A review on sentiment discovery and analysis of educational big‐data
Sentiment discovery and analysis (SDA) aims to automatically identify the underlying
attitudes, sentiments, and subjectivity towards a certain entity such as learners and learning …
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
Online learning engagement detection is a fundamental problem in educational information
technology. Efficient detection of students' learning situations can provide information to …
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
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 …
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
Engagement is the process by which participants establish, maintain, and end their
perceived connection. Automatic engagement inference is one of the tasks required to …
perceived connection. Automatic engagement inference is one of the tasks required to …
Automatic context-driven inference of engagement in hmi: A survey
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 …
which two or more participants establish, maintain, and end their perceived connection …
Holoboard: A large-format immersive teaching board based on pseudo holographics
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 …
system for lecture based classes. With its unique properties of immersive visual display and …
Personalized productive engagement recognition in robot-mediated collaborative learning
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 …
(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
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 …
to track affective states of learners accurately. Without an accurate detection of such states …
Behavioral engagement detection of students in the wild
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 …
authentic classrooms. We propose a two-phased approach for automatic engagement …
An unobtrusive and multimodal approach for behavioral engagement detection of students
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 …
vs. Off-Task) in authentic classroom settings. We propose a multimodal detection approach …