The Role of Document Embedding in Research Paper Recommender Systems: To Breakdown or to Bolster Disciplinary Borders?
Eoghan CunninghamDerek GreeneBarry SmythPublished in: CoRR (2023)
Keyphrases
- recommender systems
- collaborative filtering
- information retrieval
- document collections
- document images
- cold start problem
- user profiles
- vector space
- user modeling
- retrieval systems
- document retrieval
- semantic information
- document clustering
- user interests
- vector space model
- document representation
- user preferences
- structured documents
- document analysis
- xml documents
- recommendation quality
- trust aware