ERIC - Search Results

Publication Date

In 2026	0
Since 2025	1

Descriptor

Algorithms	1
Artificial Intelligence	1
Automation	1
Cluster Grouping	1
Educational Technology	1
Feedback (Response)	1
Information Management	1
Intelligent Tutoring Systems	1
Models	1
Natural Language Processing	1
Technology Uses in Education	1
More ▼

Source

International Educational…

Author

Hyeongdon Moon	1
Pierre Dillenbourg	1
Richard Lee Davis	1
Seyed Parsa Neshaei	1

Publication Type

Reports - Research	1
Speeches/Meeting Papers	1

Education Level

Audience

Location

Laws, Policies, & Programs

Assessments and Surveys

What Works Clearinghouse Rating

Showing one result Save | Export

Using Large Multimodal Models to Extract Knowledge Components for Knowledge Tracing from Multimedia Question Information

Peer reviewed
PDF on ERIC

Download full text

Hyeongdon Moon; Richard Lee Davis; Seyed Parsa Neshaei; Pierre Dillenbourg – International Educational Data Mining Society, 2025

Knowledge tracing models have enabled a range of intelligent tutoring systems to provide feedback to students. However, existing methods for knowledge tracing in learning sciences are predominantly reliant on statistical data and instructor-defined knowledge components, making it challenging to integrate AI-generated educational content with…

Descriptors: Artificial Intelligence, Natural Language Processing, Automation, Information Management