Learning to Rank Research Articles: A Case Study of Collaborative Filtering and Learning to Rank in ScienceDirect.
Daniel KershawBenjamin PettitMaya HristakevaKris JackPublished in: BIR@ECIR (2020)
Keyphrases
- learning to rank
- collaborative filtering
- recommender systems
- ranking functions
- matrix factorization
- evaluation measures
- ranking svm
- direct optimization
- data sparsity
- loss function
- relevance judgments
- document retrieval
- learning to rank algorithms
- user profiles
- evaluation metrics
- user preferences
- query dependent
- information retrieval
- machine learning
- user behavior
- test collection
- user feedback