Statements (18)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb: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
|
| 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
|
| https://www.w3.org/2000/01/rdf-schema#label |
The Cold Start Problem
|