Kooperativer Bibliotheksverbund

UID:

Umfang: 1 online resource (326 pages)

Ausgabe: 1st ed. 2024.

ISBN: 9783031602276 , 3031602277

Serie: Lecture Notes in Networks and Systems, 989

Inhalt: This book is composed by a selection of articles from the 12th World Conference on Information Systems and Technologies (WorldCIST'24), held between 26 and 28 of March 2024, at Lodz University of Technology, Lodz, Poland. 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. The main and distinctive topics covered are: 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 Radiocommunications; and N) Technologies for Biomedical Applications. The primary market of this book are postgraduates and researchers in Information Systems and Technologies field. The secondary market are undergraduates and professionals as well in Information Systems and Technologies field.

Anmerkung: Implementing Scaled Agile Framework Methodology Principles in the Quality Assurance Process -- Using Knowledge Graph And Kd Tree Random Forest For Image Retrieval -- Blockchain in the Portuguese public electronic service -- Social Media Use How is critical consumption of news impacting voting persuasion in Angola -- Exploring the Performance of Large Language Models for Data Analysis Tasks through the CRISP DM Framework -- Analyzing Project Managers Organizational Commitment A Big Data Approach to Understanding Managerial Engagement -- Low cost system for monitoring water quality parameters in lentic and lotic ecosystems -- A Unified Approach to Real Time Public Transport Data Processing.

Weitere Ausg.: ISBN 9783031602269

Weitere Ausg.: ISBN 3031602269

Sprache: Englisch

DOI: 10.1007/978-3-031-60227-6

URL: Volltext  (URL des Erstveröffentlichers)

UID:

Umfang: 1 online resource (326 pages)

Ausgabe: 1st ed.

ISBN: 3-031-60227-7

Serie: Lecture Notes in Networks and Systems Series ; v.989

Anmerkung: Intro -- Preface -- Organization -- Contents -- Organizational Models and Information Systems -- Implementing Scaled Agile Framework Methodology Principles in the Quality Assurance Process -- 1 Introduction -- 2 Literature Review -- 3 Structured Methodology for Implementing SAFe Principles in QA -- 3.1 Area 1 - Team Increment -- 3.2 Area 2 - System Increment -- 3.3 Area 3 - Solution Increment -- 3.4 Area 4 - Release Increment -- 4 Implementing SAFe Principles in QA - Case Study -- 4.1 Area 1 - Team Increment -- 4.2 Area 2 - System Increment -- 4.3 Area 3 - Solution Increment -- 4.4 Area 4 - Release Increment -- 5 Discussion -- 6 Conclusion -- References -- Using Knowledge Graph and KD-Tree Random Forest for Image Retrieval -- 1 Introduction -- 2 Related Works -- 3 Proposed Theoretical -- 3.1 A KD-Tree Random Forest for Visual Relationship Classification -- 3.2 Process of Building Relationship Graph -- 3.3 Process of Building Knowledge Graph -- 4 A Model of Proposed Image Retrieval -- 5 Experiment and Evaluate Results -- 6 Conclusion and Development Orientation -- References -- Blockchain in the Portuguese Public Electronic Service -- 1 Introduction -- 2 Blockchain in Portuguese Electronic Service -- 3 Method and Strategic Areas -- 3.1 Spatial -- 3.2 Demography -- 3.3 Health -- 3.4 Water -- 3.5 Energy -- 3.6 Mobility -- 3.7 Climate and Meteorology -- 4 Discussion -- 5 Conclusion -- References -- Social Media Use: How Does Critical Consumption of News Impact Voting Persuasion in Angola? -- 1 Introduction -- 2 Political Participation -- 3 Hypotheses Development -- 3.1 Critical Consumption and News Exposure -- 3.2 News Exposure and Voting Persuasion -- 3.3 Age and Voting Persuasion -- 4 Methodology -- 5 Results -- 5.1 Multigroup Analysis -- 6 Discussion -- 7 Conclusions -- References. , Exploring the Performance of Large Language Models for Data Analysis Tasks Through the CRISP-DM Framework -- 1 Introduction -- 2 Literature Review -- 2.1 CRISP-DM -- 2.2 Large Language Models -- 3 Methodology -- 4 Results -- 4.1 Discussion -- 4.2 Main Contributions -- 5 Conclusion -- References -- An Exploratory Big Data Approach to Understanding Commitment in Projects -- 1 Introduction -- 2 Review of Literature -- 3 Research Methodology -- 4 Findings -- 5 Future Research Directions -- 6 Conclusion -- References -- Low-Cost System for Monitoring Water Quality Parameters in Lentic and Lotic Ecosystems -- 1 Introduction -- 2 State of the Art -- 3 Requirements Analysis -- 4 Implementation -- 5 Simulation and Testing -- 6 Conclusions and Future Work -- References -- A Unified Approach to Real-Time Public Transport Data Processing -- 1 Introduction -- 2 Transport Systems Structure Modeling -- 3 Proposed Solution -- 4 Results and Evaluation -- 5 Discussion -- 6 Conclusion -- References -- Proportional Integral and Derivative Auto Tuning of Industrial Controllers Using the Relay Feedback Method -- 1 Introduction -- 2 Methodology -- 2.1 Data Collection -- 2.2 Generation of the Mathematical Model of the Level Process -- 3 Analysis and Results -- 4 Conclusions -- References -- Reinforcement Learning for Process Mining: Business Process Optimization -- 1 Introduction -- 2 Data Description -- 2.1 Event Log Structure -- 2.2 Select a Bottleneck State -- 2.3 Apply the Absorption State Effect -- 2.4 Generate the Source and Target Activities from the Log Event -- 2.5 Eliminate Short-Path Cases and Calculate the Transition Probability -- 3 Methodology -- 3.1 Q-Learning Algorithm -- 3.2 Deep Q-Network Algorithm -- 4 Results -- 5 Conclusion -- References -- SAMSEF: An Agile Software Maintenance Leveraging Scrum Framework for Improved Efficiency and Effectiveness. , 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Empirical Study -- 3.2 Proposed Framework -- 3.3 Case Study -- 4 Findings -- 5 Conclusion -- References -- Software and Systems Modeling -- Distribution of Invalid Users on an SSH Server -- 1 Introduction -- 2 Theory -- 3 Methods -- 4 Dataset -- 5 Model Development -- 6 Results -- 7 Security Solution -- 8 Discussion and Conclusions -- References -- BERT Transformers Performance Comparison for Sentiment Analysis: A Case Study in Spanish -- 1 Introduction -- 1.1 General Objective -- 1.2 Specific Objectives -- 2 Background -- 2.1 Encoder -- 2.2 Decoder -- 2.3 Attention -- 2.4 BERT Versions -- 3 Related Works -- 4 Experimentation -- 5 Analysis of the Results -- 6 Conclusions -- References -- Open Software Catalogue - Supporting the Management of Research Software -- 1 Introduction -- 2 Background -- 3 Research Software -- 3.1 Issues and Problems -- 4 Overview of Existing Solutions -- 5 Open Software Catalogue -- 5.1 Solution -- 6 Conclusions -- References -- Semantic Analysis of API Blueprint and OpenAPI Specification -- 1 Introduction -- 2 Research Overview -- 2.1 Technological Background -- 2.2 Related Work -- 3 Implementation -- 3.1 Semantic Analysis -- 3.2 Mapping of apib to oas -- 4 Evaluation and Discussion -- 5 Conclusion -- References -- Classification Model for the Detection of Anxiety in University Students: A Case Study at UNMSM -- 1 Introduction -- 2 Background and Related Work -- 3 Methodology -- 3.1 Data Preparation -- 3.2 Preprocessing -- 3.3 Training -- 3.4 Hyperparameter Setting -- 4 Analysis and Interpretation of Results -- 5 Discussion -- 6 Ethical Considerations -- 7 Conclusions and Future Works -- References -- Synergizing First-Principles and Machine Learning: Predicting Steel Flatness in the Era of Digital Twins and Physics-Informed Intelligence -- 1 Introduction. , 2 Basics of Strip Flatness -- 3 Digital Twin System -- 4 Flatness Prediction Algorithm -- 4.1 First Principle Models -- 4.2 Resulting Prediction Model -- 4.3 Sensitivity Analysis -- 5 Summary -- References -- Software Systems, Architectures, Applications and Tools -- Solving the Relational Data Access Problem with Data Access Services -- 1 Introduction -- 2 Data Access Services -- 2.1 Query Service -- 2.2 Command Service -- 2.3 Repository Service -- 3 Reference Engine -- 3.1 Service Builder -- 3.2 Service Engine -- 4 Complexity Scale -- 5 Complexity Test -- 5.1 Test Service -- 5.2 Test Result -- 6 Advantages -- 7 Summary -- References -- Baseline Proposal of User Experience Practices in the Software Engineering Process: Global MVM Case -- 1 Introduction -- 2 Methodology -- 3 Background -- 4 Solution -- 4.1 Diagnostic -- 4.2 Baseline Construction -- 5 Results -- 5.1 Expert Evaluation -- 5.2 Validation of UX Practices -- 6 Conclusions -- References -- Exploring the Convolutional Neural Networks Architectures for Quadcopter Crop Monitoring -- 1 Introduction -- 2 Literature Review -- 3 Materials and Methods -- 4 Results and Findings -- 5 Conclusion -- References -- The State of Smalltalk to Java Transformation: Approaches Review -- 1 Introduction -- 2 About Languages -- 2.1 Smalltalk -- 2.2 Java -- 2.3 Language Differences -- 3 Previous Work -- 3.1 Foundations -- 3.2 Transformation via Translation -- 3.3 Alternative Solutions -- 4 Comparisons -- 5 Conclusion -- References -- A Self-adaptive HPL-Based Benchmark with Dynamic Task Parallelism for Multicore Systems -- 1 Introduction -- 2 Background -- 2.1 Linpack Benchmark -- 2.2 Eigen Library -- 3 Related Work -- 4 SA-HPL for Multicore Systems -- 5 Experiments and Evaluations -- 5.1 Baseline and Self-adaptive Scheduling -- 6 Conclusion and Future Work -- References. , Computer Systems Analysis Focused on the Detection of Violence Against Women: Challenges in Data Science -- 1 Introduction -- 1.1 Study Contribution -- 2 Materials and Methods -- 2.1 Research Questions -- 2.2 Selection Criteria -- 2.3 Inclusion Criteria -- 2.4 Exclusion Criteria -- 3 Results -- 3.1 Analysis of Relevant Findings -- 4 Discussion -- 5 Conclusions -- References -- Azure Kubernetes Services WebRouting AddOn -- 1 Introduction -- 2 Azure Kubernetes Services -- 2.1 General Kubernetes Concepts -- 2.2 Azure Kubernetes Services and NGINX Ingress Controller -- 2.3 Other Azure Concepts -- 3 Experimental Setup and Benefits -- 4 Web Application with WebRouting AddOn -- 4.1 User Experience -- 4.2 Web Application Routing Deployment -- 4.3 Grant Permission for Web Application Routing -- 4.4 Demo Start -- 5 Conclusions -- References -- Clustering and Optimization Algorithms to Enable Reliable 6G Mobile Molecular Communications -- 1 Introduction -- 2 State of the Art on Mobile Molecular Communications -- 3 Achieving Reliable Massive Mobile Molecular Communications -- 3.1 Evaluation of the Distribution and Position of Biomachines -- 3.2 Identity Management and Tracking: Reliable Communications -- 4 Experimental Validation: Simulation and Results -- 5 Conclusions and Future Works -- References -- Security Assessment of an Internet of Things Device -- 1 Introduction -- 1.1 Current Insights in Internet of Things Security -- 1.2 Paper Objectives and Structure -- 2 Vulnerability Assessment of the IoT Device -- 2.1 Research Methodology -- 2.2 Uncovering the Credentials Through a Brute-Force Attack -- 2.3 Reverse Engineering the Firmware -- 3 Automation Proof of Concept Application -- 3.1 Security Assessment Application -- 3.2 Validation of the Proposed Investigation -- 4 Conclusions -- 4.1 Paper Contributions -- 4.2 Future Directions of Development. , References.

Weitere Ausg.: ISBN 3-031-60226-9

Sprache: Englisch

UID:

Umfang: XXI, 310 p. 130 illus., 94 illus. in color. , online resource.

Ausgabe: 1st ed. 2024.

ISBN: 9783031602276

Serie: Lecture Notes in Networks and Systems, 989

Inhalt: This book is composed by a selection of articles from the 12th World Conference on Information Systems and Technologies (WorldCIST'24), held between 26 and 28 of March 2024, at Lodz University of Technology, Lodz, Poland. 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. The main and distinctive topics covered are: 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 Radiocommunications; and N) Technologies for Biomedical Applications. The primary market of this book are postgraduates and researchers in Information Systems and Technologies field. The secondary market are undergraduates and professionals as well in Information Systems and Technologies field.

Anmerkung: Implementing Scaled Agile Framework Methodology Principles in the Quality Assurance Process -- Using Knowledge Graph And Kd Tree Random Forest For Image Retrieval -- Blockchain in the Portuguese public electronic service -- Social Media Use How is critical consumption of news impacting voting persuasion in Angola -- Exploring the Performance of Large Language Models for Data Analysis Tasks through the CRISP DM Framework -- Analyzing Project Managers Organizational Commitment A Big Data Approach to Understanding Managerial Engagement -- Low cost system for monitoring water quality parameters in lentic and lotic ecosystems -- A Unified Approach to Real Time Public Transport Data Processing.

In: Springer Nature eBook

Weitere Ausg.: Printed edition: ISBN 9783031602269

Weitere Ausg.: Printed edition: ISBN 9783031602283

Sprache: Englisch

DOI: 10.1007/978-3-031-60227-6

URL: https://doi.org/10.1007/978-3-031-60227-6