Computer Vision and NLP based Multimodal Ensemble Attentiveness Detection API for E-Learning.
Manesha Dimanthi WijeratneRanepura Hewage Gayan Asanka LakmalWeerasinghe Kulathunga Shashikala GeethadhariManula Akbo AthalageAnjalie GamageDharshana KasthurirathnaPublished in: EDUCON (2021)
Keyphrases
- computer vision
- e learning
- object detection
- natural language processing
- automatic detection
- multimedia
- machine learning
- neural network
- object recognition
- image processing
- detection method
- computer vision algorithms
- natural language
- learning resources
- computer graphics
- false alarms
- image segmentation
- knowledge management
- learning materials
- camera calibration
- question answering
- detection algorithm
- multi modal
- ensemble methods
- learning process
- image analysis
- training set
- pattern recognition
- training data
- learning management systems
- multiple classifiers
- ensemble learning
- image understanding
- detection rate
- distance learning
- learning experience
- false positives
- anomaly detection
- online learning
- vision system
- open source
- text mining
- learning environment
- learning algorithm