- Santa Monica CA, US Jason Brewer - Marina del Rey CA, US Nima Khajehnouri - Los Angeles CA, US Hadi Minooei - Irvine CA, US Benjamin C. Steele - Oak Park CA, US Qian You - Marina del Rey CA, US
International Classification:
G06N 5/02 G06F 16/951 G06N 20/00
Abstract:
Systems and methods are provided for receiving a request for lookalike data, the request for lookalike data comprising seed data and generating sample data from the seed data and from user data for a plurality of users, to use in a lookalike model training. The systems and methods further provide for capturing a snapshot of social graph data for a plurality of users and computing social graph features based on the seed data and the user data for the plurality of users, training a lookalike model based on the sample data and the computed social graph features to generate a trained lookalike model, generating a lookalike score for each user of the plurality of users in the user data using the trained lookalike model, and generating a list comprising a unique identifier for each user of the plurality of users and an associated lookalike score for each unique identifier.
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