This page is obsolete. It is being retained for archival purposes. It may document extensions or features that are obsolete and/or no longer supported. Do not rely on the information here being up-to-date.
The Core Platform Team and its initiatives do not exist anymore. See MediaWiki Engineering Group instead since 2023.
Use machine learning to detect multiple accounts controlled by the same person used for sockpuppetry
Target Group(s):
Wiki moderators
Anti-Harassment Tools
Research
Machine Learning
Needs:
(Moderators) Check an account to see if it shows signs of being a sockpuppet
(AHT) Provide a user interface for checking accounts for sockpuppetry
(Research) Host the machine learning model they created for detecting sockpuppets
(Machine Learning) API interface to machine learning model
(Machine Learning) Interim model hosting while ML platform is being built
Product:
Kubernetes image running MLFlow to host the ML Model
API facade for MLFlow, only allowing access to checkuser users
Deployment tools for updating and revising the model
Aligned Goals:
"Software platforms with integrated machine learning, rich media, and structured data components, and associated tooling for internal and external development and reuse of code and content."
