Invention Grant
- Patent Title: Radial time schema for event probability classification
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Application No.: US17729303Application Date: 2022-04-26
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Publication No.: US11900384B2Publication Date: 2024-02-13
- Inventor: Itay Margolin , Shlomit Plavner , Ofri Raviv
- Applicant: PAYPAL, INC.
- Applicant Address: US CA San Jose
- Assignee: PayPal, Inc.
- Current Assignee: PayPal, Inc.
- Current Assignee Address: US CA San Jose
- Agency: Haynes and Boone, LLP
- Main IPC: G06Q20/00
- IPC: G06Q20/00 ; G06Q20/40 ; G06Q20/32 ; G06Q20/38

Abstract:
Computer system security and efficiency of processing operations may be improved using techniques that are described relating to analyzing user actions based on time of day of occurrence, and using time of a day as a factor in determining whether a particular action should be allowed or disallowed. Past action times can be transformed to a two-dimensional representation using a radial time schema that avoids discontinuity. A probability distribution can indicate a likelihood of whether a new action fits a previous pattern. If a new user action is relatively unlikely due to time of day, the new user action might be denied/prevented from completing, thus enhancing computer system security and avoiding unnecessary computational processing costs.
Public/Granted literature
- US20220253860A1 Radial Time Schema for Event Probability Classification Public/Granted day:2022-08-11
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