Unbiased Offline Evaluation for Learning to Rank with Business Rules.
Matej JakimovAlexander BuchholzYannik SteinThorsten JoachimsPublished in: CoRR (2023)
Keyphrases
- learning to rank
- business rules
- evaluation measures
- evaluation metrics
- relevance judgments
- ranking functions
- information retrieval
- loss function
- business process
- information systems
- business processes
- collaborative filtering
- direct optimization
- reverse engineering
- supervised learning
- ranking svm
- retrieval systems
- document retrieval
- learning to rank algorithms
- test collection
- data sets
- fine grained
- web search
- relational databases
- databases
- ranking algorithm
- information retrieval systems
- production rules
- feature selection
- data mining