Publication Date
| In 2025 | 0 |
| Since 2024 | 0 |
| Since 2021 (last 5 years) | 2 |
| Since 2016 (last 10 years) | 3 |
| Since 2006 (last 20 years) | 4 |
Descriptor
| Integrated Learning Systems | 4 |
| Models | 4 |
| Network Analysis | 4 |
| Teaching Methods | 4 |
| Academic Achievement | 2 |
| College Students | 2 |
| Computer Assisted Instruction | 2 |
| Computer Assisted Testing | 2 |
| Computer Software | 2 |
| Content Analysis | 2 |
| Data Analysis | 2 |
| More ▼ | |
Source
| Computers & Education | 1 |
| Interactive Learning… | 1 |
| International Educational… | 1 |
| Journal of Learning Analytics | 1 |
Author
| Aguilar, J. | 1 |
| Barnes, Tiffany, Ed. | 1 |
| Buendia, O. | 1 |
| Dawson, Shane | 1 |
| Gutiérrez, J. | 1 |
| Hershkovitz, Arnon, Ed. | 1 |
| Hu, Xiangen, Ed. | 1 |
| Macfadyen, Leah P. | 1 |
| Paquette, Luc, Ed. | 1 |
| Pinto, A. | 1 |
| Siew, Cynthia S. Q. | 1 |
| More ▼ | |
Publication Type
| Journal Articles | 3 |
| Reports - Evaluative | 2 |
| Collected Works - Proceedings | 1 |
| Reports - Research | 1 |
Education Level
| Higher Education | 3 |
| Postsecondary Education | 3 |
| Early Childhood Education | 1 |
| Junior High Schools | 1 |
| Middle Schools | 1 |
| Secondary Education | 1 |
Audience
Location
| China | 1 |
Laws, Policies, & Programs
Assessments and Surveys
What Works Clearinghouse Rating
Peer reviewed
Download full textSiew, Cynthia S. Q. – Journal of Learning Analytics, 2022
This commentary discusses how research approaches from Cognitive Network Science can be of relevance to research in the field of Learning Analytics, with a focus on modelling the knowledge representations of learners and students as a network of interrelated concepts. After providing a brief overview of research in Cognitive Network Science, I…
Descriptors: Network Analysis, Learning Analytics, Cognitive Processes, Knowledge Level
Direct linkAguilar, J.; Buendia, O.; Pinto, A.; Gutiérrez, J. – Interactive Learning Environments, 2022
Social Learning Analytics (SLA) seeks to obtain hidden information in large amounts of data, usually of an educational nature. SLA focuses mainly on the analysis of social networks (Social Network Analysis, SNA) and the Web, to discover patterns of interaction and behavior of educational social actors. This paper incorporates the SLA in a smart…
Descriptors: Learning Analytics, Cognitive Style, Socialization, Social Networks
Hu, Xiangen, Ed.; Barnes, Tiffany, Ed.; Hershkovitz, Arnon, Ed.; Paquette, Luc, Ed. – International Educational Data Mining Society, 2017
The 10th International Conference on Educational Data Mining (EDM 2017) is held under the auspices of the International Educational Data Mining Society at the Optics Velley Kingdom Plaza Hotel, Wuhan, Hubei Province, in China. This years conference features two invited talks by: Dr. Jie Tang, Associate Professor with the Department of Computer…
Descriptors: Data Analysis, Data Collection, Graphs, Data Use
Macfadyen, Leah P.; Dawson, Shane – Computers & Education, 2010
Earlier studies have suggested that higher education institutions could harness the predictive power of Learning Management System (LMS) data to develop reporting tools that identify at-risk students and allow for more timely pedagogical interventions. This paper confirms and extends this proposition by providing data from an international…
Descriptors: Network Analysis, Academic Achievement, At Risk Students, Prediction
