Kooperativer Bibliotheksverbund

UID:

Format: XII, 613 p. 170 illus., 131 illus. in color. , online resource.

Edition: 1st ed. 2022.

ISBN: 9783031048197

Series Statement: Lecture Notes in Networks and Systems, 469

Content: This book covers the following main topics: A) information and knowledge management; B) organizational models and information systems; C) software and systems modeling; D) software systems, architectures, applications and tools; E) multimedia systems and applications; F) computer networks, mobility and pervasive systems; G) intelligent and decision support systems; H) big data analytics and applications; I) human-computer interaction; J) ethics, computers and security; K) health informatics; L) information technologies in education; M) information technologies in radio communications; N) technologies for biomedical applications. This book is composed by a selection of articles from The 2022 World Conference on Information Systems and Technologies (WorldCIST'22), held between April 12 and 14, in Budva, Montenegro. WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences, and challenges of modern information systems and technologies research, together with their technological development and applications.

In: Springer Nature eBook

Additional Edition: Printed edition: ISBN 9783031048180

Additional Edition: Printed edition: ISBN 9783031048203

Language: English

DOI: 10.1007/978-3-031-04819-7

URL: https://doi.org/10.1007/978-3-031-04819-7

URL: Volltext  (URL des Erstveröffentlichers)

UID:

Format: 1 online resource (622 pages)

ISBN: 3-031-04819-9

Series Statement: Lecture Notes in Networks and Systems ; v.469

Note: Intro -- Preface -- Contents -- Information and Knowledge Management -- Dynamics of Monitoring and Talent Management -- Abstract -- 1 Introduction -- 2 Methodology: Systematic Literature Review -- 3 Research Model -- 3.1 Constraints Identified in the Literature -- 3.2 Gaps Identify in Systematic Literature -- 4 Model MITEC -- 4.1 Model Structure -- 4.2 List of Actors and Description -- 4.3 High-Level Model Vision MITEC -- 4.4 Definition of Dimension and Indicators -- 5 Conclusion and Future Work -- References -- A Systematic Review of Data Management Platforms -- 1 Introduction -- 1.1 Related Work -- 2 Methodology -- 2.1 Criteria in Detail -- 3 Evaluation -- 4 Conclusion and Future Outlook -- References -- Aspect Based Sentiment Analysis Annotation Methodology for Group Decision Making Problems: An Insight on the Baseball Domain -- Abstract -- 1 Introduction -- 2 Dataset Annotation Methodology -- 2.1 Features -- 2.2 Comparison and Validation -- 2.3 Guidelines -- 3 Case Study -- 3.1 Intermediary Dataset Creation -- 3.2 Features -- 3.3 Specific Situations -- 3.4 Comparison and Validation -- 3.5 Dataset Finalization -- 3.6 Dataset Analysis -- 4 Conclusion -- Acknowledgments -- References -- Determinants of Mobile Wallet Adoption: A Longitudinal Approach Applying an Extension of the Technology Acceptance Model in Cameroon -- Abstract -- 1 Introduction -- 2 Theoretical Development -- 3 Methodology -- 4 Results -- 5 Discussion and Implications -- 6 Conclusions -- References -- A Must Have: Customized Ways to Go for Data Literacy to Further Valuable Deliverables -- Abstract -- 1 Introduction and Motivation: Why Data Literacy? -- 2 Data Literacy Journey -- 3 Research Approach/Planning and Methodology -- 4 Conclusion -- References -- Avionic Software and Agile Development: A Systematic Mapping Study -- Abstract -- 1 Introduction -- 2 Research Method. , 2.1 Definition of Research Questions -- 2.2 Conduct Search for All Papers -- 2.3 Examination of Papers -- 2.4 Keywording of Abstracts and Classification -- 2.5 Limitation and Threats to Validity -- 3 Results: Data Extraction and Mapping -- 4 Discussion -- 5 Conclusion -- References -- Lean Marketing: Application of the Lean Six Sigma to Marketing - Case Study -- Abstract -- 1 Introduction -- 2 Literature Revision -- 2.1 Six Sigma -- 2.2 DMAIC in the Sales Process -- 2.3 Lean Six Sigma -- 2.4 Lean in Sales and Marketing -- 2.5 Marketing -- 2.6 Lean Marketing -- 3 Methodology -- 4 Results -- 5 Conclusions -- References -- Multi-Core Implementation of Geometric Multidimensional Scaling for Large-Scale Data -- 1 Introduction -- 2 Multidimensional Data Visualization -- 3 Geometric MDS for Dimensionality Reduction -- 4 Parallel Implementation of Geometric MDS -- 5 Conclusions -- References -- Innovators and Anti-innovators in the Digital Era - The Persecution of the Innovative by the Less Innovative -- Abstract -- 1 Introduction - The Promise of Digital Transparency and How it Has Brought Additional Conflict -- 2 Ethnographic Narrative Nº1: Fear and Concern -- 3 Interpretation and Discussion -- 4 A Brief Look at the Literature -- 4.1 The Threat by Anti-innovators to Innovators -- 4.2 Positive Responses to Envy and More Negative Environments -- 5 Ethnographic Narrative Nº2: Management Best Practices -- 6 Ethnographic Narrative Nº3: A Feeling Since Childhood -- 7 Concluding Remarks -- References -- Supporting Situational Awareness on Aviation Pilots: Key Insights Affecting the Use of Electronic Flight Bags Devices -- Abstract -- 1 Introduction -- 2 Theoretical Background -- 3 Methodology and Analysis -- 4 Conclusions -- Aknowledgements -- References -- How to Identify Fake News on Social Media: A Systematic Literature Review -- Abstract. , 1 Introduction and Motivation for the Study -- 2 Research Method -- 2.1 Research Design -- 2.2 PRISMA Flowchart -- 2.3 Quality Assessment -- 2.4 Data Extraction -- 3 Results -- 3.1 Quality Assessment Results -- 3.2 Descriptive Analysis -- 4 Discussion -- 4.1 Fake News -- 4.2 Social Media -- 4.3 Influence of Bias -- 4.4 Information Literacy -- 4.5 Guidelines to Determine the Validity of News on Social Media -- 5 Conclusion -- Acknowledgements -- References -- Telco Customer Churn Analysis: Measuring the Effect of Different Contracts -- Abstract -- 1 Introduction -- 2 The Customer Churn Problem -- 3 The Causal Effects -- 3.1 Prediction vs. Causality -- 3.2 Direct Acyclic Graphs -- 3.3 Paradoxes and Adjustment -- 3.4 Matching and Propensity Scores -- 3.5 Measuring the Impact of the Treatment -- 4 Telco Case Study -- 4.1 Dataset Description -- 4.2 Direct Acyclic Graph -- 4.3 MatchIt and Propensity Score -- 5 Causal Effect Calculations -- 6 Conclusion -- References -- More Data Analysis with Citizen Data Scientists? -- Abstract -- 1 Roles in Business Analytics -- 2 Empirical Analysis of the Usage of CDS -- 3 Data Analysis as Part of Functional Jobs -- 4 Conclusion and Future Work -- References -- Improving Document Evolvability Based on Normalized Systems Theory -- 1 Introduction -- 2 Problem Statement -- 3 Normalized Systems Theory -- 3.1 The Basis of the Theory -- 4 Research Goals -- 5 The Architecture -- 5.1 Basics Thoughts -- 5.2 The Workflow -- 5.3 The Evolvability -- 5.4 The Application -- 5.5 Limitations -- 6 Related Work -- 6.1 Document Evolvability -- 6.2 Modularization -- 7 Conclusion -- References -- Modeling Generalization in Domain Taxonomies Using a Maximum Likelihood Criterion -- 1 Introduction -- 2 Method for Generalization -- 2.1 Criterion for Generalization over a Taxonomy. , 2.2 Recursive Algorithm for Maximizing the Likelihood Criterion -- 3 Application to the Analysis of Data Science Research -- References -- Machine Learning Detection for Financial Statement Fraud -- Abstract -- 1 Introduction -- 2 Literature Survey -- 2.1 Sampling Method and Evaluation of Imbalanced Data -- 2.2 Binary Classifier -- 3 Procedure Structure and Methodology -- 4 Analysis of Testing Results -- 4.1 Adopting Financial Datasets for Fraud Detection -- 4.2 Comparison of Model Predictions -- 5 Conclusions -- References -- Is it Trustworthy?: Trusting Clients in a Cloud Based Multi Agent System -- 1 Introduction -- 2 Related Works -- 2.1 Multi Agent System in the Cloud -- 2.2 Trust in the Cloud -- 3 PSO-Trust Model -- 3.1 Particle Swarm Optimization -- 3.2 System Agents -- 3.3 Model Flowchart -- 3.4 Model Presentation -- 4 Evaluation -- 5 Conclusion -- References -- Semantic-Based Image Retrieval Using RS-Tree and Neighbor Graph -- 1 Introduction -- 2 Related Works -- 3 Building Neighbor Graph on RS-Tree Structure -- 3.1 Description of RS-Tree Structure -- 3.2 Preliminary Definitions -- 3.3 Neighbor Graph Structure on RS-Tree -- 3.4 The Algorithm of Building NBGraphRST -- 4 A Semantic-Based Image Retrieval Model Base on NBGraphRST and Ontology -- 4.1 Building Ontology -- 4.2 Model and Algorithm of Image Retrieval System -- 4.3 Content-Based Image Retrieval on the NBGraphRST -- 4.4 The Semantic-Based Image Retrieval Algorithm -- 5 Building an Experimental Application -- 5.1 Experimental Environment -- 5.2 Experimental Evaluation -- 6 Conclusions and Development -- References -- An Improvement Method of Kd-Tree Using k-Means and k-NN for Semantic-Based Image Retrieval System -- 1 Introduction -- 2 Related Works -- 3 A Method of Building iKD-Tree Structure -- 3.1 General Description of iKD-Tree Structure. , 3.2 A Method of Combining k-Means on iKD-Tree Structure -- 3.3 A Method of k-NN Classification on iKD-Tree Structure -- 3.4 Algorithm of Constructing iKD-Tree Structure -- 3.5 Algorithm of Image Classification on iKD-Tree -- 4 A Model of the Semantic-Based Image Retrieval Based on iKD-Tree and Ontology -- 4.1 Experimental Data and Extract Features of Image -- 4.2 Building Ontology of Image Data Set -- 4.3 A Model of Semantic-Based Image Retrieval -- 5 Experiments -- 5.1 Experimental Environment -- 5.2 Experimental Results and Evaluation -- 6 Conclusions and Development -- References -- Step-by-Step Implementation to Position Small Business Services on Google Search Engine -- Abstract -- 1 Introduction -- 2 State of the Art -- 3 Research Method -- 4 Proposal of a Model for the Web Positioning of Small and Medium Sized Companies -- 5 Contributions -- References -- Keeping the Eyes Busy: A Case Study of Disney+ -- Abstract -- 1 Introduction -- 2 A Look at the Literature -- 2.1 Traditional vs Streaming Platforms -- 3 Disney's Hegemony and Disney+ -- 3.1 Features of Disney+ -- 3.2 Evolution of the Platform -- 3.3 Disney+ Versus Other Platforms -- 3.4 Disney+ as a Label: Representing Childhood Memories -- 3.5 Disney+ Business Model and Strategy -- 4 Methodology -- 5 Results and Discussion -- 6 Conclusion and Future Research -- References -- An Exploratory Cross-national Analysis of the Plastic Recycling Industry -- Abstract -- 1 Introduction -- 1.1 Plastic -- 1.2 The Circular Economy -- 2 Methodology -- 3 Current Panorama of Plastic Waste Management in Portugal -- 3.1 From Collection to Recycling -- 4 Germany: Recycling Technology Innovations and Strategies -- 4.1 Germany's Sorting System -- 4.2 Innovation in Technology and Processes -- 5 The Italian Scenario -- 5.1 Organization and Technologies Used in the Area. , 5.2 Major Exponents and Realities in the Territory.

Additional Edition: Print version: Rocha, Álvaro Information Systems and Technologies Cham : Springer International Publishing AG,c2022 ISBN 9783031048180

Language: English