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    COMPOSING A MACHINE LEARNING MODEL FOR COMPLEX DATA SOURCES
    1.
    发明公开
    COMPOSING A MACHINE LEARNING MODEL FOR COMPLEX DATA SOURCES 审中-公开

    公开(公告)号：US20230419162A1

    公开(公告)日：2023-12-28

    申请号：US17808143

    申请日：2022-06-22

    Applicant: International Business Machines Corporation

    Inventor： Ana Paula Appel ,  Renato Luiz de Freitas Cunha ,  PAULO RODRIGO CAVALIN ,  Bruno Silva

    IPC: G06N20/00

    CPC classification number: G06N20/00

    Abstract: In an approach to composing a machine learning model for complex data sources, a computer receives data and associated metadata corresponding to a machine learning task from a user. A computer determines a task context and a problem domain. A computer identifies the machine learning task. A computer evaluates a match between the problem domain and one or more pre-compiled models. A computer selects at least two of the one or more pre-compiled models. A computer generates one or more multimodal model combinations with the selected at least two of the one or more pre-compiled models. A computer executes the multimodal model combinations with the data and associated metadata. A computer displays the results of the executed one or more multimodal model combinations to the user. A computer determines whether a level of error associated with the results is acceptable to the user based on a response from the user.

    Maintaining a knowledge database based on user interactions with a user interface
    3.
    发明授权
    Maintaining a knowledge database based on user interactions with a user interface 有权

    公开(公告)号：US11514334B2

    公开(公告)日：2022-11-29

    申请号：US16784371

    申请日：2020-02-07

    Applicant: International Business Machines Corporation

    Inventor： Vagner Figueredo de Santana ,  Bernardo Goncalves ,  Alecio Pedro Delazari Binotto ,  Ana Paula Appel ,  Renato Luiz de Freitas Cunha

    IPC: G06N5/02 ,  G06F16/11

    Abstract: Techniques for maintaining a knowledge database system based on user interactions with the database system are described herein. An aspect includes generating a user interface based on a knowledge database comprising a plurality of entities, wherein the user interface comprises a plurality of user interface elements, each user interface element of the plurality of user interface elements corresponding to one or more of the plurality of entities of the knowledge database. Another aspect includes receiving a user interaction corresponding to the user interface. Another aspect includes updating the knowledge database based on the received user interaction, wherein updating the knowledge database based on the received user interaction includes determining a user interface element associated with the received user interaction, mapping the determined user interface element to a first entity of the plurality of entities of the knowledge database, and performing a weight update corresponding to the first entity.

    Managing tree risk
    4.
    发明授权
    Managing tree risk 有权

    公开(公告)号：US11244161B2

    公开(公告)日：2022-02-08

    申请号：US16524402

    申请日：2019-07-29

    Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

    Inventor： Ana Paula Appel ,  Renato Luiz De Freitas Cunha ,  Ariane Hernandes Amadeu ,  Guilherme Custodio de Souza

    IPC: G06K9/00 ,  G08B27/00

    Abstract: A method, a computer program product, and a computer system manage tree risk. The method includes receiving images corresponding to a geographic area. The method includes determining whether a first tree captured in at least one of the images has a condition exhibiting a tree risk that poses a hazard above an acceptable threshold. As a result of the first tree having the condition above the acceptable threshold, the method includes generating a notification identifying the first tree and a location of the first tree. The method includes transmitting the notification to a team equipped to remediate the condition of the first tree.

    Product quality analysis and control
    5.
    发明授权
    Product quality analysis and control 有权

    公开(公告)号：US11216768B2

    公开(公告)日：2022-01-04

    申请号：US16887607

    申请日：2020-05-29

    Applicant: International Business Machines Corporation

    Inventor： Paulo Rodrigo Cavalin ,  Carmen Nilda Mena Paz ,  Jaione Tirapu Azpiroz ,  Ana Paula Appel ,  Alexandre Alves

    IPC: G06Q10/06 ,  G06Q50/28 ,  G01N33/14 ,  G01N33/52 ,  G06Q10/08

    Abstract: A product quality analysis and control system is provided. The product quality analysis and control system includes a processing system that is configured to receive data of objective qualities of a product from multiple data gathering modules. Each of the multiple data gathering modules is respectively positioned at corresponding nodes of a supply chain and is configured to receive from sensors data of objective qualities of a product when the product is at each of the corresponding nodes. The processing system includes a model repository and a data evaluation module. The data evaluation module is configured to select, from the model repository, a model associated with a type of the product and to use the model to analyze the data to identify changes in the objective qualities along the supply chain.

    DYNAMICALLY STREAMING SOCIAL MEDIA LIVE CONTENT AND DISPLAYING ADVERTISEMENTS ON A PUBLIC DISPLAY
    7.
    发明申请
    DYNAMICALLY STREAMING SOCIAL MEDIA LIVE CONTENT AND DISPLAYING ADVERTISEMENTS ON A PUBLIC DISPLAY 有权

    公开(公告)号：US20210049649A1

    公开(公告)日：2021-02-18

    申请号：US16539527

    申请日：2019-08-13

    Applicant: International Business Machines Corporation

    Inventor： Vagner Figueredo de Santana ,  Ana Paula Appel ,  Renato Luiz de Freitas Cunha ,  Alecio Pedro Delazari Binotto

    IPC: G06Q30/02 ,  G06Q50/00

    Abstract: A computer-implemented method, a computer program product, and a computer system for dynamically streaming social media live content and displaying advertisements. A server identifies characteristics of crowd members who log in wireless network access points in an environment having displays and consume social media live content produced by digital influencers. The server extracts features of the social media live content. The server matches the social media live content to the crowd members, based on the features of the social media live content and the characteristics of the crowd members. The server determines selected social media live content. The server matches the selected social media live content to advertisements, based on the features of the social media live content and information of the advertisements. The server determines selected advertisements. The server streams the selected social media live content and displays the selected advertisements on the displays.

    License Compliance Failure Risk Management
    10.
    发明申请
    License Compliance Failure Risk Management 有权

    公开(公告)号：US20240386439A1

    公开(公告)日：2024-11-21

    申请号：US18317684

    申请日：2023-05-15

    Applicant: International Business Machines Corporation

    Inventor： Ana Paula Appel ,  Manuel Soares Pereira da Rocha Junior ,  Carlos Eduardo Buzeto ,  Allana Paola Paoli Neves

    IPC: G06Q30/018 ,  G06Q50/26

    Abstract: Managing licenses is provided. Evidence required for compliance with conditions set forth in a license is received from a client device of a designated user via a network. An analysis of the evidence is performed using machine learning based on a set of criteria to determine whether the evidence is valid. It is determined, using machine learning, whether the evidence is valid based on the analysis of the evidence. The evidence required for the compliance with the conditions set forth in the license is sent to a regulatory agency via the network to maintain the license for an entity in response to the determining that the evidence is valid based on the analysis of the evidence.

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