US Patent:
20200294072, Sep 17, 2020
Inventors:
- San Francisco CA, US
Tanya Soluk - San Carlos CA, US
Qingyuan Zhang - Los Altos CA, US
Jingjing Zhang - Redwood City CA, US
Bingxin Mao - Shanghai, CN
Linjun Chen - San Jose CA, US
Jiaqi Xu - Foster City CA, US
International Classification:
G06Q 30/02
G06F 16/245
G06N 5/04
G06Q 40/02
Abstract:
Provided is a method including determining a combined plurality of accounts, determining, for each account of the combined plurality of accounts, aggregate transaction data associated with a plurality of transactions involving the account; determining a first cohort level group including a group of exposed accounts and controls accounts; determining a first segment level group of accounts from the first cohort level group of accounts; generating a prediction model based on a plurality of control accounts that are included in the first segment level group of accounts; identifying a first exposed account of a plurality of exposed accounts; determining a first control account of the plurality of control accounts that corresponds to a first exposed account using the prediction model; and outputting a report comprising data associated with the first control account that corresponds to the first exposed account. Systems and computer program products are also provided.