Scaling Evidence-based Instructional Design Expertise through Large Language Models.
Gautam YadavPublished in: CoRR (2023)
Keyphrases
- instructional design
- language model
- language modeling
- learning processes
- online learning
- expert finding
- learning theory
- document retrieval
- distance education
- probabilistic model
- design principles
- n gram
- speech recognition
- retrieval model
- information retrieval
- expert search
- language modelling
- statistical language models
- query expansion
- context sensitive
- design process
- query terms
- pseudo relevance feedback
- multimedia learning
- expert systems
- document ranking
- multiple intelligences
- instructional materials
- cognitive theory
- smoothing methods
- query specific
- relevance model
- distance learning
- test collection
- educational games
- social interaction
- case study