Predictive video analytics in online courses: A systematic literature review

OR Yürüm, T Taşkaya-Temizel, S Yıldırım - Technology, Knowledge and …, 2023 - Springer
The purpose of this study was to investigate the use of predictive video analytics in online
courses in the literature. A systematic literature review was performed based on a hybrid …

Impact of lecturer's discourse for students' video engagement: Video learning analytics case study of moocs

T Atapattu, K Falkner - Journal of Learning Analytics, 2018 - learning-analytics.info
Lecture videos are amongst the most widely used instructional methods in present Massive
Open Online Courses (MOOCs) and other digital educational platforms. As the main form of …

Video analytics in digital learning environments: Exploring student behaviour across different learning contexts

M Khalil, P Topali, A Ortega-Arranz, E Er… - Technology, Knowledge …, 2023 - Springer
The use of videos in teaching has gained impetus in recent years, especially after the
increased attention towards remote learning. Understanding students' video-related …

Video-based learning and open online courses

M Giannakos, K Chorianopoulos, M Ronchetti… - 2014 - ntnuopen.ntnu.no
In this article, we provide an overview of the emerging research area on Analytics and Video-
Based Learning. Although there are many and diverse ways of designing learning videos …

Predicting student performance in higher educational institutions using video learning analytics and data mining techniques

R Hasan, S Palaniappan, S Mahmood, A Abbas… - Applied Sciences, 2020 - mdpi.com
Technology and innovation empower higher educational institutions (HEI) to use different
types of learning systems—video learning is one such system. Analyzing the footprints left …

Making sense of video analytics: Lessons learned from clickstream interactions, attitudes, and learning outcome in a video-assisted course

MN Giannakos, K Chorianopoulos… - International review of …, 2015 - erudit.org
Online video lectures have been considered an instructional media for various pedagogic
approaches, such as the flipped classroom and open online courses. In comparison to other …

Open system for video learning analytics

K Chorianopoulos, MN Giannakos… - Proceedings of the first …, 2014 - dl.acm.org
Video lectures are nowadays widely used by growing numbers of learners all over the world.
Nevertheless, learners' interactions with the videos are not readily available, because online …

Predictive analysis of online television videos using machine learning algorithms

JB Rebecca, VV Ramalingam… - … and Methods of …, 2022 - Wiley Online Library
In recent years, intelligent machine systems promote different disciplines and facilitate
reasonable solutions in various domains. Machine learning offers higher‐level services for …

Investigating interactive video assessment tools for online and blended learning

D Blackstock, S Edel-Malizia, K Bittner… - … Conference on e …, 2017 - books.google.com
Using digital video as a learning tool is quickly becoming one of the most popular ways for
instructors to convey content to students. With instructors assigning online videos from …

[PDF][PDF] Analytics of learner video use

N Mirriahi, L Vigentini - Handbook of learning analytics, 2017 - academia.edu
Videos are becoming a core component of many pedagogical approaches, particularly with
the rise in interest in blended learning, flipped classrooms, and massive open and online …