SYSTEMS AND METHODS FOR MACHINE LEARNING-BASED PREDICTIVE ORDER GENERATION

Patent №

US 11,436,632

Granted

2022-09-06

Filed 2019

Owner

VERIZON PATENT AND LICENSING INC.

Lab

—

AI components

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16297404

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A system described herein may use automated techniques, such as machine learning techniques, to identify products that a user may be interested in purchasing. For example, a model may be created for a user, and attributes of products available for sale may be compared to the model. When determining that a user may be interested in a particular product, a graphical user interface (“GUI”) may be pre-populated and presented to a device of the user, to facilitate the user purchasing the product with minimal interaction.

Machine learning Vision Knowledge representation Planning AI hardwareG06Q 30/0254G06N 5/048G06N 20/00G06Q 30/0641G06N 20/20

Google Patents

AI classification

Knowledge representation1.00

AI hardware1.00

Planning1.00

Machine learning1.00

Vision0.79

Speech0.13

Natural language0.08

Evolutionary computation0.00

Ownership

VERIZON PATENT AND LICENSING INC.

assignment · 485520463

Assignors

HIREMATH, SHASHIDHAR, JOTSHI, ROHANI RAINA, CASTANEDA, ABIGAIL T., KARMOHAN, KRISHNENDU, BISWAS, PINAKI, SINGH, AMIT, HUMPHREYS, DUSTIN, GARG, NEERAJ, KANNAN, SRIPRIYA

On an employer assignment, the assignors are typically the inventors.

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Cites (25)

AUTOMATICALLY PRESENTING E-COMMERCE OFFERS BASED ON BROWSE HISTORYUS 11,205,188 · 2021 NEXT PRODUCT PURCHASE AND LAPSE PREDICTING TOOLUS 11,062,337 · 2021 NEURAL NETWORK WITH RE-RANKING USING ENGAGEMENT METRICSUS 10,997,500 · 2021 PRODUCT COLLECTIONS GROUPED UNDER A SINGLE PRODUCT IDENTIFIERUS 10,991,028 · 2021 ENCODINGS FOR REVERSIBLE SPARSE DIMENSIONALITY REDUCTIONUS 10,970,629 · 2021 LOCATING PRODUCTS USING TAG DEVICESUS 10,922,742 · 2021 NAVIGATION INFORMATION ON AN ONLINE SYSTEMUS 10,907,983 · 2021 OBTAINING A COMPOSITE PREDICTION INDICATING A LIKELIHOOD THAT A USER OF AN ONLINE SYSTEM WILL PERFORM A CONVERSION ASSOCIATED WITH A CONTENT ITEM VIA ONE OR MORE PATHS OF EVENTSUS 10,909,569 · 2021 MACHINE LEARNING BASED LIST RECOMMENDATIONSUS 10,902,341 · 2021 PERSONALIZED NETWORK CONTENT GENERATION AND REDIRECTION ACCORDING TO TIME INTERVALS BETWEEN REPEATED INSTANCES OF BEHAVIOR BASED ON ENTITY SIZEUS 10,891,678 · 2021 GENERATION AND USE OF MODEL PARAMETERS IN COLD-START SCENARIOSUS 10,726,334 · 2020 METHODS AND SYSTEMS FOR CUSTOMIZATION OF USER PROFILESUS 10,643,246 · 2020 DETERMINING AND EXECUTING APPLICATION FUNCTIONALITY BASED ON TEXT ANALYSISUS 10,636,074 · 2020 PREDICTIVE ACTION MODELING TO STREAMLINE USER INTERFACEUS 10,599,449 · 2020 INTEGRATION OF ITEM VARIATIONS FOR DISPLAY IN USER INTERFACESUS 10,529,008 · 2020 PREDICTING ORDERS FROM BUYER BEHAVIORUS 10,410,272 · 2019 GENERATING ADD-ON ITEM DEALS IN AN ELECTRONIC MARKETPLACEUS 10,223,731 · 2019 Enhancing a User's Shopping ExperienceUS 10,019,747 · 2018 CONTENT MANAGEMENT OF A CONTENT FEEDUS 9,641,870 · 2017 DETERMINING ITEM RECOMMENDATIONS FROM MERCHANT DATAUS 9,619,831 · 2017 ELECTRONIC MARKETPLACE RECOMMENDATIONSUS 9,189,811 · 2015 MULTI-LEVEL ARCHITECTURE FOR IMAGE DISPLAYUS 8,635,537 · 2014 METHOD, MEDIUM, AND SYSTEM FOR BEHAVIOR-BASED RECOMMENDATIONS OF PRODUCT UPGRADESUS 8,484,099 · 2013 AUTOMATED SELECTION OF THREE OF MORE ITEMS TO RECOMMEND AS A BUNDLEUS 8,438,052 · 2013 Patent US 8,326,690US 8,326,690

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