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US Patent 10997500 Neural network with re-ranking using engagement metrics

Patent 10997500 was granted and assigned to Amazon on May, 2021 by the United States Patent and Trademark Office.

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Is a
Patent
Patent
0

Patent attributes

Patent Applicant
Amazon
Amazon
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Current Assignee
Amazon
Amazon
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
109975000
Patent Inventor Names
FNU Vishnu Narayanan0
Oleg Rybakov0
Siddharth Singh0
Date of Patent
May 4, 2021
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Patent Application Number
156030370
Date Filed
May 23, 2017
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Patent Citations
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US Patent 10635973 Recommendation system using improved neural network
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US Patent 10650432 Recommendation system using improved neural network
Patent Citations Received
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US Patent 11978272 Domain adaptation for machine learning models
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US Patent 11776072 Machine learning method, information processing device, computer program product, and additive manufacturing monitoring system
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US Patent 11436632 Systems and methods for machine learning-based predictive order generation
Patent Primary Examiner
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Paulinho E Smith
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Patent abstract

The present disclosure is directed to generating neural network (NN) output using input data representing various types of events, such as input representing a certain type of event and also an engagement metric that may be representative of a property of the event or representative of a related but different type of event. For example, the output values generated using the NN may be associated with the likelihood that certain future events will occur, given the occurrence of certain past or current events. The output can then be modified (e.g., re-ranked, adjusted, etc.) based on the occurrence of certain other past or current events.

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