Multimedia Technologies in the Internet of Things Environment, Volume 2

Preface
Contents
Editors and Contributors
An Overview of Multimedia Technologies in Current Era of Internet of Things (IoT)
	1 Introduction
	2 Multimedia Security Systems
		2.1 Watermarking Development
		2.2 Scanning the Issue
	3 CCTV Surveillance
		3.1 Usage of CCTV Surveillance
	4 Emotion-Aware Multimedia System Security
		4.1 Security Issues in Emotion-Aware Robot
	5 Security Mechanisms
		5.1 Digital Watermarking
		5.2 Cryptography
	6 Challenges
		6.1 Overview of Watermark Attacks
	7 Various Approaches
		7.1 Spread-Spectrum Watermarking
		7.2 Non-repudiation Oblivious Watermarking
		7.3 Distribution Model with Secure Copy Monitoring
		7.4 Non-repudiation Watermark Schema for Distribution
		7.5 Video Sensor in Tracking Multimedia Data in Wireless Multimedia Sensor Networks (WMSNs)
	8 Conclusion
	References
A Deeper Look into Wind-Powered IoT Based Sustainable Organic Compost Machine
	1 Introduction
	2 Objectives
	3 Wind Power in India
		3.1 Geographical Location
		3.2 Distribution of Wind Power Production in India
	4 Methods
		4.1 Indoor Composting
		4.2 Windrow Composting
		4.3 Vermi Composting
	5 Recent Developments in Compost Making
	6 Support from Government
	7 Recent Policy Development
	8 Benefits to Indian Agriculture with the Adoption of Wind-Powered IoT-Based Sustainable Organic Compost Machine
		8.1 Increase in Agricultural Productivity
		8.2 Increase in Farm Income
		8.3 Reduction in Carbon Emission
		8.4 Cost-Efficient and Technologically Integrated Organic Compost Machine
	9 Marketing Strategy
	References
An Intelligent Music Recommendation Framework for Multimedia Big Data: A Journey of Entertainment Industry
	1 Introduction
	2 Related Works
	3 Structure of Big Data
		3.1 Characteristic of Big Data
	4 Multimedia Applications: A Big Data Perspective
		4.1 Big Data in Entertainment Industry
		4.2 Big Data in Tourism
	5 Futures of Multimedia
		5.1 Impact of Digital Media on Entertainment Industry
		5.2 IoT-Enhanced Digital Media
		5.3 Issues and Challenges of Multimedia for Data Handling
	6 Proposed Model
		6.1 Hybrid Intelligent Model
	7 Mathematical Treatment
		7.1 Proposed Hybrid Recommendation
		7.2 Prepare a Dataset
	8 Results and Simulations
		8.1 Evaluation Metrics
		8.2 Analytical Comparison
	9 Conclusion
	References
A Survey on Multimedia Technology and Internet of Things
	1 Introduction
		1.1 Definition of Internet of Things
		1.2 Current Focus Areas
		1.3 Motivation
	2 Fundamental Qualities of IoT
	3 Basic Elements of Internet of Things
	4 Literature Review
	5 Research Area
	6 Architecture of IoT
		6.1 General Architecture
		6.2 Three-Layer Architecture
	7 Model of Smart City
	8 Smart Parking
	9 Smart Transport Schemes
	10 Safe City
	11 Water System for Public Places
	12 Smart Household Appliances
	13 Smoke Observing
	14 Shrewd Jewelry
	15 Smart Shopping
	16 Remote Switch Appliances
	17 Weather Monitoring Stations
	18 Smart Apartments
	19 Water Presence
	20 Smart Thermostat
	21 Keen Fire Alarm
	22 Summary and Conclusion
	References
The Latest Emerging Technologies in Big Data
	1 Introduction
	2 Construction of an Environmentally Compatible Smart Transportation Systems with Low Carbon Emission Based on Big Data
	3 Combining Data Mining with Multi-criteria Decisional Process Analysis to Improve Traffic Safety
	4 Designing an Intelligent Video Processing Scheme for Transportation in a Big Data Environmental Setting
	5 Using Big Data Commixture Powered by Cloud in Green Transport: An Implementation of Healthcare Application
	6 Fog Based Intelligent Transportation Big Data Analytics Environment
	7 Data Analysis of Social Media for Smart Transport Systems
	8 Impact of a Public Transit Fare Discount Strategy Policy on the Public Transit Shared Fares on the Basis of Big Data Analysis
	9 Layered Data Approach for Transport Logistics
	10 Classifying and Transporting Big Data in Railway Networks
	11 Intelligent Transportation System Traffic Prediction with Machine Learning
	References
Realtime Accident Detection and Alarm Generation System Over IoT
	1 Introduction
	2 Different Conditions for Road Accidents
		2.1 Pedestrians
		2.2 Pedal Cyclists
		2.3 Motorcyclists
		2.4 Drivers Speed and Environmental Factors
		2.5 Vehicle Collision with Animals
		2.6 Mass Casualty Incident
	3 Stages of Accident Detection
		3.1 Pre-Collision
		3.2 Collision
		3.3 Post-Collision
	4 Approaches for Accident Detection
		4.1 Analysis of Traffic Flow Pattern
		4.2 Analysis of Vehicle Activities
		4.3 Modeling of Vehicle Interactions
	5 Approaches for Accident Detection
	6 Application of Deep Image Processing on Accident Detection
	7 Proposed Methodology
		7.1 Trajectory Intersection Identification
		7.2 Deep Training
		7.3 Collision Identification from Sensors
		7.4 Collision Probability Generation
		7.5 Accident Preventive Measures
		7.6 Controlling Server
	8 Conclusion
	References
Smart Automobile Health Monitoring System
	1 Introduction
	2 Health Monitoring of Automobiles
		2.1 Application of AI in Mechanical Engineering
	3 Application of Machine Learning for Health Monitoring
	4 Impact of IoT in Automobile Health Monitoring
	5 Proposed Methodology
		5.1 Automobile Health Monitoring
		5.2 Monitoring
		5.3 Data Collection
		5.4 Data Analysis and Comparison by Machine Learning (ML)
		5.5 Prediction of Damage or Upcoming Faults by Artificial Intelligence
	6 Discussion
		6.1 Fuel Efficiency Monitoring
		6.2 Suspension Adjustment Monitoring
		6.3 Air Inflation Monitoring
	7 Conclusion
	References
Fault Detection and Data Management for IIoT
	1 Introduction
	2 Sensor Faults
	3 Network Management
	4 SELF-TEL Architecture
		4.1 Data Communication Phase
		4.2 Computation Phase
		4.3 Learning and Decision Phase
		4.4 TEL-Threshold Based Extreme Learning Machines
	5 Delay Aware Concurrent Data Management
		5.1 DCDM Operation
		5.2 Edge Requests Processing
		5.3 Data Allocation
	6 Result and Discussion
	7 Conclusion
	References
Theoretical and Instructional Aspects of Using Multimedia Resources in Language Education: A Cognitive View
	1 Introduction
	2 Brain and Cognition
		2.1 Basic Cognitive Processes
		2.2 Cognitive Load
		2.3 Dual Coding
	3 Multimedia from the Cognitive View
		3.1 Multiple Literacies
		3.2 Visual Communication
		3.3 Multimedia and Visualizations
		3.4 Visualizers Versus Verbalizers
	4 Towards a Multimedia Learning Culture
		4.1 Satisfying Different Learning Styles
		4.2 Learning Through Visualizations
		4.3 Assessing Multimedia Literacy
		4.4 Instructional Design Principles
	5 Conclusion
	References
Data Mining Techniques for Producing Clustering in Big Data with MapReduce Function
	1 Introduction
	2 MapReduce in Hadoop
	3 Types of Clustering Algorithm
	4 Result and Discussion
	5 Conclusion
	References
Machine Learning Techniques for Biometric Fingerprint Recognition Using the Magnitudes to Provide Privacy and Integrity
	1 Introduction
	2 Related Work
	3 Proposed Work
	4 Methodology
		4.1 Identification and Verification Systems
		4.2 Verification
		4.3 Identification
		4.4 Feature Varieties
		4.5 Image Process and Verification
		4.6 Image Specifications
		4.7 Image Sweetening
		4.8 Description of Algorithm
	5 Results
		5.1 Selected Image
		5.2 Orientation Field
	6 Conclusion
	References
Study and Develop an Effective Interfaces to Upload Data into Enterprise Resource Planning System
	1 Introduction
	2 Data Migration
	3 Related Works
	4 Proposed Work (Target-Based Data Migration)
	5 Experimental Results
	6 Discussion
	7 Conclusion
	References