Multimedia Technology and Enhanced Learning
Springer International Publishing (Verlag)
978-3-031-50579-9 (ISBN)
The 121 papers presented in the proceedings set were carefully reviewed and selected from 285 submissions. They were organized in topical sections as follows: AI-based education and learning systems; medical and healthcare; computer vision and image processing; data mining and machine learning; workshop 1: AI-based data processing, intelligent control and their applications; workshop 2: intelligent application in education; and workshop 3: the control and data fusion for intelligent systems.
Workshop 1: AI-based Data Processing, Intelligent Control and Their Applications: Research and practice of sample data set collection platform based on deep learning campus question answering system.- An optimized eight-layer convolutional neural network based on blocks for Chinese fingerspelling sign language recognition.- Opportunities and Challenges of Education based on AI - The case of ChatGPT.- Visualization Techniques for analyzing learning effects - taking python as an example.- Adversarial Attack on Scene Text Recognition Based on Adversarial Networks.- Collaboration of Intelligent Systems to ImproveInformation Security.- X"1+X" Blended Teaching Mode Design in MOOC Environment.- A CNN-based algorithm with optimized attention mecha-nism for sign language gesture recognition.- Research on Application of Deep Learning in Esophageal Cancer Pathological Detection.- Workshop 2: Intelligent Application in Education: Coke Quality Prediction Based on Blast Furnace Smelting Process Data.- Design and development on an accessible community website of online learning and communication for the disabled.- Exploration of the Teaching and Learning Model for College Students with Autism Based on Visual Perception-A case study in Nanjing Normal University of Special Education.- Multi-modal Characteristics Analysis of Teaching Behaviors in Intelligent Classroom.- Based on the 2010-2022 review of domestic and foreign educational evaluation and university internal evaluation methods.- A Summary of the Research Methods of Artificial Intelligence in Teaching.- A Sign Language Recognition based on Optimized Transformer Target Detection Model.- Workshop 3: The Control and Data Fusion for Intelligent Systems: History and Trends in the Development of Electrostimulation Electrodes.- Non-invasive scoliosis assessment in adolescents.- Algorithm of pedestrian detection based on YOLOv4.- A survey of the effects of electrical stimulation on pain in patients with knee osteoarthritis.- The Design of Rehabilitation Glove System Based on sEMG Signals Control.- Gaussian Mass Function based Multiple Model Fusion for Apple Classification.- Research on lightweight pedestrian detection method based on YOLO.- Research on the verification method of capillary viscometer based on connected domain.- Research on License Plate Recognition Methods based on YOLOv5s and LPRNet.- Research on Defective Apple Detection Based on Attention Module and ResNet-50 Network.- Understanding the Trend of Internet of Things Data Prediction.- Finite element simulation of cutting temperature distribution in coated tools during turning processes.- Teaching Exploration on Calculation Method under the Background of Emerging Engineering.- Predicting NOx emission in thermal power plants based onbidirectional long and short term memory network.- On the Trend and Problems of IoT Data Anomaly.- Power Sequencial Data - Forecasting Trend.- Comparison of Machine Learning Algorithms for Sequencial Dataset Prediction Detection.- Trend and Methods of IoT Sequential Data Outlier Detection.- Optimization of Probabilistic Roadmap based on two-dimensional static environment.- Partition Sampling Strategy for Robot Motion Planning in Narrow Passage under Uncertainty.- IoT Time-Series Missing Value Imputation - Comparison of Machine Learning Methods.
| Erscheinungsdatum | 21.02.2024 |
|---|---|
| Reihe/Serie | Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering |
| Zusatzinfo | XIV, 414 p. 218 illus., 160 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 652 g |
| Themenwelt | Schulbuch / Wörterbuch ► Unterrichtsvorbereitung ► Unterrichts-Handreichungen |
| Mathematik / Informatik ► Informatik | |
| Schlagworte | Applications • Computer Science • conference proceedings • Informatics • Research |
| ISBN-10 | 3-031-50579-4 / 3031505794 |
| ISBN-13 | 978-3-031-50579-9 / 9783031505799 |
| Zustand | Neuware |
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