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Record Nr. |
UNISA996495560403316 |
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Titolo |
Doctoral symposium on information and communication technologies : second Doctoral Symposium, DSICT 2022, Manta, Educador, October 12-14, 2022, proceedings / / Karina Abad and Santiago Berrezueta (editors) |
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Pubbl/distr/stampa |
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Cham, Switzerland : , : Springer, , [2022] |
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©2022 |
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ISBN |
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Descrizione fisica |
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1 online resource (235 pages) |
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Collana |
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Communications in computer and information science ; ; Volume 1647 |
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Disciplina |
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Soggetti |
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Information technology |
Telecommunication |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Intro -- Preface -- Organization -- Contents -- Evaluating University Students' Information Literacy: An Approach from Task-Based Test Execution -- 1 Introduction -- 2 Methodology/Approach -- 3 Results -- 3.1 What is the Degree of Competence Students Have When Managing Information? -- 3.2 What is the Degree of Competence Students Have When Searching for and Locating Information? -- 3.3 Do Students Have the Skills Necessary to Evaluate or Distinguish One Source of Academic Information from Another? -- 3.4 What is the Degree of Competence Students Possess in Order to Manage a Significant Amount of Information? -- 3.5 What is the Degree of Competence Students Have in Order to Share the Knowledge They Produce, in an Appropriate Way? -- 4 Discussion and Conclusions -- References -- Teaching Digital Competence in Higher Education. A Comprehensive Scientific Mapping Analysis with Rstudio -- 1 Introduction -- 2 Method -- 3 Results -- 3.1 Scientific Production per Year -- 3.2 Related Scientific Production by Author, Affiliation, and Country -- 3.3 Data Sources -- 3.4 Authors -- 3.5 Collaboration Networks -- 3.6 Affiliation of Institutions -- 4 Discussion -- 5 Conclusions -- References -- Decision Making by Applying Z-Numbers -- 1 Introduction -- 2 Background Information -- 2.1 Essential |
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Definitions -- 2.2 Z-Numbers -- 2.3 Decision-Making -- 3 Methodology -- 3.1 Build the Fuzzy Decision-Making Matrix -- 3.2 Convert Linguistic Value into Numerical Value -- 3.3 Normalize the Fuzzy Decision-Making Matrix -- 3.4 Convert the Z-Numbers to Crisp Number -- 3.5 The Weight of Alternatives -- 4 Illustrative Example -- 5 Discussion and Conclusions -- References -- Comparative Analysis of the Performance of Machine Learning Techniques Applied to Real and Synthetic Fraud-Oriented Datasets -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Dataset Selection. |
3.2 Generating Synthetic Data -- 3.3 Topic Modeling and Classification Methods Used in Real and Synthetic Datasets -- 4 Results -- 5 Conclusions -- References -- Academic Management in Higher Education 4.0 Facing the Challenges of Industry 4.0 -- 1 Introduction -- 2 Literature Review -- 2.1 The Arrival of the Fourth Industrial Revolution or Industry 4.0 -- 2.2 Education 4.0 -- 2.3 Higher Education 4.0 and Open Innovation -- 2.4 Academic Management 4.0 in Higher Education -- 3 Methodology -- 4 Results and Discussion -- 4.1 Component: Competencies -- 4.2 Component: Learning Methods -- 4.3 Component: Information and Communication Technologies -- 4.4 Component: Infrastructure -- 5 Conclusions -- References -- Linear Regression Analysis of Heart Rate While Learning the Soccer Technique of Driving. A Case Study -- 1 Introduction -- 2 Methods and Materials -- 2.1 Competitor -- 2.2 Type of Study -- 2.3 Procedure -- 3 Description and Development of the Application -- 4 Results -- 4.1 Based on Linear Regression Analysis -- 4.2 Based on the Heart Rate Data Obtained in the Training Sessions -- 4.3 Based on the Scenarios Established by Time -- 5 Discussion -- References -- Optimization Models Used in Water Allocation Problems in River Basin with Reservoirs: A Systematic Review -- 1 Introduction -- 2 Materials and Methods -- 3 Results and Discussion -- 3.1 Research Questions -- 4 Conclusions -- References -- Factors that Limit the Achievement of Learning in Telemedicine of Health Professionals in Peru -- 1 Introduction -- 2 Methodology -- 2.1 Research Design and Population Under Study -- 2.2 Variables -- 2.3 Data Collection Procedure -- 2.4 Statistical Analysis -- 2.5 Ethical Considerations -- 3 Results -- 4 Discussion -- 5 Conclusions and Future Steps -- 5.1 Conclusions -- 5.2 Future Steps -- Appendix -- References. |
Multimodal Deep Learning for Crop Yield Prediction -- 1 Introduction -- 1.1 Theoretical Framework -- 1.2 Literature Review -- 2 Materials and Methods -- 2.1 Research Methodology -- 2.2 Research Question -- 2.3 Research Objectives -- 2.4 Justification -- 2.5 Experiments -- 3 Results -- 4 Discussion -- 5 Conclusions -- References -- Augmented Reality for Real-Time Control of a Robotic Arm with IoT Connection -- 1 Introduction -- 2 State of the Art -- 3 Technological Framework -- 3.1 Hardware Used -- 3.2 Software Used -- 4 Implementation of the Proposed Solution -- 4.1 Hardware Architecture -- 4.2 Software Architecture -- 5 Operation of the System -- 6 Results -- 7 Conclusions -- References -- Development of an IoT-Based Precision Agriculture System for Strawberry Plantations in Guamote Ecuador -- 1 Introduction -- 2 Information and Communication Technologies Applied to Precision Agriculture -- 3 Development of Precision Agriculture System for Strawberry Plantations -- 3.1 Analyzed Parameters for Strawberry Plantations -- 3.2 PAS Requirements for Strawberry Plantations in Guamote Ecuador -- 3.3 Architecture of Precision Agriculture System Using IoT -- 3.4 Precision Agriculture Parameter Measurement IoT Node -- 3.5 Precision Agriculture Parameters Measurement Algorithm - Field IoT Node -- 3.6 Management Algorithm for Monitoring and Analysis of PAP - LoRa |
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Gateway Concentrator Node -- 3.7 Management and Monitoring System -- 4 Analysis of Experimental Results -- 4.1 Measurement of Temperature, Humidity and CO2 -- 4.2 Optimization Alternatives for IoT-Based Precision Agricultural System -- 5 Conclusions -- References -- Cancer Detection Based on Electrical Properties of Tissues -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion and Conclusion -- References. |
Artificial Intelligence Applied to Video Game for Detection of Mild Cognitive Impairment -- 1 Introduction -- 1.1 Principal Contributions -- 1.2 Our Contribution -- 2 Methodology -- 2.1 Sampling Description -- 2.2 Strategies: Neurocity -- 2.3 Machine Learning Algorithms -- 3 Numerical Results -- 4 Conclusions -- References -- YouTube and Instagram Applied to e-Learning -- 1 Introduction -- 2 Literature Review -- 2.1 Teaching Resources -- 2.2 Social Media -- 3 Methodology -- 4 Findings/Results -- 4.1 Create Content for YouTube and Instagram -- 4.2 Motivation for Stream Content in YouTube e Instagram -- 4.3 Resource Use in the Classroom -- 4.4 YouTube e Instagram Use for Classes -- 4.5 Strengths When Using YouTube e Instagram in Classes -- 5 Discussion -- 6 Conclusion -- References -- Identifying the Political Tendency of Social Bots in Twitter Using Sentiment Analysis: A Use Case of the 2021 Ecuadorian General Elections -- 1 Introduction -- 2 Related Work -- 2.1 Sentiment Analysis -- 2.2 Bots Detection -- 3 Methodology -- 3.1 Data Collection -- 3.2 Data Pre-procesing -- 3.3 Sentiment Analysis -- 3.4 Bots Detection -- 4 Results and Discussion -- 4.1 Statistical Information -- 4.2 Word Cloud Analysis -- 4.3 Sentiment and Polarity Score -- 4.4 Bots Detection Results -- 5 Conclusion and Future Work -- References -- Implementation of a Lightweight CNN for American Sign Language Classification -- 1 Introduction -- 2 Related Works -- 2.1 Classification Techniques for Sign Language Recognition -- 2.2 Efficient Nets -- 2.3 Transfer Learning -- 3 Methodology -- 3.1 Dataset -- 3.2 NN Architecture -- 3.3 Base Model -- 3.4 System Design -- 3.5 Hyperparameter Tunning. -- 4 Results and Discussion -- 5 Conclusion and Future Works -- References -- Use and Product Quality of Brain-Computer Interface (BCI) Systems: A Systematic Literature Review -- 1 Introduction. |
2 Related Work -- 3 The Systematic Literature Review -- 3.1 Planning the Review -- 3.2 Conducting the Review -- 3.3 Results of the Systematic Review -- 4 Conclusions and Future Work -- References -- Author Index. |
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