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E-raamat: Multimedia Technology and Enhanced Learning: 4th EAI International Conference, ICMTEL 2022, Virtual Event, April 15-16, 2022, Proceedings

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This proceedings, ICMTEL 2022, constitutes the refereed proceedings of the 4th International Conference on Multimedia Technology and Enhanced Learning, ICMTEL 2022, held in April 2022. Due to the COVID-19 pandemic the conference was held virtually.

The 59 revised full papers have been selected from 188 submissions. They were organized in topical sections as follows: internet of things and communication; education and enterprise; machine learning; big data and signal processing; workshop of data fusion for positioning and navigation; and workshop of intelligent systems and control.

Internet of Things and Communication.- On Line Monitoring System of
Power Optical Fiber Transmission Network Under Internet of Things
Technology.- Research on Fault Monitoring Device of Highway Bridge Expansion
Joint Based on Internet of Things Technology.- Research on Security Access
Technology of Power Internet of Things Gateway Equipment Based on Artificial
Intelligence.- Construction of A Gateway Boundary Security Protection
Platform Based on The Internet of Things and Cloud Computing.- Comprehensive
Intelligent Training Simulation System for Power Communication Transmission
Network.- Research on Intelligent Anti-collision Device of Heavy Truck Based
on Wireless Communication Technology.- Education and Enterprise.- Design of
Diversified Evaluation System of College Teaching Quality Based on Deep Data
Mining.- Design of A Lightweight MOOC Teaching System for Online Learning in
Colleges and Universities.- Online + Offline Hybrid Teaching Model in The
Post Epidemic Era Based on Deep Reinforcement Learning.- Design of Corpus
Based Comprehensive Ability Evaluation System for College English Teaching.-
Fuzzy Evaluation Model of Teaching Quality of Physical Education Course Based
on Deep Reinforcement Learning.- Design of Online Teaching Mode Recognition
System for Ideological and Political Curriculum Based on Hash Algorithm.-
Design of Cross Language Education Resource Sharing Platform Based on Hadoop
Framework.- Design of interactive language education assistant system based
on data classification.- Basketball Posture Recognition Method in Physical
Education Based on Machine Vision.- Image Recognition Method of Educational
Scene Based on Machine Learning.- Human Motion Recognition Method In Physical
Education Based on Wearable Perception.- Acquiring the Cultural
Characteristics of English Online Courses Based on Wavelet Transformation.-
Sentiment Analysis of Opinions Over Time Toward Saudi Womens Sports.- I
show you how I solved it!.- Design of Enterprise Economic Dynamic Management
System Based on Spark Technology.- Design of Enterprise Financial and
Economic Data Accurate Classification Management System Based on Random
Forest.- Marketing Risk Assessment Method of Industrial and Commercial
Enterprises Based on Convolutional Neural Network.- Evaluation Method of
Enterprise Economic Management Model Effectiveness Based on Deep Data
Mining.- Machine Learning.- Research on The Whole Process Quality Control
Method of Water Conservancy and Hydropower Construction Based on BP Neural
Network.- Intelligent Recommendation Method of Sports Tourism Route Based on
Cyclic Neural Network.-  Plant Landscape Configuration Method Of Regional
Characteristic Rainwater Garden Based On Deep Learning.- Human Resource
Scheduling Control Method Based On Deep Reinforcement Learning.- Research on
Network Personal Data Vulnerability Detection Technology Based on Deep
Learning.- Competency Model of College Students Innovation and
Entrepreneurship from the Perspective of Deep Learning.- Research on Modeling
of Adaptive Allocation of Labor Resources Based on Deep Reinforcement
Learning.- Real-time Detection and Recognition of License Plates for traic
monitoring.- Pressure Compensation Method of Check Valve in Aircraft
Hydraulic System Based on Artificial Intelligence.- Multi-Face Synchronous
Recognition Method for Civil Aviation Security Inspection Based on Deep
Migration Learning.- Big Data and Signal Processing.- Design of Human
Resources Multi-Dimensional Evaluation System Based on Big Data Mining.-
Railway Traic Volume Prediction Method Based on Hadoop Big Data Platform.-
Intelligent Forecasting Method for Substation Operating Cost of Power Network
with Nonstationary Characteristics.- Research on Standard Cost Prediction of
Intelligent Overhaul Based on Multiparticle Optimization.- Research on
Medical Information Processing Based on Data Mining Technology.- Modeling and
Printing Technology Based on 3D Registration Algorithm of MIMICS Software
Applied to Hip Fracture.- Fall detection based on action structured method
and cascaded dilated graph convolution network.- Surface Reconstruction
Method of Color 3D Image Based on Independent Adjustable Sparse Coeicient.-
Personalized Dialogue Generation Method of Chat Robot Based on Topic
Perception.- Multi-Round Dialogue Intention Recognition Method for A Chatbot
Based on Deep Learning.- Vibration Failure Analysis of Civil Aircraft Engine
Blades Based on Virtual Reality.- Intelligent Regulation Method of University
Heating Water Flow Based on Adaptive Control Algorithm.- Binaural
spatialization: comparing Head Related Transfer Function models for use in
Virtual and Augmented Reality applications.- Enhancement of Gravity
Centrality Measure Based on Local Clustering Method by Identifying
Influential Nodes in Social Networks.- Deep Factorized Multi-view Hashing for
Image Retrieval.- Covid-19 detection by Wavelet Entropy and ArtificialBee
Colony.- Heat-map Algorithm based Multi-robots Path Planning
Method.- Workshop of Data Fusion for Positioning and Navigation.- Distributed
quaternion Kalman filter for human tracking using IMU and UWB measurement.-
Robot Navigation in Crowds Environment based Deep Reinforcement Learning with
POMDP.- Workshop of Intelligent Systems and Control.- Stationery recognition
system using dual cameras.- Lower Limb Posture Capture using Quaternion
Kalman Filter.- Design of infrared spectrum information processing algorithm
for Fourier infrared spectrometer.- An FES-Cycling Control System Based on
Crank Angle.- A novel algorithm of machine learning: fractional gradient
boosting decision tree.- Apple Grading Model Based on Improved ResNet-50
Network.