YouTube recommendation system
GPTKB entity
Statements (48)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Recommendation
|
| gptkbp:criticizedFor |
misinformation spread
radicalization filter bubbles |
| gptkbp:deployment |
2008
|
| gptkbp:developedBy |
gptkb:Google
|
| https://www.w3.org/2000/01/rdf-schema#label |
YouTube recommendation system
|
| gptkbp:improves |
A/B testing
user feedback |
| gptkbp:influenced |
content discovery
watch time user engagement ad revenue creator visibility video virality |
| gptkbp:input |
user engagement
user demographics video metadata device information user search history user watch history |
| gptkbp:output |
notifications
video recommendations trending videos personalized homepage autoplay queue up next suggestions |
| gptkbp:purpose |
suggest videos to users
|
| gptkbp:relatedTo |
gptkb:YouTube_algorithm
YouTube autoplay YouTube homepage YouTube notifications YouTube trending |
| gptkbp:studiedBy |
social scientists
computer scientists media researchers |
| gptkbp:subjectOf |
gptkb:military
news articles academic papers regulatory scrutiny |
| gptkbp:supportsAlgorithm |
gptkb:machine_learning
deep learning collaborative filtering content-based filtering |
| gptkbp:updated |
continuously
|
| gptkbp:usedBy |
gptkb:YouTube
|
| gptkbp:bfsParent |
gptkb:Recommender_Systems_(RecSys)
|
| gptkbp:bfsLayer |
6
|