SYSTEM AND METHOD FOR IDENTIFYING AND RESOLVING PERFORMANCE ISSUES OF AUTOMATED COMPONENTS

    公开(公告)号:US20240354603A1

    公开(公告)日:2024-10-24

    申请号:US18760744

    申请日:2024-07-01

    CPC classification number: G06N5/022 G06F16/24578 G06F16/285 G06N5/01

    Abstract: Systems and methods are described for identifying and resolving performance issues of automated components. The automated components are segmented into groups by applying a K-means clustering algorithm thereto based on segmentation feature values respectively associated therewith, wherein an initial set of centroids for the K-means clustering algorithm is selected by applying a set of context rules to the automated components. Then, for each group, a performance ranking is generated based at least on a set of performance feature values associated with each of the automated components in the group and a feature importance value for each of the performance features. The feature importance values are determined by training a machine learning based classification model to classify automated components into each of the groups, wherein the training is performed based on the respective performance feature values of the automated components and the respective groups to which they were assigned.

    DYNAMICALLY CREATING CUSTOM HYPERLINKS FOR PREDEFINED SEARCH QUERIES FOR MULTIPLE WEBSITES

    公开(公告)号:US20240354351A1

    公开(公告)日:2024-10-24

    申请号:US18761150

    申请日:2024-07-01

    Applicant: Optery, Inc.

    Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media for creating custom system generated hyperlinks for predefined search queries at an external website. The system stores, in a data storage device, a set of custom URL templates, the custom URL templates defining required data fields to concatenate as parameters for a website link. The system obtains user information about a user where the information includes at least a first name and last name of the user. The system retrieves from the data storage device the set of custom URL templates. The system generates multiple website links based on the retrieved custom URL templates, where the generated website link includes a domain name of a website, and concatenated fields that are parameter specific to the website. The system then displays, via a user interface, a representation of the generated website links for selection by a user.

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