Information Systems and Management Science

Name: Information Systems and Management Science | Conference Proceedings of 3rd International Conference on Information Systems and Management Science (ISMS) 2020
Brand: Springer
Price: 149.79 EUR
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Conference Proceedings of 3rd International Conference on Information Systems and Management Science (ISMS) 2020

Lalit Garg Nishtha Kesswani Joseph G. Vella Peter A. Xuereb Man Fung Lo Rowell Diaz Sanjay Misra Vipul Gupta Princy Randhawa(Herausgeber*in)

Springer (Verlag)

Erschienen am 4. September 2021

X, 252 Seiten

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978-3-030-86223-7 (ISBN)

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Beschreibung

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Inhalt

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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