SentiWordNet Ontology and Deep Neural Network Based Collaborative Filtering Technique for Course Recommendation in an E-Learning Platform.
N. VedavathiK. M. Anil KumarPublished in: Int. J. Uncertain. Fuzziness Knowl. Based Syst. (2022)
Keyphrases
- collaborative filtering
- e learning
- recommender systems
- matrix factorization
- life long
- neural network
- data sparsity
- personalized recommendation
- recommendation systems
- user preferences
- knowledge representation
- domain specific
- domain knowledge
- product recommendation
- knowledge base
- semantic web
- pervasive learning
- collaborative filtering recommendation
- cold start problem
- recommendation algorithms
- web page recommendation
- online dating
- transfer learning
- recommendation quality
- learning objects
- latent factor models
- learning environment
- learning resources
- item recommendation
- online learning
- domain ontology
- user ratings
- cold start
- making recommendations
- deal with information overload
- real time
- content management
- mobile applications
- learning experience
- learning activities
- information overload
- distance learning
- higher education
- semantic information
- knowledge management
- learning process