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公开(公告)号:WO2023023212A1
公开(公告)日:2023-02-23
申请号:PCT/US2022/040695
申请日:2022-08-18
Applicant: HOME DEPOT INTERNATIONAL, INC.
Inventor: AFSHAR, Estelle , YU, Aron
IPC: G06T7/00
Abstract: A method for displaying images similar to a selected image includes receiving, from a user, a selection of an anchor image, generating, using a machine learning model, an anchor embeddings set for the anchor image and respective candidate embeddings sets for a plurality of candidate images. The method also includes calculating a distance between the anchor embeddings set and each of the plurality of candidate embeddings sets and displaying at least one of the plurality of candidate images based on the calculated distance.
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公开(公告)号:WO2022155395A1
公开(公告)日:2022-07-21
申请号:PCT/US2022/012402
申请日:2022-01-14
Applicant: HOME DEPOT INTERNATIONAL, INC.
Inventor: HANDLEY, John , PUJARA, Tushar
Abstract: Systems and methods for providing controlled access to a system by a user device include receiving, from a user device, a request including a current context. The method includes receiving a request for access to a computing resource, the request including a current context, the current context defining a user space and a resource space. The user device evaluates the current context against a security policy. The user device determines that the user device is permitted to access the computing resource based on the request in response to the evaluating the current context against the security policy. In response to determining that the user device is permitted to access the computing resource, accessing the computing resource as requested.
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公开(公告)号:WO2021258061A1
公开(公告)日:2021-12-23
申请号:PCT/US2021/038282
申请日:2021-06-21
Applicant: HOME DEPOT INTERNATIONAL, INC.
Inventor: GUO, Mingming , YAN, Nian , CUI, Xiquan , HUGHES, Simon , AL JADDA, Khalifeh
Abstract: A method of determining item features and organizing an interface according to the features includes determining a plurality of features of a plurality of items, the plurality of items accessible through an electronic interface, applying a plurality of machine learning models to the determined features, wherein each of the machine learning models calculates a correlation of each feature to characteristic determinative of user selection on the electronic interface, calculating respective Shapley values of each correlation determined by each of the plurality of machine learning models, determining one or more of the item features that are most strongly correlated with the determinative characteristic according to the respective Shapley values, and causing the electronic interface to be organized according to the determined most strongly correlated item features.
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公开(公告)号:WO2021247611A1
公开(公告)日:2021-12-09
申请号:PCT/US2021/035299
申请日:2021-06-01
Applicant: HOME DEPOT INTERNATIONAL, INC.
Inventor: HUGHES, Simon
IPC: G06Q30/00 , G06F15/16 , G06F16/9535 , G06F16/9538 , G06N20/00 , G06Q30/0625 , G06Q30/0631 , G06Q30/0641
Abstract: A method includes determining, by a processor of a computing device, user behavior data comprising a plurality of ordered user interactions with a plurality of items via an electronic interface. The method further includes replacing, by the processor, each of the plurality of items in the user behavior data with a respective item type of a plurality of item types and replacing, by the processor, a predetermined number of the respective item types in the plurality of ordered user interactions with a respective parent item type of a plurality of parent item types from an item taxonomy. The method further includes inputting, by the processor, the plurality of ordered user interactions into a machine learning algorithm to train the machine learning algorithm to determine an anchor/accessory relationship between at least one of the plurality of item types and at least one of the plurality of parent item types.
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公开(公告)号:WO2019209835A1
公开(公告)日:2019-10-31
申请号:PCT/US2019/028735
申请日:2019-04-23
Applicant: HOME DEPOT INTERNATIONAL, INC.
Inventor: JACKSON, Trevor L. , PEHAR, David M. , RABBITT, William E. , VITANTONIO, Marc Louis , STEPHENS, Paul D. , NOWAK, Vikki , SPIRK, John Evan
Abstract: An air filtration ceiling fan apparatus includes a ceiling fan unit and an air filtration unit. The ceiling fan unit includes a motor and a plurality of fan blades operably coupled to the motor. The air filtration unit includes a filter element and a filter fan configured to move air through the filter element. The ceiling fan unit is operably connected to the air filtration unit to form the air filtration ceiling fan, and the air filtration ceiling fan is configured to attach to a ceiling.
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公开(公告)号:WO2018226601A1
公开(公告)日:2018-12-13
申请号:PCT/US2018/035896
申请日:2018-06-04
Applicant: HOME DEPOT INTERNATIONAL, INC.
Inventor: SPARTIS, Elias , NEIPP, Maelin , BROUGHAM, Justin
Abstract: A protective sleeve, adapted to receive at least a first light bulb, includes parallel first and second panels, wherein at least the second panel includes a plurality of apertures. The package also includes a pair of sidewalls generally perpendicular to and connecting the panels, wherein the first panel, second panel and sidewalls together define an interior space. A second sleeve is adapted to receive at least a second light bulb. When the sleeve and the second sleeve are received together into the outer shell in an inverted orientation relative to each other sleeve, the respective second panels of the sleeve are adjacent each other, and the bulb portion of each of first and second light bulbs positioned with the sleeve intrudes into an interior space of the adjacent sleeve through at least one of the plurality of apertures of each of the sleeves.
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公开(公告)号:WO2018191064A1
公开(公告)日:2018-10-18
申请号:PCT/US2018/025800
申请日:2018-04-03
Applicant: HOME DEPOT INTERNATIONAL, INC.
Inventor: KUMAR, Toshivv C.
Abstract: A system and method for displaying a user interface may include an examination and/or elimination of positional bias of interactive categories in order to drive user engagement. A method or system configured to execute the method on a user interface may include creating a first arrangement of categories. The arrangement can be shown on a user device to one or more users a selected number of times. The users' interactions with the categories in the interface may be recorded. The method may further include creating a second arrangement, which is different from the first arrangement, and this second arrangement may be shown to the users the selected number of times and the users' interactions with the second arrangement may be recorded. Based on the frequency of user interactions with the first and second arrangement, a ranked set of the categories may be created and displayed to users.
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公开(公告)号:WO2022187478A1
公开(公告)日:2022-09-09
申请号:PCT/US2022/018693
申请日:2022-03-03
Applicant: HOME DEPOT INTERNATIONAL, INC.
Inventor: AHMADVAND, Ali , ZAHIRI, Sayyed , HUGHES, Simon , AL JADDA, Khalifeh , KALLUMADI, Surya , AGICHTEIN, Eugene
IPC: G06F16/953 , G06F16/33 , G06F16/332 , G06N3/08 , G06N20/00
Abstract: A method of providing results from a search engine comprises generating an initial set based on a query received from a user; generating an attention value based on the query and on the initial set; applying the attention value to the initial set; and presenting a set of results in response to the query, wherein the results are generated according to the application of the attention value to the initial set.
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公开(公告)号:WO2022150055A1
公开(公告)日:2022-07-14
申请号:PCT/US2021/028389
申请日:2021-04-21
Applicant: HOME DEPOT INTERNATIONAL, INC.
Inventor: SACHIDANANDAN, Sanooj Karanath , PHILIPPE, Edson
Abstract: Systems and methods for distributing discrete events into a stateless cloud provider architecture are disclosed. Certain embodiments involve receiving, by the load balancer, a scaling up indication for the IVR system, the scaling up indication comprising an identification of a new server to be added to the plurality of servers. The method involves responsive to receiving the scaling up indication, registering the new server for IVR traffic by the load balancer. The method includes after registering the new server, receiving an IVR event. The method includes distributing the IVR event to the new server.
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公开(公告)号:WO2022015584A1
公开(公告)日:2022-01-20
申请号:PCT/US2021/041005
申请日:2021-07-09
Applicant: HOME DEPOT INTERNATIONAL, INC.
Inventor: RAMESHA, Apekshith , LAFFOON, John , PITTS, Stephen
IPC: G06Q20/00 , G06Q20/0855 , G06Q20/108 , G06Q20/202 , G06Q20/204 , G06Q20/34 , G06Q20/3672 , G06Q20/3674 , G06Q20/401 , G06Q2220/00 , G06Q30/0185 , G06Q40/02 , H04L9/32
Abstract: Systems and methods for payment processing include receiving, by a payment terminal, a personal account number to complete a payment. The personal account number is encrypted by the payment terminal. The encrypted personal account number is sent from the payment terminal to a merchant server via a network. The encrypted personal account number is sent from the merchant server to a tokenization service provider server for tokenization and validation via a payment processor. The merchant server receives an indication of whether the transaction was successful and a token from the tokenization service provider server.
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