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 …

A semi-automatic metadata extraction model and method for video-based e-learning contents

S Pal, PKD Pramanik, T Majumdar… - Education and Information …, 2019 - Springer
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 …

A Closer Look into Recent Video-based Learning Research: A Comprehensive Review of Video Characteristics, Tools, Technologies, and Learning Effectiveness

E Navarrete, A Nehring, S Schanze, R Ewerth… - arXiv preprint arXiv …, 2023 - arxiv.org
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 …

Content-based search in lecture video: a systematic literature review

D Chand, H Ogul - 2020 3rd International Conference on …, 2020 - ieeexplore.ieee.org
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 …

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 …

A novel system for visual navigation of educational videos using multimodal cues

B Zhao, S Lin, X Luo, S Xu, R Wang - Proceedings of the 25th ACM …, 2017 - dl.acm.org
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 …

Leveraging cognitive computing for multi-class classification of e-learning videos

D Dessì, G Fenu, M Marras… - The Semantic Web …, 2017 - Springer
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 …

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 …

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 …

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 …