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    Creating line item information from free-form tabular data
    3.
    发明授权
    Creating line item information from free-form tabular data 有权

    公开(公告)号：US11176324B2

    公开(公告)日：2021-11-16

    申请号：US16584420

    申请日：2019-09-26

    申请人： SAP SE

    发明人： Kumaraswamy Gowda ,  Nithya Rajagopalan ,  Nishant Kumar ,  Panish Ramakrishna ,  Rajendra Vuppala ,  Erica Vandenhoek

    IPC分类号： G06F40/295 ,  G06F40/177 ,  G06F40/49 ,  G06K9/62

    摘要： The present disclosure involves systems, software, and computer implemented methods for creating line item information from tabular data. One example method includes receiving event data values at a system. Column headers of columns in the event data values are identified. At least one column header is not included in standard line item terms used by the system. Column values of the columns in the event data values are identified. The identified column headers and the identified column values are processed using one or more models to map each column to a standard line item term used by the system. The processing includes using context determination and content recognition to identify standard line item terms. An event is created in the system, including the creation of line items from the identified column value. Each line item includes standard line item terms mapped to the columns.

    Multi-Stage Adaptable Continuous Learning / Feedback System for Machine Learning Models
    5.
    发明申请
    Multi-Stage Adaptable Continuous Learning / Feedback System for Machine Learning Models 有权

    公开(公告)号：US20220171777A1

    公开(公告)日：2022-06-02

    申请号：US17108915

    申请日：2020-12-01

    申请人： SAP SE

    发明人： Kumaraswamy Gowda ,  Nithya Rajagopalan ,  Nishant Kumar ,  Panish Ramakrishna

    IPC分类号： G06F16/2458 ,  G06F16/242 ,  G06F16/28 ,  G06N20/00 ,  G06K9/62 ,  G06F40/30

    摘要： Data is received that specifies a term generated by user input in a graphical user interface. Thereafter, the term is looked up in a dictionary in which there are multiple classes for terms. The term can be classified based on a first class having a top ranked effective count for the term within the dictionary when a ratio of the first class relative to a second class having a second ranked effective count for the term in the dictionary is above a pre-defined threshold. In addition, the term is classified using a machine learning model when the ratio of the first class relative to the second class is below the pre-defined threshold. Data can be provided which characterizes the classifying. Related apparatus, systems, techniques and articles are also described.

    CREATING LINE ITEM INFORMATION FROM FREE-FORM TABULAR DATA
    6.
    发明申请
    CREATING LINE ITEM INFORMATION FROM FREE-FORM TABULAR DATA 有权

    公开(公告)号：US20210097139A1

    公开(公告)日：2021-04-01

    申请号：US16584420

    申请日：2019-09-26

    申请人： SAP SE

    发明人： Kumaraswamy Gowda ,  Nithya Rajagopalan ,  Nishant Kumar ,  Panish Ramakrishna ,  Rajendra Vuppala ,  Erica Vandenhoek

    IPC分类号： G06F17/27 ,  G06F17/24 ,  G06F17/28 ,  G06K9/62

    摘要： The present disclosure involves systems, software, and computer implemented methods for creating line item information from tabular data. One example method includes receiving event data values at a system. Column headers of columns in the event data values are identified. At least one column header is not included in standard line item terms used by the system. Column values of the columns in the event data values are identified. The identified column headers and the identified column values are processed using one or more models to map each column to a standard line item term used by the system. The processing includes using context determination and content recognition to identify standard line item terms. An event is created in the system, including the creation of line items from the identified column value. Each line item includes standard line item terms mapped to the columns.