Kooperativer Bibliotheksverbund

UID:

Format: 1 online resource (242 pages)

Edition: 1st ed. 2024.

ISBN: 9783031602153 , 3031602153

Series Statement: Lecture Notes in Networks and Systems, 985

Content: 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.

Note: An Overview on the Use of Machine Learning Algorithms for Identifying Anomalies in Industrial Valves -- Framework for Real-time Predictive Maintenance supported by Big Data Technologies -- Emotional evaluation on open-ended responses with transformer models -- Big data analytics in the supply chain: a bibliometric review of scholarly research from 2012 to 2023 -- Human-machine interface based on electromyographic (EMG) signals aimed at limb rehabilitation for diabetic patients -- Incidence assessment of diabetes by delegation in the United Mexican States applying the multilayer perceptron neural network -- Exploiting Physarum-inspired Vacant Particle Transport Model to Redesign an Enterprise Network -- SIMULATION OF AUTONOMOUS DRIVING SYSTEMS FOR THE CITY OF MACAS USING MATLAB DRIVING SCENARIO DESIGN APP.

Additional Edition: ISBN 9783031602146

Additional Edition: ISBN 3031602145

Language: English

DOI: 10.1007/978-3-031-60215-3

URL: Volltext  (URL des Erstveröffentlichers)

UID:

Format: XXI, 228 p. 73 illus., 66 illus. in color. , online resource.

Edition: 1st ed. 2024.

ISBN: 9783031602153

Series Statement: Lecture Notes in Networks and Systems, 985

Content: 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.

Note: An Overview on the Use of Machine Learning Algorithms for Identifying Anomalies in Industrial Valves -- Framework for Real-time Predictive Maintenance supported by Big Data Technologies -- Emotional evaluation on open-ended responses with transformer models -- Big data analytics in the supply chain: a bibliometric review of scholarly research from 2012 to 2023 -- Human-machine interface based on electromyographic (EMG) signals aimed at limb rehabilitation for diabetic patients -- Incidence assessment of diabetes by delegation in the United Mexican States applying the multilayer perceptron neural network -- Exploiting Physarum-inspired Vacant Particle Transport Model to Redesign an Enterprise Network -- SIMULATION OF AUTONOMOUS DRIVING SYSTEMS FOR THE CITY OF MACAS USING MATLAB DRIVING SCENARIO DESIGN APP.

In: Springer Nature eBook

Additional Edition: Printed edition: ISBN 9783031602146

Additional Edition: Printed edition: ISBN 9783031602160

Language: English

DOI: 10.1007/978-3-031-60215-3

URL: https://doi.org/10.1007/978-3-031-60215-3

UID:

Format: 1 online resource (242 pages)

Edition: 1st ed.

ISBN: 3-031-60215-3

Series Statement: Lecture Notes in Networks and Systems Series ; v.985

Note: Intro -- Preface -- Organization -- Contents -- Big Data Analytics and Applications -- An Overview on the Use of Machine Learning Algorithms for Identifying Anomalies in Industrial Valves -- 1 Introduction -- 2 Methodology for Conducting the SLR -- 3 Summary of the Findings -- 4 Deeper Analysis of the Findings -- 4.1 Datasets -- 5 Conclusions, Limitations and Future Work -- References -- Framework for Real-Time Predictive Maintenance Supported by Big Data Technologies -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 4 Experiments and Results -- 4.1 Dataset -- 4.2 RUL Prediction -- 5 Conclusions -- References -- Emotional Evaluation of Open-Ended Responses with Transformer Models -- 1 Introduction -- 2 Related Work -- 3 Objectives -- 4 Proposed Method -- 4.1 Prompt Engineering -- 4.2 Use of GPT-3.5 -- 4.3 Use of SpaCy -- 5 Experiments and Results -- 5.1 Emotion Analysis -- 5.2 Polarity Analysis -- 6 Conclusions -- References -- Big Data Analytics in the Supply Chain: A Bibliometric Review of Scholarly Research from 2012 to 2023 -- 1 Introduction -- 2 Big Data Analytics in the Supply Chain -- 3 Methodology -- 4 Results -- 5 Discussion and Implications -- 6 Conclusions -- References -- Human-Machine Interface Based on Electromyographic (EMG) Signals Aimed at Limb Rehabilitation for Diabetic Patients -- 1 Introduction -- 2 State of Art -- 3 Justification of the Study -- 4 Materials and Methods -- 5 Results -- 6 Conclusion -- References -- Incidence Assessment of Diabetes by Delegation in the United Mexican States Applying the Multilayer Perceptron Neural Network -- 1 Introduction -- 2 Materials and Methods -- 2.1 Healthcare System -- 2.2 Use of Data with Neural Network -- 3 Results -- 4 Conclusion -- References -- Computer Networks, Mobility and Pervasive Systems. , Exploiting Physarum-Inspired Vacant Particle Transport Model to Redesign an Enterprise Network -- 1 Introduction -- 2 Background -- 3 Modeling Enterprise Network Redesign Through Vacant Particle Transportation Model -- 4 Computational Flow of the Proposed Redesign Process -- 5 Results and Discussion -- 5.1 Behavior of the Proposed Redesign Algorithm -- 6 Conclusion -- References -- Simulation of Autonomous Driving Systems for the City of Macas Using Matlab Driving Scenario Design App -- 1 Introduction -- 2 Methodology -- 3 Development -- 4 Results -- 5 Discussion -- 6 Conclusions -- References -- Efficient Implementation of a GNSS Base Station with RTK Receiver for Topography -- 1 Introduction -- 2 Materials and Methods -- 2.1 GNSS Devices -- 2.2 Programming and Configuration of Components -- 3 Results and Discussion -- 3.1 System Tests -- 3.2 Results Analysis -- 4 Conclusions -- References -- Refining Cyber Situation Awareness with Honeypots in Case of a Ransomware Attack -- 1 Introduction -- 2 Ransomware -- 2.1 Taxonomy of a Ransomware Attack -- 3 Capabilities of Honeypot Technology in Ransomware Detection -- 4 Construction -- 5 Results -- 6 Conclusion -- References -- Machine Learning for Forensic Occupancy Detection in IoT Environments -- 1 Introduction -- 2 Related Work -- 3 Study Description -- 3.1 Dataset -- 3.2 Exploratory Data Analysis -- 4 Outlier Detection and Treatment -- 4.1 Data Preprocessing -- 4.2 Data Normalization -- 4.3 Model Evaluation -- 5 Discussion of Results -- 6 Limitations -- 7 Conclusion -- References -- Advancing Cardiovascular Imaging: Deep Learning-Based Analysis of Blood Flow Displacement Vectors in Ultrasound Video Sequences -- 1 Introduction -- 2 Materials and Methods -- 2.1 Materials -- 2.2 Methods -- 2.3 Metrics -- 3 Experiment and Results -- 3.1 Region of Interest Selection Results. , 3.2 Results of the Dense Optical Flow Automatic Annotation -- 3.3 Results of the DL Blood Displacement Vectors Estimation -- 4 Conclusion -- References -- Ethics, Computers and Security -- Artificial Intelligence Cyberattacks in Red Teaming: A Scoping Review -- 1 Introduction -- 2 Methodology -- 3 Results -- 3.1 Attack Methods -- 3.2 Attack Targets -- 3.3 Summaries -- 4 Conclusion -- References -- Third-Party Data Leaks in the Websites of Finnish Social and Healthcare Districts -- 1 Introduction -- 2 Previous Research -- 3 Methodology and Study Setting -- 4 Results -- 5 Discussion -- 6 Conclusions -- References -- A Model for Assessing the Adherence of E-Identity Solutions to Self-Sovereign Identity -- 1 Introduction -- 2 Methodology -- 3 A Model to Assess Self-Sovereign Identity Solutions -- 4 Assessment of VIDchain -- 5 Discussion of the Results -- 6 Limitations and Conclusions -- References -- S.O.S. - My Grandparents: Using the Concepts of IoT, AI and ML for the Detection of Falls in the Elderly -- 1 Introduction -- 2 The Study of Specialized Literature -- 3 Materials and Methods -- 4 Implementation, Results and Discussions -- 5 Conclusions -- References -- Ethics and Security in the Era of Big Data: Innovative Challenges and Educational Strategies -- 1 Introduction -- 2 Background -- 2.1 The Ethical Landscape -- 2.2 Human Nature Theory in IT Education -- 2.3 Developing Capabilities for Ethical IT Practice -- 2.4 Application of Ethical Theories to Big Data Challenges -- 2.5 Curricular Innovations for Ethical Big Data Use -- 3 Methodology -- 4 Results -- 4.1 Curriculum -- 4.2 Survey Results -- 4.3 Integration of Ethical Theories and Security Practices -- 4.4 Preparedness for Future Challenges -- 5 Discussion -- 6 Conclusions -- References -- Human-Computer Interaction. , Farming and Automation. How Professional Visions Change with the Introduction of ICT in Greenhouse Cultivation -- 1 Introduction -- 2 Rationale -- 3 Related Work -- 4 Background -- 5 Theoretical Framework -- 6 The Interviews -- 6.1 Results -- 6.2 Discussion -- 7 Conclusions -- References -- Implementation Human-Computer Interaction on the Internet of Things Technologies: A Bibliometric Analysis -- 1 Introduction -- 2 Materials and Methods -- 2.1 Search Execution -- 3 Results and Discussion -- 3.1 General Information on the Domain -- 3.2 Annual Scientific Production in the Domain -- 3.3 Universities and Research Centers Are Prominent in the Domain -- 3.4 Productivity of Countries in the Domain -- 3.5 Thematic Evolution in the Domain -- 4 Conclusions -- References -- Sustainability and Usability Evaluation of E-Commerce Portals -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion and Conclusion -- References -- Who is Really Happier? Re-examining the Portrayal of Happiness on Social Media and the Persistence of Misperception -- 1 Introduction -- 2 Methodology -- 2.1 Participants and Procedure -- 2.2 Measures -- 3 Results -- 3.1 Descriptive Statistics -- 3.2 Correlations Amongst Self-reported Happiness, Perceived Happiness, Discrepancy of Happiness, Gender and Age -- 3.3 Gender and Age Variations in Self-reported and Perceived Happiness -- 3.4 Happiness Misperception in the Sample as a Whole -- 3.5 Happiness Misperception Across Gender Groups -- 3.6 Happiness Misperception Across Age Groups -- 3.7 Happiness Misperception Across Age and Gender -- 4 Discussion -- 5 Conclusion -- References -- Author Index.

Additional Edition: ISBN 3-031-60214-5

Language: English