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Advances in Artificial-Business Analytics and Quantum Machine Learning : Select Proceedings of the 3rd International Conference, Com-IT-Con 2023, Volume 2 / / edited by KC Santosh, Poonam Nandal, Sandeep Kumar Sood, Hari Mohan Pandey
| Advances in Artificial-Business Analytics and Quantum Machine Learning : Select Proceedings of the 3rd International Conference, Com-IT-Con 2023, Volume 2 / / edited by KC Santosh, Poonam Nandal, Sandeep Kumar Sood, Hari Mohan Pandey |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (XVI, 330 p. 115 illus., 74 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Artificial intelligence
Business - Data processing Data protection Artificial Intelligence Business Informatics Data and Information Security |
| ISBN | 981-9748-60-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910897988103321 |
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
The AI-Enabled Enterprise [[electronic resource] /] / by Vinay Kulkarni, Sreedhar Reddy, Tony Clark, Henderik A. Proper
| The AI-Enabled Enterprise [[electronic resource] /] / by Vinay Kulkarni, Sreedhar Reddy, Tony Clark, Henderik A. Proper |
| Autore | Kulkarni Vinay |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (144 pages) |
| Disciplina |
650.0285
658.05 |
| Altri autori (Persone) |
ReddySreedhar
ClarkTony ProperHenderik A |
| Collana | The Enterprise Engineering Series |
| Soggetto topico |
Business - Data processing
Business information services Machine learning Information technology - Management Artificial intelligence Business Informatics Enterprise Architecture Machine Learning Computer Application in Administrative Data Processing Artificial Intelligence |
| ISBN | 3-031-29053-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- About the Authors -- 1: The AI-Enabled Enterprise -- Motivation -- Current State -- Decision-Making in the Face of Uncertainty -- Software Architecture for Continuous Adaptation -- Automated Compliance with Minimal Exposure to Risk -- Democratized Knowledge-Guided Software Development -- Continuously Adapting Software -- Coordinated Continuous Digital Transformation -- The AI-Enabled Enterprise -- Illustrative Example -- References -- 2: Decision-Making in the Face of Uncertainty -- Introduction -- Current Practice -- Decision-Making as an Optimization Problem -- Model-Based Decision-Making -- Human-Centric Decision-Making -- Solution -- Decision-Making Meta-Model -- Digital Twin -- ``In Silico´´ Experimentation Aid for Decision-Making -- Technology Infrastructure -- Specification Language -- DT Construction -- DT Validation -- Illustrative Real-World Applications -- Case Study from Telecom -- Maximizing Throughput of Sorting Terminals -- Optimizing Shop Stock Replenishment for a Retail Chain -- Prediction and Control of Covid-19 Pandemic in a City -- Helping Organizations Transition from Work from Home to Work from Office Mode -- Summary and Future Work -- References -- 3: Regulatory Compliance at Optimal Cost with Minimum Exposure to Risk -- Introduction -- Regulatory Compliance -- Current Practice -- Tenets of a Desirable Line of Attack -- AI-Aided Model-Based Automated Regulatory Compliance -- Technology Infrastructure to Support the Line of Attack -- AI-Based Model Authoring -- Validating the Authored Model -- Automating Compliance Checking -- Benefits of the Proposed Approach -- Illustrative Use Cases of Automated Regulatory Compliance -- Assurance of Hygiene -- Business Problem -- Scope -- Approach -- Benefits -- Compliance Hygiene and Change Impact Management -- Business Problem -- Objectives -- Scope.
Approach -- Benefits -- Compliance Checking -- Business Problem -- Current Practice -- Objectives -- Scope -- Approach -- Benefits -- Change Management -- Business Problem -- Scope -- Approach -- Results -- Benefits -- Summary and Future Work -- References -- 4: Continuously Adapting Software -- Introduction -- Digital Twin(s) -- State of the Art -- Modelling Twin Systems -- Case Study -- Twin System Execution -- Twin Policies -- Implementation: TwinSim -- Training for Multiple Eventualities -- Prototyping as Part of the Development Process -- Research Roadmap -- References -- 5: Democratized Hyper-automated Software Development -- Introduction -- Current Practice -- Typical SDLC Today -- Model-Driven Development -- Low-Code/No-Code Platforms -- AI-Powered SDLC -- AI-Powered Requirements -- AI-Powered Testing -- AI-Powered Coding -- Proposed Line of Attack -- Knowledge-Guided, AI-Aided Refinement of Business Requirements into Software Requirements -- Domain Ontology -- Systems Knowledge -- AI and NLP -- Digital Twin(s) -- Knowledge-Guided, AI-Aided Refinement of Software Requirements into Software Specifications -- Architecture for Software Adaptation -- Technology Infrastructure to Support the Line of Attack -- References -- 6: Coordinated Continuous Digital Transformation -- Introduction -- Digital Transformation -- Continuous Digital Transformation -- Coordinated Continuous Digital Transformation -- Enterprise Design Dialogues -- The Role of Models -- Challenges and Opportunities -- Conclusion -- References -- 7: A Case Study: Wellness Ecosystem -- Introduction -- Wellness Ecosystem -- Wellness Stakeholders -- Individual -- Gym -- Food Store -- Hospital -- Insurance Company -- Leisure Provider -- Wellness Provider -- Decision-Making in Dynamic and Uncertain Environment -- Effecting the Decisions in Software. Effecting the Decisions in Business Processes -- Bringing It All Together -- Illustrative Example -- References. |
| Record Nr. | UNISA-996565863303316 |
Kulkarni Vinay
|
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
The AI-Enabled Enterprise / / by Vinay Kulkarni, Sreedhar Reddy, Tony Clark, Henderik A. Proper
| The AI-Enabled Enterprise / / by Vinay Kulkarni, Sreedhar Reddy, Tony Clark, Henderik A. Proper |
| Autore | Kulkarni Vinay |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (144 pages) |
| Disciplina |
650.0285
658.05 |
| Altri autori (Persone) |
ReddySreedhar
ClarkTony ProperHenderik A |
| Collana | The Enterprise Engineering Series |
| Soggetto topico |
Business - Data processing
Business information services Machine learning Information technology - Management Artificial intelligence Business Informatics Enterprise Architecture Machine Learning Computer Application in Administrative Data Processing Artificial Intelligence |
| ISBN | 3-031-29053-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- About the Authors -- 1: The AI-Enabled Enterprise -- Motivation -- Current State -- Decision-Making in the Face of Uncertainty -- Software Architecture for Continuous Adaptation -- Automated Compliance with Minimal Exposure to Risk -- Democratized Knowledge-Guided Software Development -- Continuously Adapting Software -- Coordinated Continuous Digital Transformation -- The AI-Enabled Enterprise -- Illustrative Example -- References -- 2: Decision-Making in the Face of Uncertainty -- Introduction -- Current Practice -- Decision-Making as an Optimization Problem -- Model-Based Decision-Making -- Human-Centric Decision-Making -- Solution -- Decision-Making Meta-Model -- Digital Twin -- ``In Silico´´ Experimentation Aid for Decision-Making -- Technology Infrastructure -- Specification Language -- DT Construction -- DT Validation -- Illustrative Real-World Applications -- Case Study from Telecom -- Maximizing Throughput of Sorting Terminals -- Optimizing Shop Stock Replenishment for a Retail Chain -- Prediction and Control of Covid-19 Pandemic in a City -- Helping Organizations Transition from Work from Home to Work from Office Mode -- Summary and Future Work -- References -- 3: Regulatory Compliance at Optimal Cost with Minimum Exposure to Risk -- Introduction -- Regulatory Compliance -- Current Practice -- Tenets of a Desirable Line of Attack -- AI-Aided Model-Based Automated Regulatory Compliance -- Technology Infrastructure to Support the Line of Attack -- AI-Based Model Authoring -- Validating the Authored Model -- Automating Compliance Checking -- Benefits of the Proposed Approach -- Illustrative Use Cases of Automated Regulatory Compliance -- Assurance of Hygiene -- Business Problem -- Scope -- Approach -- Benefits -- Compliance Hygiene and Change Impact Management -- Business Problem -- Objectives -- Scope.
Approach -- Benefits -- Compliance Checking -- Business Problem -- Current Practice -- Objectives -- Scope -- Approach -- Benefits -- Change Management -- Business Problem -- Scope -- Approach -- Results -- Benefits -- Summary and Future Work -- References -- 4: Continuously Adapting Software -- Introduction -- Digital Twin(s) -- State of the Art -- Modelling Twin Systems -- Case Study -- Twin System Execution -- Twin Policies -- Implementation: TwinSim -- Training for Multiple Eventualities -- Prototyping as Part of the Development Process -- Research Roadmap -- References -- 5: Democratized Hyper-automated Software Development -- Introduction -- Current Practice -- Typical SDLC Today -- Model-Driven Development -- Low-Code/No-Code Platforms -- AI-Powered SDLC -- AI-Powered Requirements -- AI-Powered Testing -- AI-Powered Coding -- Proposed Line of Attack -- Knowledge-Guided, AI-Aided Refinement of Business Requirements into Software Requirements -- Domain Ontology -- Systems Knowledge -- AI and NLP -- Digital Twin(s) -- Knowledge-Guided, AI-Aided Refinement of Software Requirements into Software Specifications -- Architecture for Software Adaptation -- Technology Infrastructure to Support the Line of Attack -- References -- 6: Coordinated Continuous Digital Transformation -- Introduction -- Digital Transformation -- Continuous Digital Transformation -- Coordinated Continuous Digital Transformation -- Enterprise Design Dialogues -- The Role of Models -- Challenges and Opportunities -- Conclusion -- References -- 7: A Case Study: Wellness Ecosystem -- Introduction -- Wellness Ecosystem -- Wellness Stakeholders -- Individual -- Gym -- Food Store -- Hospital -- Insurance Company -- Leisure Provider -- Wellness Provider -- Decision-Making in Dynamic and Uncertain Environment -- Effecting the Decisions in Software. Effecting the Decisions in Business Processes -- Bringing It All Together -- Illustrative Example -- References. |
| Record Nr. | UNINA-9910765487103321 |
|
Kulkarni Vinay
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Anticipating Future Business Trends: Navigating Artificial Intelligence Innovations : Volume 1 / / edited by Rim El Khoury
| Anticipating Future Business Trends: Navigating Artificial Intelligence Innovations : Volume 1 / / edited by Rim El Khoury |
| Autore | El Khoury Rim |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (580 pages) |
| Disciplina | 006.3 |
| Collana | Studies in Systems, Decision and Control |
| Soggetto topico |
Computational intelligence
Artificial intelligence Business - Data processing Computational Intelligence Artificial Intelligence Business Informatics |
| ISBN | 3-031-63569-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Digital Transformation -- Exploring the evolution of AI and its transformative potential across industries -- E-Commerce and Retail Tech -- Blockchain and Finance -- Automation and the Future of Work -- Sustainable Business Practices. |
| Record Nr. | UNINA-9910886068703321 |
|
El Khoury Rim
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Anticipating Future Business Trends: Navigating Artificial Intelligence Innovations : Volume 2 / / edited by Rim El Khoury
| Anticipating Future Business Trends: Navigating Artificial Intelligence Innovations : Volume 2 / / edited by Rim El Khoury |
| Autore | El Khoury Rim |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (581 pages) |
| Disciplina | 006.3 |
| Collana | Studies in Systems, Decision and Control |
| Soggetto topico |
Computational intelligence
Artificial intelligence Business - Data processing Computational Intelligence Artificial Intelligence Business Informatics |
| ISBN | 3-031-63402-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Digital Transformation -- Exploring the evolution of AI and its transformative potential across industries -- E-Commerce and Retail Tech -- Blockchain and Finance -- Automation and the Future of Work -- Sustainable Business Practices. |
| Record Nr. | UNINA-9910887873903321 |
|
El Khoury Rim
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Apply Data Science [[electronic resource] ] : Introduction, Applications and Projects / / edited by Thomas Barton, Christian Müller
| Apply Data Science [[electronic resource] ] : Introduction, Applications and Projects / / edited by Thomas Barton, Christian Müller |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Wiesbaden : , : Springer Fachmedien Wiesbaden : , : Imprint : Springer Vieweg, , 2023 |
| Descrizione fisica | 1 online resource (233 pages) |
| Disciplina | 005.7 |
| Soggetto topico |
Artificial intelligence—Data processing
Information storage and retrieval systems Data mining Business information services Business—Data processing Big data Data Science Information Storage and Retrieval Data Mining and Knowledge Discovery IT in Business Business Informatics Big Data |
| ISBN | 3-658-38798-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Introduction to Data Science -- Systems, Tools and Methods -- Applications. |
| Record Nr. | UNISA-996547963203316 |
| Wiesbaden : , : Springer Fachmedien Wiesbaden : , : Imprint : Springer Vieweg, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Apply Data Science : Introduction, Applications and Projects / / edited by Thomas Barton, Christian Müller
| Apply Data Science : Introduction, Applications and Projects / / edited by Thomas Barton, Christian Müller |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Wiesbaden : , : Springer Fachmedien Wiesbaden : , : Imprint : Springer Vieweg, , 2023 |
| Descrizione fisica | 1 online resource (233 pages) |
| Disciplina | 005.7 |
| Soggetto topico |
Artificial intelligence—Data processing
Information storage and retrieval systems Data mining Business information services Business—Data processing Big data Data Science Information Storage and Retrieval Data Mining and Knowledge Discovery IT in Business Business Informatics Big Data Dades massives Processament de dades Aprenentatge automàtic Mineria de dades |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-658-38798-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Introduction to Data Science -- Systems, Tools and Methods -- Applications. |
| Record Nr. | UNINA-9910637710203321 |
| Wiesbaden : , : Springer Fachmedien Wiesbaden : , : Imprint : Springer Vieweg, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Business Intelligence and Information Technology : Proceedings of BIIT 2023 / / edited by Aboul Ella Hassanien, Dequan Zheng, Zhijie Zhao, Zhipeng Fan
| Business Intelligence and Information Technology : Proceedings of BIIT 2023 / / edited by Aboul Ella Hassanien, Dequan Zheng, Zhijie Zhao, Zhipeng Fan |
| Autore | Hassanien Aboul Ella |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (638 pages) |
| Disciplina | 658.472 |
| Altri autori (Persone) |
ZhengDequan
ZhaoZhijie FanZhipeng |
| Collana | Smart Innovation, Systems and Technologies |
| Soggetto topico |
Computational intelligence
Business - Data processing Operations research Computational Intelligence Business Informatics Operations Research and Decision Theory |
| ISBN | 981-9739-80-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Conference Committee -- Preface -- About This Book -- Contents -- About the Editors -- Part I Automatic Control Technique -- 1 Extraction of Small Resonance Signals in Strong Same-Frequency Background -- 1.1 Introduction -- 1.2 Target Problem -- 1.2.1 Problem Description -- 1.2.2 Modeling -- 1.3 Demodulation -- 1.3.1 Short-Time Fourier Transform -- 1.3.2 Continuous Wavelet Transform -- 1.3.3 Shallow Neural Network -- 1.4 Discussion -- 1.5 Conclusion -- References -- 2 Coverage Optimization of WSN Based Upon Improved Salp Swarm Algorithm -- 2.1 Introduction -- 2.2 WSN Coverage Model -- 2.2.1 Improved Salp Swarm Algorithm -- 2.2.2 Improved Population Initialization of Logistic Mapping -- 2.2.3 Leader Position Update Improvement Strategy -- 2.2.4 Follower Position Update Improvement Strategy -- 2.3 Covering Optimization Algorithm Design -- 2.4 Simulation Experiment and Analysis -- 2.4.1 Comparison with ABC -- 2.4.2 Comparison with IWOA -- 2.5 Conclusion and Outlook -- References -- 3 Improved Algorithm of FP-Growth Based on Strong Data Correlation -- 3.1 Introduction -- 3.2 FP-Growth Algorithm -- 3.3 Improved FP-Growth Algorithm -- 3.4 Experiment and Analysis -- 3.5 Conclusion -- References -- 4 Multimodal Vehicle Trajectory Prediction with Stacked Attention -- 4.1 Introduction -- 4.2 Target Vehicle Trajectory Prediction -- 4.2.1 Problem Definition -- 4.2.2 Predictive Model Framework -- 4.3 Overall Model -- 4.3.1 Feature Extraction -- 4.3.2 Feature Fusion -- 4.3.3 Trajectory Generation -- 4.4 Experimental Evaluations -- 4.4.1 Datasets -- 4.4.2 Evaluation Metric -- 4.4.3 Training and Implementation Details -- 4.4.4 Results -- 4.5 Conclusion -- References -- 5 Study on Reactive Power Optimization of Distribution Network Considering the Constraint of the Number of Capacitor Actions -- 5.1 Introduction -- 5.2 Reactive Power Optimization Model.
5.3 Recursive Merge Strategy -- 5.4 Expected Characteristic Network -- 5.5 Approximate Equivalent Transformation and Solution of the Model -- 5.5.1 Approximate Equivalent Transformation of the Model -- 5.5.2 Solution of Equivalent Model -- 5.6 Solution Steps of the Reactive Power Optimization Model -- 5.7 Simulation Example -- 5.8 Conclusion -- References -- 6 Kinect-Based Dual-Stream Spatiotemporal Convolution Human Behavior Recognition Technology -- 6.1 Introduction -- 6.2 Human Skeleton Feature Extraction -- 6.2.1 Coordinate Acquisition and Transformation of Coordinates -- 6.2.2 Behavior Feature Extraction of Key Points -- 6.3 Spatiotemporal Convolution Neural Network -- 6.3.1 Spatiotemporal Double Flow Neural Network -- 6.3.2 Improved Spatiotemporal Double Flow Neural Network -- 6.3.3 Residual Connection -- 6.3.4 Overall Identification Network Design -- 6.4 Experiment and Result Analysis -- 6.4.1 Dataset -- 6.4.2 Data Training and Experimental Testing -- 6.4.3 Comparison with Other Methods -- 6.5 Conclusion -- References -- 7 Research on Attitude Control Algorithm of Flexible Free-Floating Space Robot System -- 7.1 Introduction -- 7.2 Kinematics and Dynamics Modeling -- 7.3 Controller Design -- 7.4 Stability Analysis of the SMVS Controller -- 7.5 Numerical Simulation -- 7.6 Conclusion -- References -- 8 Beamforming Antenna Array for Wireless Communications-Based Improved Grey Wolf Optimizer Algorithm -- 8.1 Introduction -- 8.2 Objective Function and LAA Array Factor -- 8.3 Optimization Techniques -- 8.3.1 Grey Wolf Optimization Algorithm (GWO) -- 8.3.2 Improved Grey Wolf Optimization Algorithm (I-GWO) -- 8.4 Optimization Examples -- 8.4.1 Elements Position Optimization -- 8.4.2 Computational Complexity -- 8.5 Conclusion -- References -- 9 Exploration and Analysis of Seizure Spikes Through Spectral Domain Transformation -- 9.1 Introduction. 9.2 Related Work -- 9.3 Methodology -- 9.3.1 Data Acquisition -- 9.3.2 Spectral Transformation -- 9.3.3 EEG Data Analysis -- 9.4 Experimental Analysis -- 9.5 Results and Discussion -- 9.5.1 Magnitude Spectrum Analysis -- 9.5.2 Frequency Spectrum Analysis -- 9.5.3 Correlation Analysis -- 9.6 Conclusion and Future Scope -- References -- Part II Business Intelligence and Decision Making -- 10 Coupling and Coordination Analysis of Big Data and Financial Data in the E-commerce Industry -- 10.1 Introduction -- 10.2 Construction of Evaluation Index System -- 10.2.1 Coupling Coordination Index -- 10.2.2 Design of Evaluation Index System -- 10.3 Measurement and Analysis of the Coordinated Development Level of Financial Data and Big Data of E-commerce Enterprises -- 10.3.1 Data Sources -- 10.3.2 Construction of the Evaluation Model -- 10.3.3 Results and Analysis -- 10.4 Conclusions and Recommendations -- 10.4.1 Conclusion -- 10.4.2 Recommendations -- References -- 11 Research on the Purchase Intention of New Generation Farmers' Internet Financial Products -- 11.1 Introduction -- 11.2 Theoretical Framework and Assumptions -- 11.2.1 Planned Behavior Theory -- 11.2.2 Research Hypothesis -- 11.3 Research Methods -- 11.3.1 Structural Equation Modeling -- 11.3.2 Questionnaire Design and Data Sources -- 11.4 Result Analysis -- 11.4.1 Descriptive Analysis -- 11.4.2 Reliability and Validity Test -- 11.4.3 Hypothesis Testing and Discussion of Results -- 11.5 Conclusions and Countermeasures -- 11.5.1 Analysis Conclusion -- 11.5.2 Suggestions -- References -- 12 WOA-LSTM CSI 500 Forecast Model Based on Baidu Index -- 12.1 Introduction -- 12.2 Model Principle -- 12.2.1 Whale Optimization Algorithm -- 12.2.2 LSTM Neural Network -- 12.3 Data Preprocessing -- 12.3.1 Data Acquisition -- 12.3.2 Data Preprocessing -- 12.4 Empirical Analysis. 12.4.1 WOA-LSTM Time Series Forecasting Model -- 12.4.2 Model Implementation -- 12.4.3 Evaluation Indicators -- 12.4.4 Result Analysis -- 12.5 Conclusion -- References -- 13 Research on the Synchronous Decision-Making of E-commerce Marketing Under the Influence of Various Factors -- 13.1 First Section -- 13.2 Problem Description and Basic Assumptions -- 13.2.1 Problem Description -- 13.2.2 Hypothesis -- 13.2.3 Chaos Web Celebrity E-commerce Marketing System -- 13.3 Chaos Web Celebrity E-commerce Marketing System with Uncertain Parameters and Input Disturbance and Its Pulse Synchronization Policy -- 13.4 Example Analysis -- 13.5 Conclusion -- References -- 14 A Study on Antitrust Regulation of Platform Economy Based on Evolutionary Game -- 14.1 Introduction -- 14.2 Literature Review -- 14.3 Benchmark Model -- 14.3.1 Definition of the Game Subject Subsection Sample -- 14.3.2 Description of the Assumptions and Parameters of the Model -- 14.4 Game Equilibrium Analysis of Evolving Subjects -- 14.4.1 Replication of Dynamic Equations -- 14.4.2 Stability Analysis of Evolutionary Game Models -- 14.4.3 Analysis of Evolutionary Stabilization Strategies -- 14.4.4 Simulation and Analysis of Data -- 14.5 Conclusions and Policy Recommendations -- 14.5.1 Conclusion -- 14.5.2 Recommendation -- References -- 15 A Review of Non-dominating Sorting Algorithms -- 15.1 Introduction -- 15.2 Dominance Relation -- 15.3 Non-dominated Sorting Methods -- 15.4 Categories of NDS -- 15.4.1 Categories -- 15.4.2 Tree-Based NDS -- 15.4.3 FOO -- 15.4.4 Labeling and Deleting-Based NDS -- 15.4.5 Full Objective Sorted List-Based NDS -- 15.4.6 Divide-and-Conquer-Based NDS -- 15.5 Conclusion -- References -- Part III Digital Economy and Digital Technology -- 16 The Impact of Digital Finance on China's Regional Innovation Capabilities-A Spatial Autoregressive Model. 16.1 Introduction and Literature Review -- 16.2 Model and Variable Descriptions -- 16.2.1 Spatial Autocorrelation Test -- 16.2.2 Spatial Autoregressive Model -- 16.2.3 Variable Descriptions -- 16.3 Empirical Analysis -- 16.3.1 Spatial Autocorrelation Test -- 16.3.2 Empirical Results of the SAR Model -- 16.3.3 Robustness Test -- 16.3.4 The Analysis of Heterogeneity -- 16.4 Conclusions and Policy Recommendations -- References -- 17 The Measurement of the Total Factor Productivity of China's Electronic Commerce Industry Based on Global Malmquist Index Method -- 17.1 Introduction -- 17.2 Methodology -- 17.2.1 Global Malmquist Index Method -- 17.2.2 Data -- 17.3 Analysis and Discussion -- 17.4 Conclusion -- References -- 18 Evaluation of International Competitiveness of Patent-Intensive Industries Based on AHP-FCE Model -- 18.1 Introduction -- 18.2 Construction of an Index System of International Competitiveness for Patent-Intensive Industries -- 18.2.1 Construction of Primary Evaluation Index System -- 18.2.2 Principle of Characteristic Root Method for Group Decision-Making -- 18.2.3 Screening of Key Evaluation Indicators -- 18.3 Fuzzy Hierarchical Evaluation of International Competitiveness of Patent-Intensive Industries -- 18.3.1 Principle of Analytic Hierarchy Process -- 18.3.2 The Basic Principle of the Fuzzy Comprehensive Evaluation Method -- 18.4 A Fuzzy Comprehensive Evaluation of International Competitiveness of Patent-Intensive Industries -- 18.4.1 Determination of Evaluation Index Weight by Analytic Hierarchy Process -- 18.4.2 Fuzzy Comprehensive Evaluation of International Competitiveness of Patent-Intensive Industries -- 18.5 Conclusions and Recommendations -- References -- 19 Analysis of the Economic Effects of China-Russia Co-construction of the "Polar Silk Road" Based on the GTAP Model -- 19.1 Introduction -- 19.2 GTAP Model Setting. 19.2.1 Introduction of the GTAP Model. |
| Record Nr. | UNINA-9910886081303321 |
|
Hassanien Aboul Ella
|
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Business Intelligence and Information Technology : Proceedings of BIIT 2022 / / edited by Aboul Ella Hassanien, Dequan Zheng, Zhijie Zhao, Zhipeng Fan
| Business Intelligence and Information Technology : Proceedings of BIIT 2022 / / edited by Aboul Ella Hassanien, Dequan Zheng, Zhijie Zhao, Zhipeng Fan |
| Autore | Hassanien Aboul Ella |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (818 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
ZhengDequan
ZhaoZhijie FanZhipeng |
| Collana | Smart Innovation, Systems and Technologies |
| Soggetto topico |
Computational intelligence
Operations research Business—Data processing Computational Intelligence Operations Research and Decision Theory Business Informatics |
| ISBN | 981-9934-16-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Research on the Incentive Mechanism of Publishing Editors Based on Psychological Contract -- Evaluation of China’s Digital Agriculture Development Level Under the Entropy Method -- Research on Patent Cooperation Network of Patent-Intensive Industries in Heilongjiang Province from the Perspective of Complex Network -- Study of Egg Product Supply Chain Benefit Allocation Based on Fuzzy Shapley Value -- Trilateral Evolutionary Game Analysis of Personal Information Use and Protection in the Digital Economy -- Research on the Evaluation of Tourism Digital Content Marketing Based on PCA-AHP. |
| Record Nr. | UNINA-9910734899103321 |
|
Hassanien Aboul Ella
|
||
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Computational and Strategic Business Modelling : IC-BIM 2021, Athens, Greece / / edited by Damianos P. Sakas, Dimitrios K. Nasiopoulos, Yulia Taratuhina
| Computational and Strategic Business Modelling : IC-BIM 2021, Athens, Greece / / edited by Damianos P. Sakas, Dimitrios K. Nasiopoulos, Yulia Taratuhina |
| Autore | Sakas Damianos P |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (641 pages) |
| Disciplina | 658.47 |
| Altri autori (Persone) |
NasiopoulosDimitrios K
TaratuhinaYulia |
| Collana | Springer Proceedings in Business and Economics |
| Soggetto topico |
Information technology - Management
Business - Data processing Quantitative research Business Process Management Business Informatics Data Analysis and Big Data |
| ISBN | 3-031-41371-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface: 9th International Conference on Business Intelligence and Modelling (IC-BIM) -- Aims and Scope of the Conference -- Topics -- Paper Peer Review -- Thanks -- Conference Details -- Chairs -- Scientific Committee -- Organizing Committee -- Invited Speakers -- Contents -- Part I Digital Marketing and Human Behavior (Ναμoυαπαντήσειo Δαμιανóς) -- Decentralized Payment Networks Digital Marketing Campaigns´ Evaluation Through Estimating Web Page Factors -- 1 Introduction -- 2 Related Background -- 3 Methodology -- 4 Results -- 5 Diagnostic Model -- 6 Dynamic Model -- 7 Conclusions -- 8 Practical Implications -- References -- Modeling Decentralized Payment Services´ Digital Marketing Performance Through Webpage Auditing Strategy -- 1 Introduction -- 2 Related Background -- 3 Methodology -- 4 Results -- 5 Diagnostic Model -- 6 Predictive Model -- 7 Conclusions -- 8 Practical Implications -- References -- Airlines´ Low-Demand Risk Management Implications of COVID-19 Crisis-Induced Immobility Utilizing Big Data -- 1 Literature Review -- 1.1 COVID-19 Effect on Airlines´ Websites´ User Engagement Metrics -- 1.2 Big Data and the Aviation Sector -- 2 Materials and Methods -- 2.1 Problem Formulation and Research Hypotheses -- 2.2 Sample Selection and Data Collection -- 3 Results -- 3.1 Statistical Analysis -- 3.2 Development of a Diagnostic Explanatory Model -- 4 Discussion -- 5 Conclusion -- References -- Reputational Crisis Risk Management: The Immediate Effect of a Plane Crash on Airlines´ Digital Branding -- 1 Literature Review -- 1.1 Reputational Crisis in Air Disasters -- 1.2 Reputational Crisis Effect on Online Customers´ Behavior -- 1.3 Reputational Crisis and Big Data -- 2 Materials and Methods -- 2.1 Problem Formulation and Research Hypotheses -- 2.2 Sample Selection and Data Collection -- 3 Results -- 3.1 Statistical Analysis.
3.2 Development of a Diagnostic Explanatory Model -- 4 Discussion -- 5 Conclusion -- References -- Cruise Industry Crisis Risk Management and Recovery Strategies Utilizing Crowdsourcing Data -- 1 Literature Review -- 1.1 Risk Perceptions Within the Cruise Industry -- 1.2 Recovery Strategies in the Post-Crisis Era -- 1.3 Crowdsourcing Data Within the Cruise Sector -- 2 Materials and Methods -- 2.1 Problem Formulation and Research Hypotheses -- 2.2 Sample Selection and Data Collection -- 3 Results -- 3.1 Statistical Analysis -- 3.2 Development of a Diagnostic Explanatory Model -- 4 Discussion -- 5 Conclusion -- References -- The COVID-19 Crisis Effect on Railways´ Digital Branding: Risk Management Applications Utilizing Big Data -- 1 Literature Review -- 1.1 Risk Management in the Railway Sector -- 1.2 Big Data and the Railway Sector -- 1.3 Customers´ Satisfaction and Social Behavior Within the Railway Sector -- 2 Materials and Methods -- 2.1 Problem Formulation and Research Hypotheses -- 2.2 Sample Selection and Data Collection -- 3 Results -- 3.1 Statistical Analysis -- 3.2 Development of a Diagnostic Explanatory Model -- 4 Discussion -- 5 Conclusion -- References -- The Role of Web Page Auditing in Centralized Payment Networks´ Digital Marketing Enhancement -- 1 Introduction -- 2 Related Background -- 3 Methodology -- 4 Results -- 5 Diagnostic Model -- 6 Hybrid Model -- 7 Conclusions -- 8 Practical Implications -- References -- Effects of Big Data and Web Analytics on the Optimization of Startups´ Branding and Market Share -- 1 Introduction and Hypotheses Developments -- 2 Methodology -- 3 Results -- 3.1 Statistical Analysis -- 3.2 FCM -- 4 Conclusions -- References -- Competitive Differentiation in Airlines´ Mobile Applications with the Assistance of Eye-Tracking Research -- 1 Introduction and Research Hypotheses -- 2 Methodology -- 3 Results. 3.1 Statistical Analysis -- 3.2 Fuzzy Cognitive Map -- 3.3 Neuromarketing Analysis -- 4 Conclusion and Limitations -- References -- Digital Marketing Strategy for Competitive Advantage Acquisition Through Neuromarketing in the Logistics Sector -- 1 Introduction and Research Hypothesis -- 2 Methodology -- 3 Results -- 3.1 Statistical Analysis -- 3.2 Formulation of Fuzzy Cognitive Map -- 3.3 Neuromarketing Analysis -- 4 Conclusion and Limitations -- References -- Social Media Analytics for Customer Satisfaction Based on User Engagement and Interactions in the Tourism Industry -- 1 Introduction and Hypotheses Developments -- 2 Methodology -- 3 Results -- 3.1 Statistical Analysis -- 3.2 FCM -- 4 Conclusions -- References -- Part II Decision Support Systems (DSS) and Business Modelling -- Business Strategy to Increase Profit and Customer Base Using Eco-Advertising, Modeling and Optimization -- 1 Introduction -- 1.1 Ecological Advertising -- 2 Description of Hypothesis and Modeling Process (Table 1) -- 3 Hypothesis -- 4 Methodology -- 5 Hypothesis Trials and Results -- 6 Modeling and Simulation -- 7 Optimization (Fig. 3) -- 8 Conclusion -- References -- Increasing the Use of Social Networks by Businesses and Their Crucial Role in the Creation of Online Stores, Modeling and Opti... -- 1 Introduction -- 1.1 E-Shop -- 2 Description of Hypothesis and Modeling Process (Table 1) -- 3 Hypothesis -- 4 Methodology -- 5 Hypothesis Trials and Results -- 6 Modelling and Simulation -- 7 Optimization (Fig. 3) -- 8 Conclusion -- References -- Social Networks and User Interaction as a Determinant of Business Viability, Modeling, and Optimization -- 1 Introduction -- 1.1 Social Media -- 2 Description of Hypothesis and Modeling Process (Table 1) -- 3 Hypothesis -- 4 Methodology -- 5 Hypothesis Trials and Results -- 6 Modeling and Simulation -- 7 Optimization (Fig. 3). 8 Conclusion -- References -- Energy Saving of an RPAS (Remotely Piloted Aircraft System) Using Solar Panels, Modeling, and Optimization -- 1 Introduction -- 2 Description of Hypothesis and Modeling Process (Table 1) -- 3 Hypothesis -- 4 Methodology -- 5 Hypothesis Trials and Results -- 5.1 Solar Energy -- 5.2 Dynamic Energy -- 5.3 Air Resistance Energy -- 5.4 Thermal Energy -- 6 Modeling and Simulation -- 7 Optimization -- 8 Conclusion -- References -- Energy Saving of a Drone Using a Hydrogen Cell Battery, Modeling, and Optimization -- 1 Introduction -- 2 Description of Hypothesis and Modeling Process (Tables 1 and 2) -- 3 Hypothesis -- 4 Methodology -- 5 Hypothesis Trials and Results -- 5.1 Propeller Energy -- 5.2 Rechargeable Battery Energy -- 5.3 Battery Energy -- 5.4 Hydrogen Cell Battery Energy -- 5.5 Kinetic Energy -- 5.6 Air Resistance Energy -- 5.7 Thermal Energy -- 5.8 Dynamic Energy -- 6 Modeling and Simulation -- 7 Optimization -- 8 Conclusion -- References -- Energy Saving of a Drone in Order to Increase Flight Time and Distance Traveled, Modeling, and Optimization -- 1 Introduction -- 2 Description of Hypothesis and Modeling Process (Table 1) -- 3 Hypothesis -- 4 Methodology -- 5 Hypothesis Trials and Results -- 6 Modeling and Simulation -- 7 Optimization (Fig. 6) -- 8 Conclusion -- References -- Assessment of the Berkeley Solar Drone´s Ability to Save Energy and Assist in the Development of Fifth Generation Mobile Netwo... -- 1 Introduction -- 2 Description of Hypothesis and Modeling Process -- 3 Hypothesis -- 4 Methodology -- 5 Hypothesis Trials and Results -- 6 Modeling and Simulation -- 7 Optimization (Fig. 5) -- 8 Conclusion -- References -- Modeling and Simulation of Examining the Performance of a Drone for Long-Distance Endurance -- 1 Introduction -- 2 Description of Hypothesis and Modeling Process (Table 1) -- 3 Hypothesis. 4 Methodology -- 5 Hypothesis Trials and Results -- 6 Modelling and Simulation -- 7 Optimization (Fig. 4) -- 8 Conclusion -- References -- Part III Business Transformation -- Distance Education and Digital Disruptions in the COVID-19 Era -- 1 Introduction -- 2 Education Models -- 3 New Technologies -- 4 Interaction of Distance Learning and the Teaching Process -- 5 Conclusion -- References -- Motivations of Business Ecosystem Participants for Value Co-creation: An Overview -- 1 Introduction -- 2 Background -- 3 Methodology -- 4 Results -- 5 Conclusions and Future Research -- References -- The Emergence of Business Ecosystems in the Healthcare Industry -- 1 Introduction -- 2 Methodology -- 3 Drivers for Disruption -- 4 Healthcare Business Ecosystems -- 4.1 Medical ``6 Ps´´ Healthcare Ecosystem -- 4.2 Holistic Healthcare Ecosystem -- 5 Discussion -- 6 Conclusions -- References -- The Current State of Artificial Intelligence -- 1 Introduction -- 2 The Three Waves of Artificial Intelligence -- 3 The History of AI´s Achievements -- 4 State-Sponsored Studies on AI in Russia -- 5 Main Directions for Future Work in AI -- 6 Conclusion -- References -- Evaluating an Impact of Digital Transformation -- 1 Introduction -- 2 Effects of Digital Transformation -- 3 Risks of Digital Transformation -- 4 Assessing the Effects of Digital Transformation -- 5 Conclusion -- References -- Part IV 10th Symposium on Management Challenges (IANOS): Crisis Kills or Links? -- Towards the Development of Context-Sensitive Agrifood Entrepreneurial Skills Frameworks -- 1 Introduction -- 2 Identification and Mapping of Entrepreneurial Skills in Three Comprehensive Skills Frameworks: The Cases of O*Net, SCT, and ... -- 3 A Preliminary Review of the Literature on Entrepreneurial Skills in Agrifood Ecosystems -- 4 Discussion -- References. Assessment of the Legal Framework of Greece in Terms of the Applicability of Green Innovation in the Supply Chain Sector. |
| Record Nr. | UNINA-9910838287903321 |
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Sakas Damianos P
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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