A review on sentiment discovery and analysis of educational big‐data

Z Han, J Wu, C Huang, Q Huang… - … Reviews: Data Mining …, 2020 - Wiley Online Library
Sentiment discovery and analysis (SDA) aims to automatically identify the underlying
attitudes, sentiments, and subjectivity towards a certain entity such as learners and learning …

Data-driven online learning engagement detection via facial expression and mouse behavior recognition technology

Z Zhang, Z Li, H Liu, T Cao… - Journal of Educational …, 2020 - journals.sagepub.com
Online learning engagement detection is a fundamental problem in educational information
technology. Efficient detection of students' learning situations can provide information to …

What if social robots look for productive engagement? Automated assessment of goal-centric engagement in learning applications

J Nasir, B Bruno, M Chetouani… - International Journal of …, 2022 - Springer
In educational HRI, it is generally believed that a robots behavior has a direct effect on the
engagement of a user with the robot, the task at hand and also their partner in case of a …

Automatic context-aware inference of engagement in HMI: A survey

H Salam, O Celiktutan, H Gunes… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Engagement is the process by which participants establish, maintain, and end their
perceived connection. Automatic engagement inference is one of the tasks required to …

Automatic context-driven inference of engagement in hmi: A survey

H Salam, O Celiktutan, H Gunes… - arxiv preprint arxiv …, 2022 - arxiv.org
An integral part of seamless human-human communication is engagement, the process by
which two or more participants establish, maintain, and end their perceived connection …

Holoboard: A large-format immersive teaching board based on pseudo holographics

J Gong, T Han, S Guo, J Li, S Zha, L Zhang… - The 34th Annual ACM …, 2021 - dl.acm.org
In this paper, we present HoloBoard, an interactive large-format pseduo-holographic display
system for lecture based classes. With its unique properties of immersive visual display and …

Personalized productive engagement recognition in robot-mediated collaborative learning

VV Chithrra Raghuram, H Salam, J Nasir… - Proceedings of the …, 2022 - dl.acm.org
In this paper, we propose and compare personalized models for Productive Engagement
(PE) recognition. PE is defined as the level of engagement that maximizes learning …

Semi-supervised model personalization for improved detection of learner's emotional engagement

N Alyuz, E Okur, E Oktay, U Genc, S Aslan… - Proceedings of the 18th …, 2016 - dl.acm.org
Affective states play a crucial role in learning. Existing Intelligent Tutoring Systems (ITSs) fail
to track affective states of learners accurately. Without an accurate detection of such states …

Behavioral engagement detection of students in the wild

E Okur, N Alyuz, S Aslan, U Genc, C Tanriover… - Artificial Intelligence in …, 2017 - Springer
This paper aims to investigate students' behavioral engagement (On-Task vs. Off-Task) in
authentic classrooms. We propose a two-phased approach for automatic engagement …

An unobtrusive and multimodal approach for behavioral engagement detection of students

N Alyuz, E Okur, U Genc, S Aslan, C Tanriover… - Proceedings of the 1st …, 2017 - dl.acm.org
In this paper, we investigate detection of students' behavioral engagement states (On-Task
vs. Off-Task) in authentic classroom settings. We propose a multimodal detection approach …