
Information Systems and Management Science
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The book introduces concepts, principles, methods and procedures that will be valuable to students and scholars in thinking about existing organization systems, proposing new systems and working with management professionals in implementing new information systems. This book of Information Systems and Management Science (proceedings of ISMS 2020) is intended to be used as a reference by students and researchers who collect scientific and technical contributions with respect to models, tools, technologies and applications in the field of information systems and management science. This textbook shows how to exploit information systems in a technology-rich management field.
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Content
- Intro
- Preface
- Organization
- Program Chair
- Program Committee
- Contents
- Creating High-Performance Work System in Technology Startups
- 1 Introduction
- 2 Literature Review
- 2.1 High-Performance Work System
- 2.2 Technology Startups
- 2.3 Objectives of the Implementation of High Performance Works System
- 2.4 Industrial Managerial Capacity
- 3 Research Methods
- 3.1 Research Design and Instrument
- 3.2 Data Collection
- 3.3 Data Analysis Tools
- 4 Results and Discussions
- 4.1 Discussions
- 5 Conclusions
- References
- Optimization of Support Vector Machine for Classification of Spyware Using Symbiotic Organism Search for Features Selection
- 1 Introduction
- 2 Related Literature
- 3 Methodology
- 4 Results
- 4.1 Performance of Spyware Classification Based on Default SVM Parameter
- 4.2 Performance of Spyware Classification Based on Optimized SVM Parameter
- 5 Conclusion and Recommendation
- References
- Intelli-Helmet: An Early Prototype of a Stress Monitoring System for Military Operations
- 1 Introduction
- 2 Related Works
- 3 Requirement Elicitation
- 4 Design and Development
- 4.1 Data Acquisition
- 4.2 Model Construction
- 4.3 Development of User Interface
- 5 Functionality and Usability Evaluation
- 5.1 Participants' Profile
- 5.2 Study Procedure
- 5.3 Results
- 6 Conclusion
- References
- Assessing the Performance of Online Food Delivery (OFD) in India
- 1 Introduction
- 2 Literature Review
- 3 Methodology
- 3.1 Content
- 3.2 Usability
- 3.3 Functionality
- 4 Results
- 4.1 Convergent Validity
- 4.2 Discriminant Validity
- 4.3 Discussion
- 5 Conclusions
- References
- Incorporating Security Features in System Design Documents Utilized for Cloud-Based Databases
- 1 Introduction
- 2 Literature Review
- 2.1 Cloud Computing and Security in Cloud-Based Systems
- 2.2 Security Implementation in Database Design
- 2.3 Security Access Control Mechanisms
- 3 Methodology and Framework Development
- 3.1 Inputting of System Design Diagrams
- 3.2 Analysis of Diagrams
- 3.3 Access Control Management
- 3.4 Testing
- 3.5 Creation of Secure Database (Conversion of Secure Diagrams to SQL Code)
- 4 Conclusions
- References
- Interactive Workbook for Effective Virtual Laboratories
- 1 Introduction
- 2 Related Works
- 3 Methodology
- 3.1 Section
- 3.2 Instructor's Role
- 3.3 Student's Role
- 3.4 Instruction Block
- 3.5 Code Block
- 3.6 Feedback Block
- 3.7 Code Evaluation Engine
- 3.8 Workbook Backend
- 4 Evaluation and Discussion
- 5 Conclusion and Future Work
- References
- Detecting Presence of Masks and Violation of Social Distancing
- 1 Background
- 2 Related Work
- 2.1 Object Detection
- 2.2 Convolution Neural Network
- 3 Methodology
- 4 Results
- 5 Conclusion
- References
- Evaluation of Voltage Stability Indices
- 1 Introduction
- 2 Voltage Stability Indices and Its Formulation
- 3 Comparison of Stability Indices
- 4 Test Results and Identification of Weak Bus and Critical Lines
- 4.1 Testing System and Tool for Analysis
- 5 Conclusion
- References
- Optimizing Fused Deposition Modelling Process Parameters Using Metaheuristic Machine Learning Algorithms
- 1 Introduction
- 2 Optimization
- 3 Methodology
- 4 Experimental Design
- 5 Results and Discussion
- 6 Conclusion
- Annexure
- References
- Rx-PETaL: A Reactive Data Publishing Framework
- 1 Introduction
- 2 Literature Review
- 2.1 Background
- 2.2 Related Work
- 3 The Rx-PETaL Framework
- 3.1 Dataset Scoping
- 3.2 Reactive Stream Design
- 3.3 Actor System Design
- 4 Practical Applications of Rx-PETaL
- 4.1 Problem Definition
- 4.2 Design and Implementation
- 4.3 Evaluation
- 5 Conclusion
- References
- Design and Implement Smart Home Appliances Controller Using IOT
- 1 Introduction
- 2 System Components
- 2.1 ESP32
- 2.2 Relay
- 2.3 ULN2003
- 2.4 MOSFET
- 3 Architecture of Smart Home Appliance Control System
- 4 Methodology
- 5 Working Mode
- 5.1 Actual Hardware Model
- 5.2 Light Mode
- 5.3 Curtain ON/OFF Module
- 5.4 Fan ON Module
- 6 Result
- 7 Conclusion
- References
- A Systematic Review on the Deployment of Massive Multiple-Input-Multiple-Output (MIMO) in Next-Generation Wireless Systems: Challenges and Prospects
- 1 Introduction
- 2 Background
- 3 Methods
- 3.1 Research Questions
- 3.2 Search Strategy
- 3.3 Inclusion Criteria
- 3.4 Assessment of Quality
- 4 Results
- 4.1 First Research Question: What are the Laid-Down Expectations of 5G Wireless Networks?
- 4.2 Second Research Question: How will Massive MIMO Contribute to the Realization of the 5G Specifications?
- 4.3 Third Research Question: What are the Limitations or Challenges Associated with 5G?
- 4.4 Ongoing research problems regarding Massive MIMO technology
- 5 Conclusion
- References
- Deep Networks for Brachial Plexus Nerves Segmentation and Detection Using Ultrasound Images
- 1 Introduction
- 2 Literature Review
- 3 Dataset
- 4 Proposed Methodology
- 4.1 Anomaly Removal
- 4.2 Preprocessing
- 4.3 Training and Testing
- 5 Results
- 5.1 Confusion Matrix
- 5.2 Specificity, Sensitivity and Accuracy
- 5.3 Intersection Over Union (IoU) Score or Jaccard Index
- 6 Conclusion
- References
- Technical Losses (Tl) and Non-technical Losses (NTL) in Nigeria
- 1 Introduction
- 2 Related Works
- 3 Categories of Transmission and Distribution Losses
- 4 Electricity as an industry in Nigeria
- 4.1 Power Sector Growth in Nigeria
- 4.2 Verified Losses and Loss Reduction Benchmarks
- 4.3 Initiation of Loss Minimization
- 5 Reduction of Losses
- 5.1 Process to achieve minimization of technical losses
- 5.2 Process to achieve minimization of Non-Technical Losses
- 6 Conclusion
- References
- Kinetic Gas Molecular Optimized (KGMO) Artificial Neural Network (ANN) Based Software Reliability Prediction for Banking Applications
- 1 Introduction
- 2 Literature Survey
- 3 SRP-KGMO-ANN
- 3.1 Block Diagram
- 3.2 Kinetic Gas Molecular Optimized (KGMO)
- 3.3 Artificial Neural Network (ANN)
- 4 Results and Discussion
- 4.1 Root Mean Square Error
- 4.2 Average Error
- 4.3 Mean Absolute Error
- 4.4 Mean Absolute Percent Error
- 4.5 Normalized Mean Square Error
- 5 Conclusion
- References
- The Next Step Is Nanotechnology: Application and Recent Advancement
- 1 Introduction
- 1.1 What is Nanotechnology?
- 2 Future Applications of Nanotechnology
- 2.1 Industry and Material Processing
- 2.2 Energy and Environment Remediation
- 2.3 Medical and Health Care Applications
- 3 Applications of Nanotechnology in Automobiles
- 3.1 Self-healing Material
- 3.2 Light Weighting: A Weight Loss Pill for the Automotive Industry
- 3.3 Ultra-reflecting Mirrors and Glasses
- 4 COVID-19 Impact on Nano-automotive Market
- 5 Conclusion
- References
- Employee Motivation and Its Impact on Organizational Performance with Mediating Role of Leadership Approach: A Study of Select Hospitality Organizations in Uttarakhand (India)
- 1 Introduction
- 2 Review of Related Literature and Development of Hypothesis
- 3 Objectives and Research Methodology
- 4 Discussions and Conclusion
- References
- Fair Exposure: A Multi-stakeholder Personalized Recommendation System Based on Multi-objective Optimization
- 1 Introduction
- 2 Related Work
- 3 Proposed Multi-stakeholder Recommendation Model
- 3.1 Proposed Objective Functions
- 3.2 Exposure-oriented Algorithm for Producer
- 3.3 Balance and Fair Algorithm for System
- 3.4 Proposed Stakeholder Objective Optimization-Based Recommendation Model
- 4 Experiments
- 4.1 Dataset
- 4.2 Trade-off Recommendation Solution: Pareto Front
- 4.3 Evaluation
- 5 Discussion
- 6 Conclusion
- References
- Evaluation of the Merits and Demerits Associated with a DIY Web-Based Platform for e-commerce Entrepreneurs
- 1 Introduction
- 2 Review of Related Literature
- 3 Research Method
- 4 Results and Discussion
- 4.1 Characteristics of Participants
- 4.2 Features of a DIY Web Design that Aligns with the Startups
- 4.3 Benefits Associated with a DIY Web Design Platform
- 4.4 Challenges Associated with a Do-It-Yourself Web-design
- 5 Conclusion and Recommendation
- References
- Link Prediction Based on Spatio-Temporal Networks
- 1 Introduction
- 2 Literature Review
- 2.1 Background Theory
- 2.2 Related Works
- 3 Methodology
- 3.1 Data
- 3.2 Experiment
- 3.3 Performance Measures
- 4 Results and Evaluation
- 5 Conclusions
- References
- Comparing Classification Algorithms on Predicting Loans
- 1 Introduction
- 2 Modelling Methodology
- 2.1 Building the Model - Workflow
- 2.2 Collecting Data
- 2.3 Cleaning the Data
- 2.4 Exploratory Data Analysis
- 2.5 Implementing the Algorithms
- 3 Results and Discussion
- 4 Conclusion
- References
- Author Index
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