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

ISBN-13: 9783031181221 / Angielski / Miękka / 2022 / 762 str.

Shui-Hua Wang; Yu-Dong Zhang

Opis

This proceedings, ICMTEL 2022, constitutes the refereed proceedings of the 4^th 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.

Spis treści

​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 Women’s 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 traffic 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 Traffic 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 Coefficient.- 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 Artificial Bee 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.