The Cold Start Problem

GPTKB entity

Statements (18)
Predicate Object
gptkbp:instanceOf problem
gptkbp:affects collaborative filtering
content-based filtering
gptkbp:describes difficulty in making recommendations for new users or items
gptkbp:field gptkb:machine_learning
information retrieval
recommender systems
gptkbp:firstDescribed academic literature on recommender systems
https://www.w3.org/2000/01/rdf-schema#label The Cold Start Problem
gptkbp:relatedTo data sparsity
item cold start
user cold start
gptkbp:solvedBy active learning
hybrid recommendation systems
user onboarding surveys
using side information
gptkbp:bfsParent gptkb:Andrew_Chen
gptkbp:bfsLayer 6