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Big Data - BigData 2021 [electronic resource] : 10th International Conference, Held as Part of the Services Conference Federation, SCF 2021, Virtual Event, December 10-14, 2021, Proceedings / edited by Jinpeng Wei, Liang-Jie Zhang.

Contributor(s): Wei, Jinpeng [editor.] | Zhang, Liang-Jie [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Information Systems and Applications, incl. Internet/Web, and HCI: 12988Publisher: Cham : Springer International Publishing : Imprint: Springer, 2022Edition: 1st ed. 2022.Description: XIII, 121 p. 59 illus., 45 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030962821.Subject(s): Big data | Computer networks  | Computer engineering | Coding theory | Information theory | Artificial intelligence | Big Data | Computer Communication Networks | Computer Engineering and Networks | Coding and Information Theory | Artificial IntelligenceAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 005.7 Online resources: Click here to access online
Contents:
Research Track -- A Combination of Resampling and Ensemble Method for Text Classification on Imbalanced -- Validating Business Problem Hypotheses: A Goal-Oriented and Machine Learning-Based Approach -- Application Track -- Safety Application Platform of Energy Production Surveillance based on Data Flow -- Digital Transformation Method for Healthcare Data -- Citizens' Continuous-use Intention to Open Government Data: Empirical Evidence from China -- Industrial control system attack detection model based on Bayesian network and Timed automata -- System Design on Flood Control Disaster Reduction System for Emergency Management based on BDS -- Short Paper Track -- Demystifying Metaverse as a New Paradigm of Enterprise Digitization.
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 10th International Conference on Big Data, BigData 2021, held online as part of SCF 2021, during December 10-14, 2021. The 6 full and 2 short papers presented were carefully reviewed and selected from 53 submissions. The topics covered are Big Data Architecture, Big Data Modeling, Big Data As A Service, Big Data for Vertical Industries (Government, Healthcare, etc.), Big Data Analytics, Big Data Toolkits, Big Data Open Platforms, Economic Analysis, Big Data for Enterprise Transformation, Big Data in Business Performance Management, Big Data for Business Model Innovations and Analytics, Big Data in Enterprise Management Models and Practices, Big Data in Government Management Models and Practices, and Big Data in Smart Planet Solutions. .
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Research Track -- A Combination of Resampling and Ensemble Method for Text Classification on Imbalanced -- Validating Business Problem Hypotheses: A Goal-Oriented and Machine Learning-Based Approach -- Application Track -- Safety Application Platform of Energy Production Surveillance based on Data Flow -- Digital Transformation Method for Healthcare Data -- Citizens' Continuous-use Intention to Open Government Data: Empirical Evidence from China -- Industrial control system attack detection model based on Bayesian network and Timed automata -- System Design on Flood Control Disaster Reduction System for Emergency Management based on BDS -- Short Paper Track -- Demystifying Metaverse as a New Paradigm of Enterprise Digitization.

This book constitutes the refereed proceedings of the 10th International Conference on Big Data, BigData 2021, held online as part of SCF 2021, during December 10-14, 2021. The 6 full and 2 short papers presented were carefully reviewed and selected from 53 submissions. The topics covered are Big Data Architecture, Big Data Modeling, Big Data As A Service, Big Data for Vertical Industries (Government, Healthcare, etc.), Big Data Analytics, Big Data Toolkits, Big Data Open Platforms, Economic Analysis, Big Data for Enterprise Transformation, Big Data in Business Performance Management, Big Data for Business Model Innovations and Analytics, Big Data in Enterprise Management Models and Practices, Big Data in Government Management Models and Practices, and Big Data in Smart Planet Solutions. .

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