Book Recommendation Using Collaborative Filtering Technology.
Karolina CwojdzinskaMarcin HernesWieslawa GryncewiczArtur RotPawel GolecPublished in: ACIT (2022)
Keyphrases
- collaborative filtering
- recommender systems
- data sparsity
- personalized recommendation
- matrix factorization
- recommendation systems
- user preferences
- cold start
- book covers
- real life examples
- book presents
- cold start problem
- making recommendations
- lotus notes
- collaborative filtering recommendation
- technical aspects
- world class
- case study
- recommendation algorithms
- recommendation quality
- emerging technologies
- latent factor models
- rapid development
- pearson correlation coefficient
- user ratings
- internet technology
- cutting edge
- information filtering
- practical experience
- website
- rapidly evolving
- database software
- digital photography
- online dating
- author biography
- user interests
- researchers and practitioners
- user profiles
- item based collaborative filtering
- computational intelligence
- deal with information overload