Netflix users

Incidents Harmed By

Incident 1682 Reports
Collaborative Filtering Prone to Popularity Bias, Resulting in Overrepresentation of Popular Items in the Recommendation Outputs

2022-03-01

Collaborative filtering prone to popularity bias, resulting in overrepresentation of popular items in the recommendation outputs.

Related Entities

Facebook

Incidents involved as both Developer and Deployer

Incident 168
2 Reports
Collaborative Filtering Prone to Popularity Bias, Resulting in Overrepresentation of Popular Items in the Recommendation Outputs

LinkedIn

Incidents involved as both Developer and Deployer

Incident 168
2 Reports
Collaborative Filtering Prone to Popularity Bias, Resulting in Overrepresentation of Popular Items in the Recommendation Outputs

YouTube

Incidents involved as both Developer and Deployer

Incident 168
2 Reports
Collaborative Filtering Prone to Popularity Bias, Resulting in Overrepresentation of Popular Items in the Recommendation Outputs

Twitter

Incidents involved as both Developer and Deployer

Incident 168
2 Reports
Collaborative Filtering Prone to Popularity Bias, Resulting in Overrepresentation of Popular Items in the Recommendation Outputs

Netflix

Incidents involved as both Developer and Deployer

Incident 168
2 Reports
Collaborative Filtering Prone to Popularity Bias, Resulting in Overrepresentation of Popular Items in the Recommendation Outputs

Facebook users

Incidents Harmed By

Incident 168
2 Reports
Collaborative Filtering Prone to Popularity Bias, Resulting in Overrepresentation of Popular Items in the Recommendation Outputs

LinkedIn users

Incidents Harmed By

Incident 168
2 Reports
Collaborative Filtering Prone to Popularity Bias, Resulting in Overrepresentation of Popular Items in the Recommendation Outputs

YouTube users

Incidents Harmed By

Incident 168
2 Reports
Collaborative Filtering Prone to Popularity Bias, Resulting in Overrepresentation of Popular Items in the Recommendation Outputs

Twitter Users

Incidents Harmed By

Incident 168
2 Reports
Collaborative Filtering Prone to Popularity Bias, Resulting in Overrepresentation of Popular Items in the Recommendation Outputs