qCLEF: A Proposal to Evaluate Quantum Annealing for Information Retrieval and Recommender Systems.
Andrea PasinMaurizio Ferrari DacremaPaolo CremonesiNicola FerroPublished in: CLEF (2023)
Keyphrases
- recommender systems
- information retrieval
- probability ranking principle
- information filtering
- user modeling
- collaborative filtering
- simulated annealing
- quantum probability
- cold start problem
- matrix factorization
- information extraction
- search engine
- user preferences
- learning to rank
- information access
- information retrieval systems
- document collections
- user modelling
- information overload
- text mining
- neural network
- computational linguistics
- language modeling
- retrieval model
- question answering
- user profiles
- language model
- user model
- knowledge discovery
- data sparsity
- image retrieval
- quantum mechanics
- collaborative filtering algorithms
- quantum computation