Analytics personalization framework

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United States of America Patent

PATENT NO 11669431
APP PUB NO 20200226418A1
SERIAL NO

16245920

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Methods, systems, and computer readable medium for personalizing an analytics user interface. The method includes generating a set of training data from received user interaction data, inputting the set of training data to a machine learning model to train the model, generating a set of user interest scores for the particular user that each indicate a user's interest in accessing information corresponding to a UI element of the application, determining, from the user interest scores, that the user is interested in a particular UI element that was not included in the initial UI and has at least a threshold score, dynamically modifying the initial UI to include the particular UI element, presenting the updated UI, monitoring further user interactions, updating the model based on the further user interactions, and modifying the updated UI based on the updated model.

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Patent Owner(s)

  • GOOGLE LLC

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Al-Alusi, Annissa San Mateo, US 6 24
Chen, Ying Sunnyvale, US 891 19090
Dorai-Raj, Sundardas Samuel San Jose, US 2 17
Du, Zilin Mountain View, US 3 22
Ye, Nina Ning Sunnyvale, US 2 17
Zhang, Wei Redwood City, US 2319 17796

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