FeedbackLogs
FeedbackLogs
Overview
Example log
Make your own
Example
FeedbackLog
: TV Content Recommendation
Initial state
Data
User watch history of TV content(films, TV series, sports events) including time of day something was watched and the percentage of the content that was watched. User details, such as time being subscribed to the service
Model
Model trained on this data in order to provide recommendations for what to watch next. Model uses a Convolutional Neural Network architecture, based on the features described above.
Metrics
Click-through rates of top-N provided recommendations and the watch percentage of the recommended content (e.g. did the user watch what was recommended to them? How long did they watch it for?).
Records
Record 1
New record
Final state
Data
Model
Metric performance