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ویرایش: نویسندگان: Pradeep Kumar Singh (editor), Zdzislaw Polkowski (editor), Sudeep Tanwar (editor), Sunil Kumar Pandey (editor), Gheorghe Matei (editor), Daniela Pirvu (editor) سری: ISBN (شابک) : 3030662179, 9783030662172 ناشر: Springer سال نشر: 2021 تعداد صفحات: 484 [457] زبان: English فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) حجم فایل: 19 Mb
در صورت تبدیل فایل کتاب Innovations in Information and Communication Technologies (IICT-2020): Proceedings of International Conference on ICRIHE - 2020, Delhi, India: IICT-2020 (Advances in Science, Technology & Innovation) به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب نوآوری در فن آوری های اطلاعات و ارتباطات (IICT-2020): مجموعه مقالات کنفرانس بین المللی ICRIHE-2020 ، دهلی ، هند: IICT-2020 (پیشرفت در علم ، فناوری و نوآوری) نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
Preface Contents Digital Technologies for Advancements in Education, Management and IT 1 Factors Affecting Online Grocery Shopping in Indian Culture Abstract 1 Introduction 2 Literature Reviews 2.1 Personal Innovativeness (PI) 2.2 Design Aesthetic (DA) 2.3 Perceived Enjoyment (PEJ) 2.4 Economic Values (EV) 2.5 Convenience (CON) 2.6 Perceived Ease of Use (PEOU) 2.7 Perceived Usefulness (PU) 3 Research Design 3.1 Measuring Constructs 3.2 Collection Process of Data 4 Data Analysis and Result 4.1 Validity and Reliability 4.2 Structural Model Assessment 4.3 Main Effects and Path Coefficients 5 Discussion 6 Conclusion References 2 A Study on Role of Digital Technologies and Employee Experience Abstract 1 Introduction 2 Literature Review 3 Research Method 3.1 Data Collection Tools 3.2 Sampling and Data Collection 3.3 Data Analysis Methods 4 Research Findings 4.1 Factor 1: Communication 4.2 Factor 2—Learning 4.3 Factor 3—Employee Engagement 4.4 Factor 4—Rewards and Recognition 4.5 Factor 5—Employee Performance 4.6 Factor 6—Work from Home 5 Discussion and Managerial Implications 6 Conclusion References 3 Driving Employee Engagement in Today’s Dynamic Workplace: A Literature Review Abstract 1 Introduction 2 Review of Literature 2.1 Communication 2.2 Work-Life Balance 2.3 Leadership 2.4 Organizational Culture 3 Conclusion 4 Implications of Study 5 Limitations and Suggestions for Future Study References 4 UniversityCompass: An AHP-Based Ranking and Selection App for University Prospecting in Developing Countries Abstract 1 Introduction 2 Background 2.1 University Selection as a Decision-Making Problem 2.2 Analytic Hierarchy Process 2.3 Features of a University Selection App 3 UniversityCompass in Action 3.1 University Evaluation Criteria on UniversityCompass 3.2 Nigerian Universities Data UniversityCompass 3.3 AHP-Based Ranking on UniversityCompass 3.4 Illustrative Examples 3.5 Evaluation of UniversityCompass 4 Discussion 5 Conclusion References 5 Employee Experience Practices in MNCs During COVID-19 and Its Impact on Psychological Distance of Employees Abstract 1 Introduction 2 Literature Review 3 Purpose Statement 4 Research Methodology 5 Organizations Creating Ideal Employee Experience 6 Positive Drivers to Employee Experience During Pandemic 7 Employee Experience Framework (Complied by Author for Study) 8 Impact of Employee Experience Practices on Employees’ Psychological Distance 9 Conclusion and Findings 10 Future Scope of Study References Link References 6 Communication and Digital Culture in Present Scenario Abstract 1 Introduction 2 Types of Communication 2.1 Communication Channels 2.2 Based on Style and Purpose 3 Sector-Wise Communication 4 Major Elements of Effective Communication 5 Seven C’s of Effective Communication 5.1 Clarity 5.2 Conciseness 5.3 Concreteness 5.4 Completeness 5.5 Correctness 5.6 Courtesy 5.7 Consideration 6 Digital Technology 6.1 Knowledge and Awareness 6.2 Transparency 6.3 Digital Culture Require Managerial Transformation 6.4 Collaboration Among Stakeholders 6.5 Skills Required for Twenty-First Century 6.6 Risk and Opportunity Analysis 6.7 Promote New Habits and Methodologies 7 Conclusion References Emerging ICT Trends in Education, Management and Innovations 7 Digitisation of Financial Markets: A Literature Review on White-Collar Crimes Abstract 1 Introduction 1.1 History of White-Collar Crimes 1.2 Common Types of White-Collar Crimes 2 Literature Review 2.1 Lim (2017) 2.2 Scholars and Soley (2017). 2.3 Garg (2016) 2.4 Martinez (2014) 2.5 Rashad Yazdanifard (2011) 2.6 Almiron (2007) 2.7 Wang et al. (2006) 3 Need for the Study 4 Objectives 5 Research Gap 6 Sources of Data 7 Scope of the Study 8 Understanding the Financial Impact of White-Collar Crime Through Survey Reports 9 Findings 10 Suggestions 11 Conclusion References 8 A Study on Intervention of Chatbots in Recruitment Abstract 1 Introduction 2 Related Works 3 Methods 3.1 Problem Statement 3.2 Methodology 3.3 Conceptual Framework 4 Research Analysis and Results 5 Discussions 5.1 Outcome of Using Chatbots in Recruitment Process: 5.2 Some of the Popular Chatbots Used by Recruiters Across the Globe Are (Reviews and Homepage, 2020): 6 Future Scope and Conclusions References 9 “Is Online Teaching–Learning Process an Effective Tool for Academic Advancement” Abstract 1 Introduction 1.1 Microsoft Team 1.2 Google Meet 1.3 Growth of the Internet 2 Literature Review 3 Objectives 4 Methodology 5 Analysis 6 Conclusion 7 Future Scope 8 Suggestions References 10 A Comparative Analyzing of SMS Spam Using Topic Models Abstract 1 Introduction 1.1 Market Inclinations Resultant in an Increase of SMS Attacks 2 Related Works 2.1 Background 3 Message Topic Model (MTM) 4 Problem Statement 5 Methodology 6 K-means 6.1 Term Frequency-Inverse Document Frequency 6.2 GNBC (Gaussian Naive Bayes Classifier) 7 Experimental Results 7.1 Evaluation Metrics 7.2 Experiment 2 7.3 Experiment 3 8 Results and Discussion 9 Conclusion 10 Future Scope References 11 IFME-Intelligent Filter for the Mathematical Expression Abstract 1 Introduction 2 Background and Related Work 3 IFME-Intelligent Filter for Mathematical Expression 4 Result and Discussion 5 Conclusion and Future Work References 12 Implementation of Muscle Testing for Lie Detection Abstract 1 Introduction 2 Literature Review 3 Proposed Methodology 4 Result and Discussion 5 Conclusion and Future Work References 13 Prediction of Loan Scoring Strategies Using Deep Learning Algorithm for Banking System Abstract 1 Introduction 2 Literature Survey 3 Loan Scoring Strategies Using Deep Learning 3.1 Data Collection 3.2 Training of Model 3.3 Testing 3.4 Dataset 3.5 Validation 3.6 K-Means Algorithm 4 Result Analysis 5 Conclusion References 14 Smart Home Load Analysis and LSTM-Based Short-Term Load Forecasting Abstract 1 Introduction 2 LSTM (Long Short-Term Memory) 3 Proposed Methodology 4 Result and Evaluation 5 Conclusion References 15 IoT-Based Smart Waste Management System Abstract 1 Introduction 2 Related Work 3 System Design 3.1 Basic Modules and Structure 3.2 Procedure Design 3.3 Test Case Design 4 Implementation 4.1 Test Reports 5 Conclusion References 16 An Analysis of Brain Tumor Segmentation Using Modified U-Net Architecture Abstract 1 Introduction 2 Related Work 3 Proposed Method 3.1 Architecture 3.2 Data 3.3 Preprocessing 3.4 Training 4 Result Analysis 5 Discussion References 17 Performance Comparison for E-Learning and Tools in Twenty-First Century with Legacy System Using Classification Approach Abstract 1 Introduction 1.1 Adaptive Learning Technologies 1.2 Open Educational Resources 1.3 Analytics in Education 1.4 Machine Learning in Education 2 Literature Review 3 Methodology 3.1 Dataset 4 Results 4.1 E-Learning Twenty-First Century 4.2 Legacy Systems 5 Conclusion 6 Future Work References 18 Effectuation and Future of Provenance in Various Fields Abstract 1 Introduction 2 Applications of Provenance in Information Technology 3 Provenance Architectures 3.1 PROV-DM 3.2 CloudPROV 3.3 cPROV 3.4 HadoopPROV 3.5 GProM 3.6 CF-PROV 3.7 BLINKER 4 Provenance Management Systems 4.1 WHIPS 4.2 TRIO 4.3 DBNotes 4.4 MONDRIAN 4.5 MMS 4.6 PERM 5 Provenance Representation 5.1 Provenance Semirings 5.2 Annotations 5.3 Customized Relational Algebra 5.4 Provenance Graphs 5.5 Provenance Circuits 5.6 Acyclic Graphs 6 Conclusion References Emerging Technologies for Industries and Education 19 Attributes Affecting to Use Food Ordering App by Young Consumers Abstract 1 Introduction 2 Literature Review 2.1 Perceived Incentives 2.2 Perceived Price 2.3 Perceived Information 2.4 Customer Relationship Management (CRM) 2.5 Attitude to Use Food Ordering App 3 Methodology 3.1 Constructs and Data Collection 4 Data Analysis and Result 4.1 Validity and Reliability 4.2 Path Coefficients 5 Discussion and Conclusion 6 Research Implications 7 Limitations and Further Research References 20 Exploring Influencing Factors for M-payment Apps Uses in the Indian Context Abstract 1 Introduction 2 Literature Review 2.1 Collaboration (COLL) 2.2 Enjoyment (ENJ) 2.3 Facilitating Conditions (FC) 2.4 Mobility (MOB) 2.5 Perceived Ease of Use (PEOU) 2.6 Perceived Usefulness (PU) 2.7 Trust (TR) 2.8 M-payment Attitude to Use (MPAU) 3 Research Methodology 3.1 Measuring Constructs 3.2 Data Collection Process 4 Data Analysis and Result 4.1 Validity and Reliability 4.2 Discriminant Validity and Multicollinearity 4.3 Multicollinearity Assessment 4.4 Hypothesis Test and Path Coefficients 5 Discussion 6 Conclusion 7 Limitations and Further Research 8 Research Implications References 21 Modelling Enablers of Customer-Centricity in Convenience Food Retail Abstract 1 Introduction: Convenience Food Retail 1.1 Customer Centricity in Convenience Food Retailing 1.2 Customer Centricity Enablers 2 Problem Discussion 3 Research Methodology 4 Data Analysis 4.1 Define Objective 4.2 Identify Variables 4.3 Develop AHP Pairwise Comparison Matrix 4.4 Data Cleaning 4.5 AHP Execution 4.6 Normalize the Matrix 4.7 Calculate Preference Weight 4.8 Check the Consistency 5 Findings and Interpretation 6 Implication 7 Conclusion References 22 Comparative Analysis of Banks in Terms of Service Quality Abstract 1 Introduction 2 Literature Review 3 Methodology Used 3.1 Sample Design 3.2 Data Collection 3.3 Questionnaire Design 4 Data Analysis and Interpretation 5 Conclusion References 23 Impact of Gamification, Games, and Game Elements in Education Abstract 1 Introduction 2 Impact of Gamification in Education 3 Games and Edification 3.1 Game-Based Learning 3.2 Impact of Games on Education 3.3 Differentiate Between Games and Gamification 4 Game Elements 4.1 Various Game Elements in Education 5 Challenges 6 Conclusion References 24 A Taxonomy on Biometric Security and Its Applications Abstract 1 Introduction 2 Background Study and Literature 2.1 State-Of-The-Art in Face Anti-Spoofing 2.1.1 Face Spoofing 2.1.2 Face Anti-spoofing 3 Applications in Biometric Security 4 Future Scope 5 Conclusion References 25 Computer-Aided Diagnostic System for Diabetic Retinopathy Using Convolutional Neural Network Abstract 1 Introduction 2 Proposed Methodology 3 Experimental Results and Discussion 4 Conclusion References 26 Role of IoT in Enhancing Smart Agriculture System Abstract 1 Introduction 2 Traditional System of Agriculture 3 Role of IoT in Agriculture 4 Challenges of IoT Deployment in Smart Agriculture 5 Conclusion References 27 Speech Recognition Employing MFCC and Dynamic Time Warping Algorithm Abstract 1 Introduction 2 Methodology 2.1 Feature Extraction 2.2 Feature Matching 3 Results and Discussion 3.1 Recognıtıon Results 4 Conclusion References 28 IoT and Smartphone-Based Remote Health Monitoring Systems Abstract 1 Introduction 2 Problem Statement 3 Related Literature 3.1 Sensors and Wearables 3.2 Smartphone Issues 3.3 Safety Monitoring Issues 3.4 The Power Consumption Issue 4 IOT and Smartphone-Based Remote Health Architecture 4.1 Wireless Body Sensor Network System 4.2 Persistent Storage System (PS) 4.3 Sensors Issues 4.4 Data Security Issues 4.5 Configuration of Bluetooth Module and Arduino Uno 4.6 The Working Flow of Bluetooth 4.7 Smartphone Working Flow 4.8 Alarm Systems 5 Simulations 6 Results and Analysis 7 Conclusions and Future Works References 29 Empirical Evaluation of the Revised Technology Acceptance Model for Lean Six Sigma Approach—A Pilot Study Abstract 1 Introduction 2 Theoretical Background 3 Conceptual Model and Research Question 4 Methodology 4.1 Diagnosis of External Factors Determining Successful Implementation of Lean Six Sigma 4.2 Pilot Study 5 Data Analysis and Results 6 Discussion and Conclusions References 30 Application and Trend with Success Factor Linked to Large Scaled Data: A Case Study Abstract 1 Introduction 1.1 Intensification of Data Based on Visualization and Variability 2 Review of Literature 3 Problem Formulation 3.1 Algorithm-1 3.2 Algorithm-2 4 Discussion and Future Direction 5 Conclusion References 31 Empirical Investigation of Resampling Techniques in an Intruder Detection System Abstract 1 Introduction 2 Related Work 3 Experimental Framework 3.1 Datasets 3.2 Class Imbalance Handling Technique and Classifier 3.3 Performance Metrics 3.4 Experimental Design 4 Results and Discussion 4.1 Lesson Learned 5 Conclusion and Future Work References 32 An Investigation of Consumers Purchase Decision Towards Private Label Brands in Indian Organised Retail Sector Abstract 1 Introduction 2 Literature Review and Hypothesis Development 3 Hypothesis Development 3.1 Price Consciousness and Quality Variability 3.2 Brand Loyalty and Brand Image 3.3 Smart Shopper Self-Perception 3.4 Store Image 4 Research Objectives 5 Research Methodology 6 Data Analysis 6.1 Factor Analysis 6.2 Kaiser–Meyer–Olkin (KMO) and Bartlett’s Test of Sphericity 6.3 Feasibility of the Test 6.4 Total Variance Explained 6.5 Rotated Component Matrix 6.6 Multiple Regression Analysis 6.7 Chi Square Test 7 Conclusion and Recommendations 8 Limitation of Study 9 Managerial Implications of the Study References 33 Prediction of COVID’19 Outbreak by Using ML-Based Time-Series Forecasting Approach Abstract 1 Introduction 2 Literature Review 3 Methodology 4 Result 4.1 Polynomial Regression 4.2 Support Vector Machine Regressor 4.3 Holt’s Linear Model 4.4 Holt’s Winter Model 4.5 AR Model 4.6 MA Model 4.7 ARIMA Model 4.8 Facebook’s Prophet Model 4.9 Average of All Models 5 Conclusion and Future Work References 34 A Review on COVID-19 Diagnosis Using Imaging and Artificial Intelligence Abstract 1 Introduction 2 Basic Taxonomy for Machine Learning Diagnosis COVID-19 3 Review on Proposed Models and Evaluation Comparisons 3.1 Evaluation Metrics and Confusion Metrics 3.2 Datasets 3.3 Result Discussion and Review on Performance Metrics of Compared Machine Learning Models 4 Conclusion References 35 Mobile Robot Path Planning Approaches: Recent Developments Abstract 1 Introduction 1.1 Robot Navigation 2 Literature Review 3 Path Planning Approaches in Robot Navigation 3.1 Classical Approaches 3.2 Heuristic Approaches 4 Challenges 5 Conclusion References 36 Requirements Prioritization Using Logarithmic Fuzzy Trapezoidal Approach (LFTA) Abstract 1 Introduction 2 Related Work 3 Requirements Prioritization Techniques 4 Proposed LFTA Method 5 Result Estimation 6 Conclusion References 37 Trend Analysis and Predictive Modeling Using Machine Learning Models on Indian Election Historical Dataset Abstract 1 Introduction 2 Literature Survey 3 Problem Statement 4 Methodology Adopted 5 Experimental Setup-Dataset and Tools 6 Models Description and Implementation 6.1 Decision Tree Classifier 6.2 Logistic Regression 6.3 Extra Tree Classifier 6.4 K-Nearest Neighbors Classifier (KNN) 6.5 Gaussian Naive Bayes 6.6 Model Implementation 7 Results and Evaluation 8 Conclusion References 38 Comparative Analysis of Transform Domain Watermarking System Based on Performance Measures Abstract 1 Introduction 2 Methodology 2.1 Discrete Wavelet Transform 2.2 Singular Value Decomposition 2.3 Discrete Cosine Transform 2.4 Quaternion Hadamard Transform 2.5 Discrete Curvelet Transform 2.6 Discrete Contourlet Transform 3 Analysis 4 Conclusion References ICT Technologies for Intelligent Applications 39 Emotion AI: Integrating Emotional Intelligence with Artificial Intelligence in the Digital Workplace Abstract 1 Introduction 2 Research Objectives 3 Literature Review 4 Methodology 5 AI as an Aid in Organizational Processes 5.1 Talent Acquisition 5.2 Onboarding 5.3 Training and Learning 5.4 Decision Making 6 Emotion AI 6.1 Emotion AI Explained 6.2 Areas Where Emotion AI Is Used 6.2.1 Sports 6.2.2 Entertainment 6.2.3 Retail 6.2.4 Healthcare 7 Emotion AI: Will AI Substitute EI? References 40 Prevent Overfitting Problem in Machine Learning: A Case Focus on Linear Regression and Logistics Regression Abstract 1 Introduction 2 Background and Related Works 3 Regularization: Linear Regression and Logistic Regression 3.1 Ridge Regression 3.2 Lasso Regression 4 Regularization: Logistic Regression 5 Impact of Regularization 5.1 Scope of the Study and Limitations 6 Conclusion References 41 Optimized Reverse TCP Shell Using One-Time Persistent Connection Abstract 1 Introduction 2 Shellcode 3 Implementation 3.1 Model 3.2 Threading 3.3 Socket Programming 3.4 Shell Functionalities 3.5 Execution 4 Infection 5 Prevention 6 Conclusion References 42 Smart Contracts in Smart Cities: Application of Blockchain Technology Abstract 1 Introduction 2 Blockchain Architecture 3 Smart Cities 4 Smart Contracts in Utility Payments 5 Methodology 6 Conclusion References 43 On Selection and Extraction of Biometric Features of Human Motor Activity from Data Obtained from Inertial Measurement Units Abstract 1 Introduction 2 Background 3 Feature Extraction 4 Correlation and Informativeness Analysis 5 Conclusion Source of Financing. Thanks References 44 Secure and Efficient Bandwidth Management for Local and Personal Area Networks Using Customized Open Source Application on a Commodity Hardware: RadSense—An Integration of pfSense Over Radius and MySQL Abstract 1 Introduction 2 Related Work 3 Experimental Setup and Methodology 4 Implementation and Working of RadSense 5 Results and Discussion 6 Conclusion References 45 Hybridization of Energy-Efficient Clustering and Multi-heuristic Strategies to Increase Lifetime of Network—A Review Abstract 1 Introduction 2 Sensor Energy Conservation Mechanisms 2.1 LEACH 2.2 DEEC 2.3 MDEEC 3 Optimization Mechanisms for Selecting Optimized Sensors for Data Transmission 3.1 Genetic Algorithm 3.2 Ant Colony Optimization(ACO) 3.3 Particle Swarm Optimization(PSO) 4 Comparative Study of Techniques of Energy Conservation 5 Conclusion and Future Scope References 46 Data Acquisition Using IoT Sensors for Smart Manufacturing Domain Abstract 1 Introduction 1.1 Introduction to Fault Detection in Manufacturing Machines 1.2 Introduction to Predictive Maintenance 1.3 Introduction to Internet of Things (IoT) 2 Literature Review 3 Implementation and Methodology 4 Results 4.1 Data Overview 4.2 Graphical Overview of Data 5 Conclusion and Future Scope References 47 Text Classification Using FP-Growth Association Rule and Updating the Term Weight Abstract 1 Introduction 2 Related Work 3 Methodology 4 Result Analysis 5 Conclusion References 48 Addressing Transparency Vis-a-Vis Privacy in Portability of Health Insurance Through Blockchain Abstract 1 Introduction 2 Literature Survey 3 Proposed Model 3.1 Entities of the Proposed Model 4 Conclusion References 49 Improving Work Ethics Among Skilled Construction Workers Using Web-Based Systems Abstract 1 Introduction 2 Review of Related Literature 3 System Design and Implementation 4 Conclusion Acknowledgements References 50 From Modeling to Code Generation: An Enhanced and Integrated Approach Abstract 1 Introduction 2 Literature Review 2.1 Related Works 2.2 Comparison with Our Previous Work 3 Research Methodology 3.1 System Design Considerations 3.2 Building the Installer Package 4 Implementation and Results 4.1 System Specification 4.2 Results 5 Conclusion References 51 Performance Evaluation of Grid Connected SPV System Through FRC and ANFIS Techniques Abstract 1 Introduction 2 Fuzzy Control Techniques 3 Design of ANFIS Controller 4 Simulation 5 Conclusion References 52 Mixed Convection of SPM in Bi-Phase Laminar Flow in a Bounded Vertical Plate Abstract 1 Introduction 2 Mathematical Formulation 3 Methods and Solutions 4 Result Analysis 5 Conclusion References 53 Classification of Arrhythmia Using Machine Learning Techniques Abstract 1 Introduction 2 Materials and Methods 2.1 Arrhythmia Dataset 2.2 ECG Signals 2.3 ECG Test 3 Arrhythmia Classification Models 3.1 SVM Algorithm 3.2 Naïve Bayes 3.3 K-NN 3.4 ANN 4 Conclusion References 54 An Approach for Documents Clustering Using K-Means Algorithm Abstract 1 Introduction 2 Literature View 3 Methods for Preprocessing and Clustering 4 Proposed Work 5 Simulation and Result Analysis 6 Conclusion References 55 Edge Intelligence: A Robust Reinforcement of Edge Computing and Artificial Intelligence Abstract 1 Introduction 1.1 Need for Edge Intelligence 1.2 Organization of Paper 2 Concepts of Edge Intelligence and Core Definitions 2.1 Concept of EI 2.2 Core Definitions 3 Components of EI 4 Some Promising Application Areas of EI 5 Vision, Benefits, and Challenges of EI 5.1 Benefits of EI 5.2 Challenges of EI 6 Conclusion References 56 An Efficient Image Watermarking Through BEMD and Discrete Cosine Domain Based on PSO Abstract 1 Introduction 2 Related Work 3 Proposed Algorithm 4 Experimental Results 5 Conclusion References