the-algorithm/user-signal-service
twitter-team f1b5c32734 Open-sourcing User Signal Service
User Signal Service (USS) is a centralized online platform that supplies comprehensive data on user actions and behaviors on Twitter. This service stores information on both explicit signals, such as Favorites, Retweets, and replies, and implicit signals like Tweet clicks, profile visits, and more.
2023-04-14 16:45:37 -05:00
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server Open-sourcing User Signal Service 2023-04-14 16:45:37 -05:00
thrift/src/main/thrift Open-sourcing User Signal Service 2023-04-14 16:45:37 -05:00
README.md Open-sourcing User Signal Service 2023-04-14 16:45:37 -05:00

User Signal Service

User Signal Service (USS) is a centralized online platform that supplies comprehensive data on user actions and behaviors on Twitter. This information encompasses both explicit signals, such as favoriting, retweeting, and replying, as well as implicit signals, including tweet clicks, video views, profile visits, and more.

To ensure consistency and accuracy, USS gathers these signals from various underlying datasets and online services, processing them into uniform formats. These standardized source signals are then utilized in candidate retrieval and machine learning features for ranking stages.