Functions p-w VAEGAN -- 2.8 Latent Space Continuity Quality -- 3 Experiments -- 4 Results and Discussions -- 5 Conclusion. , References -- Digital Investment Risk Evaluation Model of Power Grid Enterprises Based on FAHP-AOA-LSSVM -- 1 Introduction -- 2 Fuzzy Analytic Hierarchy Process -- 2.1 Establish Judgment Matrix -- 2.2 Determine the Membership Function -- 2.3 Single-Factor Evaluation -- 2.4 Determine the Weight Vector -- 2.5 Consistency Test -- 3 AOA's Improved Risk Evaluation Model of LSSVM -- 3.1 Principle of LSSVM Evaluation -- 3.2 AOA Search for Optimal Solutions of LSSVM Parameters -- 4 Construction of Risk Evaluation Index System for Power Grid Digital Investment -- 4.1 Questionnaire Design and Data Sources -- 4.2 Expert Evaluation -- 5 Example Analysis -- 5.1 Determining the Evaluation Value of the Project -- 5.2 Parameter Setting -- 5.3 Analysis of Results -- 6 Conclusion -- References -- Research on Machine Learning Driven Stock Selection Strategy -- 1 Introduction -- 2 Methodology -- 2.1 Research Scheme -- 2.2 Data -- 3 Empirical Analysis -- 3.1 Single Machine Learning Algorithm Performance -- 3.2 Integrated Machine Learning Algorithm Performance -- 4 Important Anomalies of Chinese Stock Market -- 5 Discussion and Conclusion -- 5.1 Discussion -- 5.2 Conclusion -- References -- An Identification Method for High Voltage Power Grid Insulator Based on Mobilenet-SSD Network -- 1 Introduction -- 2 Target Detection Network of Lightweight Mobilenet-SSD -- 2.1 Multi-scale Feature Fusion Target Detection Network -- 2.2 Light Weight Backbone Feature Extraction Network -- 2.3 Fused Network of MobileNet and SSD -- 3 Sample Analysis -- 4 Conclusion -- References -- Insights into the Correlation Between Digital Marketing Effectiveness and the 5A Crowd Assets Model -- 1 Introduction -- 2 Digital Marketing Theory and the Landing of Contemporary e-commerce Data Platforms -- 2.1 Digital Marketing and Consumer Operations. , 2.2 Crowd Assets Model from Traditional to Digital Marketing -- 2.3 Upgrade of Crowd Assets Model-- 5A -- 3 Study Design -- 3.1 Research Background -- 3.2 Correlation Analysis of Seeding with A3 -- 3.3 Correlation Analysis Between A3 and GMV (Gross Merchandise Volume) -- 3.4 K-means Clustering Algorithm -- 4 Research Conclusions and Values -- References -- A Credit Card Default Prediction Method Based on CatBoost -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Experiment -- 4.1 Feature Engineering -- 4.2 Training Parameters -- 4.3 Evaluation Metrics -- 4.4 Evaluation Results -- 5 Conclusion -- References -- Prediction of Shanghai Composite Index Based on Macroeconomic Indicators and Artificial Intelligence Method -- 1 Introduction -- 2 Macro-economy and Stock Market Forecast -- 2.1 Macro-economy -- 2.2 Stock Market Forecast -- 3 Neural Network and Support Vector Machine Research -- 3.1 Introduction to Neural Networks -- 3.2 Learning of Neural Networks -- 3.3 Support Vector Machine -- 4 An Empirical Study of Machine Learning Methods in SSE Index Forecasting -- 4.1 Introduction to the Empirical Environment -- 4.2 SSE Index Prediction Based on BP Neural Network -- 4.3 SSE Index Prediction Based on Support Vector Machine -- 5 Conclusion -- References -- Research on the Development Level of Digital Economy Based on Fuzzy Comprehensive Evaluation -- 1 Introduction -- 2 Fuzzy Comprehensive Evaluation of Digital Economy Development in Anhui Province -- 2.1 Indicator System Determination and Weight Calculation -- 2.2 Fuzzy Comprehensive Evaluation -- 2.3 Chapter Summary -- 3 Conclusions -- References -- Factors Influencing Customer Addictive Purchase Behaviours of Toy Blind Boxes -- 1 Introduction -- 2 Research Methods -- 3 Research Design -- 4 Analysis -- 4.1 Qualitative Analysis -- 4.2 Further Analysis -- 5 Discussions -- 6 Conclusion. , References.

Weitere Ausg.: Print version: Hemachandran, K. Proceedings of the 2023 2nd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2023) Dordrecht : Atlantis Press (Zeger Karssen),c2023 ISBN 9789464632217

Sprache: Englisch

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URL: lizenzpflichtig

UID:

Umfang: 285 Seiten : , 64 Illustrationen, Diagramme ; , 22 cm x 16.5 cm, 500 g.

ISBN: 978-3-902542-45-8 , 3-902542-45-4

Sprache: Deutsch

Fachgebiete: Geschichte

Schlagwort(e): Zweiter Weltkrieg ; Kriegsende ; Besetzung ; Nachkriegszeit ; Aufsatzsammlung ; Aufsatzsammlung ; Konferenzschrift ; Aufsatzsammlung

URL: Inhaltsverzeichnis

URL: Inhaltsverzeichnis

URL: Inhaltsverzeichnis

Mehr zum Autor: Halbrainer, Heimo, 1963-

Mehr zum Autor: Kumar, Victoria.

UID:

Umfang: 153 S. : , graph. Darst.

ISBN: 978-3-88795-303-4

Serie: Studies and comments / Hanns-Seidel-Stiftung, Academy for Politics and Current Affairs 4

Sprache: Englisch

Fachgebiete: Politologie

Schlagwort(e): Außenpolitik ; Aufsatzsammlung ; Konferenzschrift ; Aufsatzsammlung ; Konferenzschrift ; Aufsatzsammlung ; Konferenzschrift

URL: http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014936809&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA

URL: Inhaltsverzeichnis

URL: http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014936809&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA

Mehr zum Autor: Mitra, Subrata Kumar, 1949-