Emotion-semantic-aware dual contrastive learning for epistemic emotion identification of learner-generated reviews in MOOCs

Z Liu, C Wen, Z Su, S Liu, J Sun… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Identifying the epistemic emotions of learner-generated reviews in massive open online
courses (MOOCs) can help instructors provide adaptive guidance and interventions for …

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 …

Is college students' trajectory associated with academic performance?

H Lim, S Kim, KM Chung, K Lee, T Kim, J Heo - Computers & Education, 2022 - Elsevier
Many higher-education institutions have endeavored to understand students' characteristics
in order to improve the quality of education. To this end, demographic information and …

Temporal emotion-aspect modeling for discovering what students are concerned about in online course forums

Z Liu, C Yang, S Rüdian, S Liu, L Zhao… - Interactive Learning …, 2019 - Taylor & Francis
Textual data, as a key carrier of learning feedback, is continuously produced by many
students within course forums. The temporal nature of discussion requires students' …

Academic performance prediction based on multisource, multifeature behavioral data

L Zhao, K Chen, J Song, X Zhu, J Sun… - IEEE …, 2020 - ieeexplore.ieee.org
Digital data trails from disparate sources covering different aspects of student life are stored
daily in most modern university campuses. However, it remains challenging to (i) combine …

Quantifying the influence of achievement emotions for student learning in MOOCs

B Liu, W Xing, Y Zeng, Y Wu - Journal of Educational …, 2021 - journals.sagepub.com
Massive Open Online Courses (MOOCs) have become a popular tool for worldwide
learners. However, a lack of emotional interaction and support is an important reason for …

A Learning Analytics Approach To Modelling Student-Staff Interaction From Students' Perception Of Engagement Practices

O Oladipupo, S Samuel - IEEE Access, 2024 - ieeexplore.ieee.org
The connection between student-staff interaction, students' positive outcomes, and
institutions has been widely studied as a key focus of research on student engagement and …

Research on the Teaching Reform of Inorganic Chemistry Based on SPOC and FCM during COVID-19

Z Li, W Jiang - Sustainability, 2022 - mdpi.com
The COVID-19 pandemic has created a fundamental shift in the Chinese education system,
which has compelled teachers and students to accommodate the process of online learning …

[PDF][PDF] Minimizing the Number of Dropouts in University Pedagogy Online Courses.

S Laato, E Lipponen, H Salmento, H Vilppu… - CSEDU (1), 2019 - utupub.fi
Students' engagement and retention in online courses have been found to be in general
significantly lower than in contact teaching. Multiple reasons for this exist, but improving …

The comparison of two automated feedback approaches based on automated analysis of the online asynchronous interaction: a case of massive online teacher …

N Ma, YL Zhang, CP Liu, L Du - Interactive Learning Environments, 2024 - Taylor & Francis
Online asynchronous interaction is considered a core part of online teacher training, which
has an important impact on learners' learning experience and learning outcomes. How to …