- 专利标题： Computer-based systems for dynamic persona-based access to computer network resources based on machine learning techniques and methods of use thereof
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申请号： US16888169申请日： 2020-05-29
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公开(公告)号： US11516299B1公开(公告)日： 2022-11-29
- 发明人: Nazish Amir-Siddiqi , Jeremy D. Seideman , Matthew K. Meyer , Jillian Smythe , Nishit Bandi , Mark T. Horton , Thomas J. Katavic
- 申请人： American Express Travel Related Services Co., Inc.
- 申请人地址： US NY New York
- 专利权人： American Express Travel Related Services Co., Inc.
- 当前专利权人： American Express Travel Related Services Co., Inc.
- 当前专利权人地址： US NY New York
- 代理机构： Sterne, Kessler, Goldstein & Fox P.L.L.C.
- 主分类号： H04L67/306
- IPC分类号： H04L67/306 ; H04L9/40 ; G06F40/20 ; G06N5/04 ; G06N20/00
摘要：
At least some embodiments are directed to a system that receives a profile values associated from new user profiles of a computer network or system. A machine learning system determines a set of existing profiles that share at least one common profile value with the new user profile. A second machine learning model determines a set of existing user entitlements associated with the set of existing profiles. The new user profile is processed by a natural language processing engine to determine a set of new user entitlements from the set of existing user entitlements. The system provides the new user with access to electronic resources of the computer network. The system tracks the new user computer network or system activities and updates the new user profile based on the set of new user entitlements and the new user activity on the computer network or system.
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