Invention Application
- Patent Title: FACILITATING CHANGES TO ONLINE COMPUTING ENVIRONMENT BY EXTRAPOLATING INTERACTION DATA USING MIXED GRANULARITY MODEL
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Application No.: US18226079Application Date: 2023-07-25
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Publication No.: US20250036706A1Publication Date: 2025-01-30
- Inventor: Yuan Yuan , Bei Huang , Lijing Wang , Yancheng Li , Bowen Wang , Jin Xu , Zhenyu Yan , Qilong Yuan
- Applicant: Adobe Inc.
- Applicant Address: US CA San Jose
- Assignee: Adobe Inc.
- Current Assignee: Adobe Inc.
- Current Assignee Address: US CA San Jose
- Main IPC: G06F16/957
- IPC: G06F16/957 ; G06F9/451 ; H04L67/50

Abstract:
In some embodiments, a computing system extrapolates aggregated interaction data associated with users of an online platform by applying a mixed granularity model to generate extrapolated interaction data for each user in the users. The aggregated interaction data includes a total number of occurrences of a target action performed by the users with respect to the online platform. The extrapolated data includes a series of actions leading to the target action for each user. The computing system identifies an impact of each action in the series of actions for each user on leading to the target action based, at least in part, upon the extrapolating a series of actions associated with the user. User interfaces presented on the online platform can be modified based on at least the identified impacts to improve customization of the user interfaces to the users or enhance an experience of the users.
Information query