Leveraging BERT for extractive text summarization on lectures
D Miller - arXiv preprint arXiv:1906.04165, 2019 - arxiv.org
In the last two decades, automatic extractive text summarization on lectures has
demonstrated to be a useful tool for collecting key phrases and sentences that best …
demonstrated to be a useful tool for collecting key phrases and sentences that best …
A semi-automatic metadata extraction model and method for video-based e-learning contents
Video-based learning offers a learner a self-paced, lucid, memorizable, and a flexible way of
learning. The availability of abundant educational video materials on the web has certainly …
learning. The availability of abundant educational video materials on the web has certainly …
A Closer Look into Recent Video-based Learning Research: A Comprehensive Review of Video Characteristics, Tools, Technologies, and Learning Effectiveness
People increasingly use videos on the Web as a source for learning. To support this way of
learning, researchers and developers are continuously developing tools, proposing …
learning, researchers and developers are continuously developing tools, proposing …
Content-based search in lecture video: a systematic literature review
With the advancement of science and technology, everything is directly or indirectly related
to it. In the same way, the learning method is also changing. Nowadays e-learning is one of …
to it. In the same way, the learning method is also changing. Nowadays e-learning is one of …
ConceptThread: Visualizing Threaded Concepts in MOOC Videos
Z Zhou, L Ye, L Cai, L Wang, Y Wang… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Massive Open Online Courses (MOOCs) platforms are becoming increasingly popular in
recent years. Online learners need to watch the whole course video on MOOC platforms to …
recent years. Online learners need to watch the whole course video on MOOC platforms to …
A novel system for visual navigation of educational videos using multimodal cues
With recent developments and advances in distance learning and MOOCs, the amount of
open educational videos on the Internet has grown dramatically in the past decade …
open educational videos on the Internet has grown dramatically in the past decade …
Leveraging cognitive computing for multi-class classification of e-learning videos
Multi-class classification aims at assigning each sample to one category chosen among a
set of different options. In this paper, we present our work for the development of a novel …
set of different options. In this paper, we present our work for the development of a novel …
An automated approach to retrieve lecture videos using context based semantic features and deep learning
N Poornima, B Saleena - Sādhanā, 2020 - Springer
Video digitization is one of the emerging technologies holding significant importance over
years in applications like video recording and video compression. There are different …
years in applications like video recording and video compression. There are different …
Vision and natural language for metadata extraction from scientific PDF documents: a multimodal approach
Z Boukhers, A Bouabdallah - Proceedings of the 22nd ACM/IEEE Joint …, 2022 - dl.acm.org
The challenge of automatically extracting metadata from scientific PDF documents varies
depending on the diversity of layouts within the PDF collection. In some disciplines such as …
depending on the diversity of layouts within the PDF collection. In some disciplines such as …
A novel approach to automatic detection of presentation slides in educational videos
B Zhao, S Lin, X Qi, R Wang, X Luo - Neural Computing and Applications, 2018 - Springer
Recent advancement in learning and teaching methodology experimented with virtual reality
(VR)-based presentation form to create immersive learning and training environment. The …
(VR)-based presentation form to create immersive learning and training environment. The …