Recommender Systems (RecSys)

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:technology information filtering system
gptkbp:abbreviation	gptkb:Recommender_Systems
gptkbp:hasType	collaborative filtering content-based filtering hybrid filtering
https://www.w3.org/2000/01/rdf-schema#label	Recommender Systems (RecSys)
gptkbp:relatedTo	gptkb:artificial_intelligence gptkb:machine_learning gptkb:Amazon_recommendation_engine gptkb:Netflix_Prize gptkb:RecSys_conference gptkb:Spotify_recommendation_system gptkb:YouTube_recommendation_system deep learning neural networks privacy diversity precision F1 score personalization recall data mining ranking algorithms scalability fairness long tail novelty matrix factorization cold start problem context-aware recommendation evaluation metrics explainable recommendation explicit data explicit feedback implicit data implicit feedback item profile mean average precision personalized ranking popularity bias root mean square error serendipity session-based recommendation sparsity problem user engagement user modeling user profile user retention user satisfaction user-item interaction
gptkbp:usedFor	content filtering personalized recommendations product recommendations
gptkbp:usedIn	gptkb:media Advertising e-commerce online streaming news websites
gptkbp:bfsParent	gptkb:ACM_SIGCHI
gptkbp:bfsLayer	5