Methods and apparatuses for determining personalized recommendations using customer segmentation
Granted: May 30, 2023
Patent Number:
11663645
A category recommender system includes a computing device configured to obtain customer information characterizing a customer's interactions on an ecommerce marketplace. The computing device is further configured to determine discovery category rankings for each category of items available on the ecommerce marketplace for the customer based on the customer information, determine repeat category rankings for each category of items available on the ecommerce marketplace for the customer…
System and method for augmented reality loading
Granted: May 23, 2023
Patent Number:
11657366
Systems, methods, and computer-readable storage media for using augmented reality to improve loading, and in particular improve loading when the types and order of items to be loaded is unknown. A server uses information regarding the packages which have already been stored in a storage area to generate a three-dimensional map of where the stored packages currently are placed. Upon receiving information indicating a subsequent package is going to be stored, the server can identify the…
Systems and methods for optimization of pick walks
Granted: May 23, 2023
Patent Number:
11657347
Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform: executing a greedy incremental batcher loop, which can comprise: selecting a first picklist of one or more picklists; and merging the first picklist with one or more picklists in a first remainder of the one or more picklists when the merging would decrease a cost of the first picklist, wherein the…
System and method for electronic text classification
Granted: May 16, 2023
Patent Number:
11651016
Systems, method, and computer-readable mediums for automated text classification, and particularly a mechanism for performing binary classification using only a set of positive labeled data as training data and having a large set of unlabeled data, where the algorithm can function without any information regarding the negative class. The disclosed classification systems and methods may use a text classification process which automatically classifies text based on the current positive…
Methods and apparatus for retrieving information via an intermediate representation
Granted: May 16, 2023
Patent Number:
11650980
The disclosed subject matter relates to a system and method for providing an automated assistant that retrieves information from a knowledge base in response to a user's natural language question. A user's natural language question voice is transformed into an intermediate representation. From the intermediate representation, a cypher query is generated which may be used to query the database. The query results are provided in response to the user. The transformation into the…
Data mover
Granted: May 16, 2023
Patent Number:
11650841
Systems and methods for data replication. A data processing service can present a user interface configured to receive a data fusion algorithm from a user, and a request to execute a job, each job including instructions to copy data from one of a plurality of source databases to one of a plurality of target databases, and can present a plurality of virtual machines, each virtual machine comprising: a processing unit configured to attempt to start the job requested by the user, when the…
Display screen with graphical user interface
Granted: May 16, 2023
Patent Number:
D986256
Robust reinforcement learning in personalized content prediction
Granted: May 9, 2023
Patent Number:
11645580
A system and method for content selection and presentation is disclosed. A system receives a plurality of content elements configured for presentation in at least one content container and selects one of the plurality of content elements for presentation in the at least one content container. The one of the plurality of content elements is selected by a trained selection model configured to use Thompson sampling. An interface including the selected one of the plurality of content…
Systems and methods of managing perpetual inventory
Granted: May 9, 2023
Patent Number:
11645639
In some embodiments, systems and methods are provided to monitor and adjust perpetual inventory (PI). Some embodiments comprise multiple point of sale (POS) systems; an inventory system and a perpetual inventory (PI) engine control circuit that receives inventory information and is configured to identify the occurrence of a plurality of different events each associated with a different product at a shopping facility and corresponding to a potential inconsistency in a determined inventory…
System and method for automated fulfillment of orders in a facility
Granted: May 9, 2023
Patent Number:
11645614
A system and a method for the automated fulfillment of retail orders in a facility is disclosed. A sorting control device aggregates a plurality of orders into a master picklist divides the master picklist into sub-picklists based on a location of the items. The sub-picklists, a first location of an item, and the location of a dock to a conveyor system are transmitted to an autonomous guided vehicle (AGV). The AGV navigates to the first location and obtains the item. The AGV iterates the…
Methods and apparatus for generating item recommendations based on real-time inference of machine learning models
Granted: May 9, 2023
Patent Number:
11645559
This application relates to apparatus and methods for providing recommended items to advertise. In some examples, a computing device determines a plurality of first values for a corresponding plurality of first items based on the user's engagement with each of the first items. The computing device may then determine a subset of the plurality of first items based on the first values. The computing device may receive a search request and determine a plurality of second values for a…
Systems and methods for unified extraction of attributes
Granted: May 9, 2023
Patent Number:
11645318
Systems and methods for unified attribute extraction are disclosed. A set of product data including at least one text-based description of each of the products in the set of products is received and at least one closed list attribute is extracted from the at least one text-based description of each of the products. The at least one closed list attribute is extracted by an attribute extraction model configured to implement an extended conditional random field (XCRF) process. A set of…
Stocking cart and method of transporting items using the same
Granted: May 9, 2023
Patent Number:
11643124
The embodiments described herein are directed to a cart and related methods. The cart includes a base, a plurality of wheels connected to the base, a lower platform mounted to the base, a back panel mounted to the base, a set of lateral panels, an opening side of the cart, and a linking mechanism. The set of lateral panels defines an interior space of the cart. At least one of the set of lateral panels includes a shelf. The shelf is pivotally mounted to a rectangular frame of the at…
Systems and methods of managing perpetual inventory
Granted: May 9, 2023
Patent Number:
11645639
In some embodiments, systems and methods are provided to monitor and adjust perpetual inventory (PI). Some embodiments comprise multiple point of sale (POS) systems; an inventory system and a perpetual inventory (PI) engine control circuit that receives inventory information and is configured to identify the occurrence of a plurality of different events each associated with a different product at a shopping facility and corresponding to a potential inconsistency in a determined inventory…
System and method for automated fulfillment of orders in a facility
Granted: May 9, 2023
Patent Number:
11645614
A system and a method for the automated fulfillment of retail orders in a facility is disclosed. A sorting control device aggregates a plurality of orders into a master picklist divides the master picklist into sub-picklists based on a location of the items. The sub-picklists, a first location of an item, and the location of a dock to a conveyor system are transmitted to an autonomous guided vehicle (AGV). The AGV navigates to the first location and obtains the item. The AGV iterates the…
Robust reinforcement learning in personalized content prediction
Granted: May 9, 2023
Patent Number:
11645580
A system and method for content selection and presentation is disclosed. A system receives a plurality of content elements configured for presentation in at least one content container and selects one of the plurality of content elements for presentation in the at least one content container. The one of the plurality of content elements is selected by a trained selection model configured to use Thompson sampling. An interface including the selected one of the plurality of content…
Methods and apparatus for generating item recommendations based on real-time inference of machine learning models
Granted: May 9, 2023
Patent Number:
11645559
This application relates to apparatus and methods for providing recommended items to advertise. In some examples, a computing device determines a plurality of first values for a corresponding plurality of first items based on the user's engagement with each of the first items. The computing device may then determine a subset of the plurality of first items based on the first values. The computing device may receive a search request and determine a plurality of second values for a…
Systems and methods for unified extraction of attributes
Granted: May 9, 2023
Patent Number:
11645318
Systems and methods for unified attribute extraction are disclosed. A set of product data including at least one text-based description of each of the products in the set of products is received and at least one closed list attribute is extracted from the at least one text-based description of each of the products. The at least one closed list attribute is extracted by an attribute extraction model configured to implement an extended conditional random field (XCRF) process. A set of…
Stocking cart and method of transporting items using the same
Granted: May 9, 2023
Patent Number:
11643124
The embodiments described herein are directed to a cart and related methods. The cart includes a base, a plurality of wheels connected to the base, a lower platform mounted to the base, a back panel mounted to the base, a set of lateral panels, an opening side of the cart, and a linking mechanism. The set of lateral panels defines an interior space of the cart. At least one of the set of lateral panels includes a shelf. The shelf is pivotally mounted to a rectangular frame of the at…
Methods and apparatus for item substitution
Granted: May 2, 2023
Patent Number:
11640635
This application relates to apparatus and methods for automatically identifying substitute items. A computing device can generate matrix data that identifies connection values between a plurality of items. The matrix data may be generated based on the application of one or more machine learning algorithms to historical data identifying accepted or denied item substitutions. The computing device may then receive item data identifying at least one second item and at least one attribute of…
