Publication Date
| In 2026 | 0 |
| Since 2025 | 0 |
| Since 2022 (last 5 years) | 1 |
| Since 2017 (last 10 years) | 2 |
| Since 2007 (last 20 years) | 3 |
Descriptor
| Intelligent Tutoring Systems | 3 |
| Knowledge Level | 3 |
| Learning Processes | 3 |
| Markov Processes | 3 |
| Bayesian Statistics | 2 |
| Data Analysis | 2 |
| Educational Technology | 2 |
| Feedback (Response) | 2 |
| Models | 2 |
| Prediction | 2 |
| Academic Achievement | 1 |
| More ▼ | |
Author
| Feng, Mingyu, Ed. | 1 |
| Gervet, Theophile | 1 |
| Koedinger, Ken | 1 |
| Koedinger, Kenneth R. | 1 |
| Käser, Tanja, Ed. | 1 |
| Liu, Ran | 1 |
| MacLellan, Christopher J. | 1 |
| Mitchell, Tom | 1 |
| Schneider, Jeff | 1 |
| Talukdar, Partha, Ed. | 1 |
Publication Type
| Reports - Research | 2 |
| Collected Works - Proceedings | 1 |
| Journal Articles | 1 |
| Speeches/Meeting Papers | 1 |
Education Level
| Higher Education | 1 |
| Postsecondary Education | 1 |
| Secondary Education | 1 |
Audience
Location
Laws, Policies, & Programs
Assessments and Surveys
What Works Clearinghouse Rating
Peer reviewed
Download full textGervet, Theophile; Koedinger, Ken; Schneider, Jeff; Mitchell, Tom – Journal of Educational Data Mining, 2020
Intelligent tutoring systems (ITSs) teach skills using learning-by-doing principles and provide learners with individualized feedback and materials adapted to their level of understanding. Given a learner's history of past interactions with an ITS, a learner performance model estimates the current state of a learner's knowledge and predicts her…
Descriptors: Learning Processes, Intelligent Tutoring Systems, Feedback (Response), Knowledge Level
MacLellan, Christopher J.; Liu, Ran; Koedinger, Kenneth R. – International Educational Data Mining Society, 2015
Additive Factors Model (AFM) and Performance Factors Analysis (PFA) are two popular models of student learning that employ logistic regression to estimate parameters and predict performance. This is in contrast to Bayesian Knowledge Tracing (BKT) which uses a Hidden Markov Model formalism. While all three models tend to make similar predictions,…
Descriptors: Factor Analysis, Regression (Statistics), Knowledge Level, Markov Processes
Feng, Mingyu, Ed.; Käser, Tanja, Ed.; Talukdar, Partha, Ed. – International Educational Data Mining Society, 2023
The Indian Institute of Science is proud to host the fully in-person sixteenth iteration of the International Conference on Educational Data Mining (EDM) during July 11-14, 2023. EDM is the annual flagship conference of the International Educational Data Mining Society. The theme of this year's conference is "Educational data mining for…
Descriptors: Information Retrieval, Data Analysis, Computer Assisted Testing, Cheating
