Kooperativer Bibliotheksverbund

UID:

Format: XVI, 705 p. 191 illus., 138 illus. in color. , online resource.

Edition: 1st ed. 2022.

ISBN: 9783030826161

Series Statement: Lecture Notes in Networks and Systems, 299

Content: This book sheds light on the emerging research trends in intelligent systems and their applications. It mainly focuses on three different themes, including software engineering, ICT in education, and management information systems. Each chapter contributes to the aforementioned themes by discussing the recent design, developments, and modifications of intelligent systems and their applications.

Note: An Overview of Sentiment Analysis with Dialectical processing -- Feasibility of Using Attention Mechanism in Abstractive Summarization -- Efficacy of Intelligent Knowledge Management Algorithms on Financial Reporting Quality in Nigerian Listed Companies -- Towards Integrated Access Control for Software Product Line Engineering Web Development -- Finite-time Adaptive Sliding Control for a class of Perturbed MIMO Nonlinear Systems -- Drone Altitude Control Using Proportional Integral Derivative Technique and Recycled Carbon Fiber Structure -- Design and Simulation of Wind Farm Model using Doubly-Fed Induction Generator Techniques -- Text & web content mining: a systematic review -- A Survey on the Use of Personalized Model-based Search Engine -- System Integration for Large-scale Software Projects: Models, Approaches, and Challenges.

In: Springer Nature eBook

Additional Edition: Printed edition: ISBN 9783030826154

Additional Edition: Printed edition: ISBN 9783030826178

Language: English

DOI: 10.1007/978-3-030-82616-1

URL: https://doi.org/10.1007/978-3-030-82616-1

URL: Volltext  (URL des Erstveröffentlichers)

UID:

Format: 1 online resource (717 pages)

ISBN: 3-030-82616-3

Series Statement: Lecture Notes in Networks and Systems ; v.299

Note: Intro -- Preface -- Organization -- Scientific Committee -- Conference General Chair -- Conference Organizing Chair -- Program Committee Chairs -- Publication Committee Chairs -- Conference Tracks Chairs -- Members of Scientific Committee -- Publicity Committee -- Contents -- Software Engineering -- An Overview of Sentiment Analysis with Dialectical Processing -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 3.1 Inclusion/Exclusion Criteria -- 3.2 Data Sources and Search Strategies -- 3.3 Quality Assessment -- 3.4 Data Coding and Analysis -- 4 Result and Conclusion -- 4.1 What are the Main Research Techniques or Algorithms Used to Achieve Arabic Sentiment Analysis in the Selected Studies? -- 4.2 How the Datasets are Collected to Process the Various Data Mining Operations Over the Collected Papers? -- 4.3 What are the Main Research Methodologies Used to Perform Sentiment Analysis in the Chosen Studies? -- 4.4 Which Countries Contributed More Researches in Arabic Sentiment Analysis? Mention the Year of Publication? -- 4.5 What are the Active Databases in the Framework of the Arabic Sentiment Analysis? -- 5 Challenges and Limitations -- 6 Conclusion -- References -- Feasibility of Using Attention Mechanism in Abstractive Summarization -- 1 Introduction -- 2 Related Word -- 3 Method -- 3.1 Dataset and Preprocessing Brief -- 3.2 Attention-Mechanism -- 3.3 Model Creation -- 3.4 Performance Evaluation Metric -- 4 Results and Discussions -- 5 Conclusion and Future Researches -- References -- Efficacy of Intelligent Knowledge Management Algorithms on Financial Reporting Quality in Nigerian Listed Companies -- 1 Introduction -- 1.1 Statement of the Problem -- 2 Literature Review -- 2.1 Intelligent Knowledge Management Algorithm -- 2.2 Financial Reporting Quality -- 2.3 Financial Reporting Quality and Earnings Management. , 3 Methodology -- 4 Results and Discussions -- 5 Conclusion -- References -- Towards Integrated Access Control for Software Product Line Engineering Web Development -- 1 Introduction -- 2 Related Works -- 3 Authentication in SPLE -- 4 OAuth Configuration Issue on Multi-product Deployment -- 5 Authentication and Authorization Implementation -- 6 Case Study -- 7 Discussion -- 8 Conclusion -- References -- Finite-Time Adaptive Sliding Control for a Class of Perturbed MIMO Nonlinear Systems -- 1 Introduction -- 2 Preliminaries -- 3 Controller Design -- 3.1 Sliding Surface Design -- 3.2 Adaptive Sliding Mode Controller Design -- 4 Simulation Results and Discussions -- 5 Conclusions -- References -- Drone Altitude Control Using Proportional Integral Derivative Technique and Recycled Carbon Fiber Structure -- 1 Introduction -- 2 Materials and Methods -- 2.1 Drone Structure Design Using Recycled Carbon Fiber -- 2.2 Drone Control Model -- 2.3 Drone Controller Model -- 3 Results and Discussion -- 4 Conclusion -- References -- Design and Simulation of Wind Farm Model Using Doubly-Fed Induction Generator Techniques -- 1 Introduction -- 2 Wind Farm Model -- 3 Conclusion -- References -- Text and Web Content Mining: A Systematic Review -- 1 Introduction -- 2 Literature Review -- 3 Methods -- 3.1 Inclusion and Exclusion Criteria -- 3.2 Data Sources and Search Strategies -- 3.3 PRISMA Chart -- 3.4 Critical Appraisal -- 4 Results -- 5 Conclusion -- References -- A Survey on the Use of Personalized Model-Based Search Engine -- 1 Introduction -- 2 Research Background -- 2.1 Search Engine (SE) -- 2.2 Research Status of Search Technology Based on User Personalization Model -- 3 Challenges -- 4 Conclusion -- References -- System Integration for Large-Scale Software Projects: Models, Approaches, and Challenges -- 1 Introduction -- 2 Large-Scale Software Projects Challenges. , 3 System Integration -- 3.1 Existing Approaches and Models -- 3.2 System Integration Challenges Facing Existing Approaches -- 3.3 Factors Influencing System Integration -- 4 Conclusion and Future Work -- References -- Comparison of Performances of Jaya Algorithm and Cuckoo Search Algorithm Using Benchmark Functions -- 1 Introduction -- 2 Background -- 2.1 Jaya Algorithm -- 2.2 Cuckoo Search Algorithm -- 3 Related Works and Applications -- 3.1 Related Works and Applications of Jaya Algorithm -- 3.2 Related Works and Applications of Cuckoo Search Algorithm -- 4 Methodologies -- 4.1 Implementing Jaya Algorithm -- 4.2 Implementing Cuckoo Search Algorithm -- 5 Tests and Results -- 6 Discussions -- 7 Conclusion and Future Works -- References -- Urban Road Marker Classification Using Histogram of Oriented Gradient and Local Binary Pattern with Artificial Neural Network -- 1 Introduction -- 1.1 Previous Research -- 2 Methodology -- 2.1 Hardware Preparation and Setup -- 2.2 Preprocessing Module -- 2.3 Feature Extraction -- 2.4 Training and Classification Module -- 3 Results and Discussion -- 3.1 Training and Testing Set Images -- 3.2 Video Testing -- 4 Conclusion -- References -- Rice Leaf Disease Classification Using Deep Learning and Target for Mobile Devices -- 1 Introduction -- 2 Methodology -- 2.1 Overview -- 2.2 Data Preparation -- 2.3 Transfer Learning Implementation -- 3 Experiment and Evaluation -- 3.1 Environment and Hyperparameters Setup -- 3.2 Results -- 4 Conclusion and Perspective -- References -- Robotic Hand Movement Using If-Statement Technology -- 1 Introduction -- 2 Literature Review -- 3 Arduino and Servos Devices -- 4 Arduino Programming -- 5 Robotic Hand -- 6 Application of Robot Hands -- 7 Proposed System Architecture -- 8 Methodology and Results -- 9 Conclusion -- References. , African Buffalo Optimization Algorithm Based T-Way Test Suite Generation Strategy for Electronic-Payment Transactions -- 1 Introduction -- 2 Explanation of Background and History -- 2.1 The Need for T-Way Test Suite Generation for E-payment Platforms -- 2.2 Theoretical Foundation of T-Way Test Suite Generation -- 3 A Detailed Explanation of Recent Findings -- 3.1 Hybrid African Buffalo Optimization for T-Way Test Suite Generation -- 3.2 Buffalo Strategy T-Way Test Suite Generation for E-payment -- 3.3 Parameter Adjustment of BS -- 3.4 ABO-Based Strategies for Test Generation -- 3.5 Evaluation of Hybrid Variants of ABO -- 3.6 More Experimental Evaluations and Comparative Analysis of Results -- 4 Conclusion -- References -- ICT in Education -- Jom eLearning Unavoidable Acceptance -- 1 The Usage of Technology -- 2 Pass Study and Comparison of the e-learning Platform -- 3 Problem Statement -- 4 Value Creations -- 5 Methodology -- 6 Results and Findings -- 7 Conclusion, Limitation and Future Works -- References -- Behavioral Intention to Use E-Learning Among Academic Staff During COVID-19 Pandemic Based on UTAUT Model -- 1 Introduction -- 2 Literature Review -- 2.1 Performance Expectancy -- 2.2 Effort Expectancy -- 2.3 Social Influences -- 2.4 Facilitating Conditions -- 2.5 Personal Innovativeness -- 3 Methodology -- 4 Results -- 4.1 Demographic Analysis -- 5 Measurement Model -- 5.1 Structural Model -- 6 Discussion -- 7 Conclusion -- References -- Factors Affecting the Personal Development and Online Education of the Computer Science Students During Covid-19 Pandemic Lockdown -- 1 Introduction -- 1.1 Purpose of the Study -- 2 Review of Related Literature -- 3 Methodology -- 3.1 Ethics and Standards -- 3.2 Participants -- 3.3 Data Collection -- 3.4 Statistical Analysis -- 4 Results -- 4.1 Factors Effecting Personal Development. , 4.2 Other Important Findings -- 5 Discussion of the Results -- 6 Conclusion -- References -- JomNFCSignIN: Seamlessly Register Your Class Attendance -- 1 Introduction -- 1.1 Literature Review -- 1.2 Problem Statement, Question and Objective -- 2 Methodology -- 3 Results and Findings -- 4 Conclusion and Future Works -- References -- Motivation Factors Attributed to Engaging in Online Studies Amongst Public University Students -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Data Analysis -- 5 Discussion -- 5.1 Gender and Online Learning -- 5.2 Relationship Between Motivation and Engagement in Online Learning -- 5.3 Prediction of Motivation in the Engagement in Online Learning -- 6 Conclusion -- References -- Factors that Accelerate the Rise of Acceptance of Big Data Platforms for Academic Teaching: Personal Innovativeness as Moderating Variable -- 1 Introduction -- 2 Literature Review -- 2.1 Knowledge Quality (KQ) -- 2.2 Service Quality (SEQ) -- 2.3 System Quality (SYQ) -- 2.4 Perceived Enjoyment (PE) -- 2.5 Interactivity (INT) -- 2.6 Personal Innovativeness (PI) -- 2.7 Acceptance of Big Data Platforms for Academic Teaching (ACC) -- 3 Research Method -- 3.1 Overview of the Proposed Conceptual Framework -- 3.2 Instrument Development and Collection of Data -- 4 Analysing the Data and Results -- 4.1 Assessment of Measurement Model -- 4.2 Assessment of Structural Model -- 5 Discussion -- 6 Implications -- 7 Conclusion -- References -- A Framework to Implement Blockchain in Higher Education Institutions -- 1 Introduction -- 2 Overview of Blockchain in Education -- 2.1 What is Blockchain? -- 2.2 Characteristics of BCT -- 2.3 Implementation of BCT in Education -- 2.4 Advantages of BCT in Education -- 3 Challenges of BCT in Education -- 4 Methodology -- 4.1 Results -- 5 A New Proposed Framework -- 6 Conclusion -- References. , The Acceptance of E-Learning Service in a Higher Education Context.

Additional Edition: ISBN 3-030-82615-5

Language: English