Konzeption eines Collaborative Filtering Algorithmus für E-Learning-Szenarien.
Anton BißbortChristina Di ValentinAndreas EmrichPeter LoosPublished in: MKWI (2014)
Keyphrases
- collaborative filtering
- e learning
- recommender systems
- data sparsity
- learning environment
- matrix factorization
- learning technologies
- learning objects
- user preferences
- distance education
- knowledge management
- online learning
- learning resources
- recommendation systems
- user profiles
- adaptive e learning
- neighbor selection
- deal with information overload
- learning process
- personalized recommendation
- emerging technologies
- web page recommendation
- multimedia
- adaptive hypermedia systems
- distance learning
- learning management systems
- virtual classroom
- content based filtering
- cold start problem
- mobile learning
- collaborative filtering algorithms
- data sets
- cold start
- content management
- educational institutions
- blended learning