Systems and methods for inventory estimation

    公开(公告)号:US12223467B2

    公开(公告)日:2025-02-11

    申请号:US17456525

    申请日:2021-11-24

    Applicant: Coupang Corp.

    Abstract: Systems and methods, and computer readable media for target inventory estimation of a geographical region are disclosed. The method receives an item identifier associated with an item for target inventory estimation. The method may access the demand share estimate of the item in the geographical region and the mean and variance estimates of the demand share estimate in the geographical region. The method may then access overall demand forecast data for the item and calculate the mean and variance estimates of the demand forecast. The method may use the generated mean and variance estimates and demand share estimate of the geographical region to determine the target inventory estimation of the region.

    Computerized systems and methods for product categorization using artificial intelligence

    公开(公告)号:US12175419B2

    公开(公告)日:2024-12-24

    申请号:US17225056

    申请日:2021-04-07

    Applicant: Coupang Corp.

    Abstract: Systems and methods are provided for categorizing products using AI. One method comprises retrieving initial training data including products associated with one or more categories; pre-processing the initial training data to generate synthesized training data; generating a hierarchical model using the synthesized training data, the hierarchical model containing at least two layers of nodes below a root node; receiving information associated with a first uncategorized product; and receiving a request to predict a set of N categories with the highest N total probability scores. The method may further comprise predicting, using the hierarchical model, N categories of the first uncategorized product, by calculating total probability scores, and determining the N categories with the highest N total probability scores; sorting the first uncategorized product into the N categories associated with the nodes from the first and second layers having the highest total probability scores; and displaying the sorted first uncategorized product and its associated N categories on a user device associated with a user.

    SYSTEMS AND METHODS FOR SEGMENT BASED APPROACH TO OPTIMIZING ROUTING THROUGH RANDOMIZED PICKING LOCATIONS

    公开(公告)号:US20240384995A1

    公开(公告)日:2024-11-21

    申请号:US18318115

    申请日:2023-05-16

    Applicant: Coupang Corp.

    Abstract: Computerized systems and methods for segment based approach to routing picking are disclosed. The systems and methods may include performing steps for: receiving a floorplan of a first set of location IDs, wherein the first set of location IDs correspond to locations of multiple inventory items arranged in a floor; generating one or more base segments that connect the first set of location IDs; generating one or more route segments by combining the one or more base segments with one or more demand points corresponding to a second set of location IDs; generating one or more dispatch routes through the one or more route segments based on an optimal routing of resources that maximizes a density metric of the multiple inventory items included in the one or more dispatch routes; and assigning a first user to a combination of the one or more dispatch routes.

    Systems and Methods for Calculating Latency Metrics and Disabling User Experiments

    公开(公告)号:US20240070692A1

    公开(公告)日:2024-02-29

    申请号:US17822979

    申请日:2022-08-29

    Applicant: COUPANG CORP.

    CPC classification number: H04L41/5064 H04L43/0852

    Abstract: The embodiments of the present disclosure provide systems and methods for optimizing calculations of latency metrics for user experiments, comprising receiving from a user device over a network, experiment parameters related to a first experiment of a set of experiments, the set of experiments comprising at least one of a treatment group and at least one of a control group. The experiment parameters are associated with at least one webpage. The user device receives over a network time till interaction (TTI) data for the first experiment, wherein the TTI data comprises a time value and a unique identifier. TTI is calculated for each treatment group experiment and for each control group experiment. If the treatment group experiment value is greater than the predetermined threshold value, the systems and methods send a notification informing users or disable activation of the treatment group experiment.

    Systems and methods for selective deployment of experimental configurations to mutually exclusive groups

    公开(公告)号:US11909655B1

    公开(公告)日:2024-02-20

    申请号:US17883922

    申请日:2022-08-09

    Applicant: COUPANG CORP.

    CPC classification number: H04L47/2475 H04L47/6215

    Abstract: Computer-implemented systems and methods for selective deployment of experimental configurations are disclosed The systems and methods may include performing steps of deploying a webpage comprising a plurality of configurations, wherein the plurality of configurations exhibit different behaviors; configuring a traffic container comprising a first bucket and a second bucket based on user input; assigning one or more experiments to the traffic container based on the user input, wherein the one or more experiments determine appropriate configurations for the first bucket and the second bucket; accepting incoming traffic for accessing the webpage; randomly assigning a first subset of the incoming traffic to the first bucket and a second subset of the incoming traffic to the second bucket; transmitting the webpage in appropriate configurations based on the random assignments; and obtaining one or more measurements indicative of relative performances of the appropriate configurations.

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