Systems and methods for deeply integrated presentation gadgets

    公开(公告)号:US12131667B2

    公开(公告)日:2024-10-29

    申请号:US17523842

    申请日:2021-11-10

    摘要: The present disclosure provides systems and methods for generating deeply integrated presentation gadgets. A system can maintain a plurality of application interfaces each having one or more data fields for presenting content. The system can maintain an information resource having data objects. Each of the data objects can have a content attribute. The system can extract each data object from the information resource based on the respective content attribute. The system can generate a presentation data structure having fields for the information resource based on the extracted data objects. The system can select an application interface for presentation with the information resource. The application interface can populate the one or more data fields of the application interface. The system can present the application interface with the information resource at a client device based on the one or more data fields of the application interface.

    Automatic evaluation of argumentative writing by young students

    公开(公告)号:US12046155B1

    公开(公告)日:2024-07-23

    申请号:US17223390

    申请日:2021-04-06

    IPC分类号: G09B7/02 G06F40/20 G06N20/00

    CPC分类号: G09B7/02 G06F40/20 G06N20/00

    摘要: Systems and methods are provided for automatic evaluation of argument critique essays written by young students in response to prompts. A transformer pre-trained for natural language processing is employed as a machine learning model, which is fine-tune with a first training dataset comprising unannotated argument critique essays written by college students, and then fine-tuned with a second training dataset comprising annotated argument critique essays written by middle school students, where each sentence in the second training dataset is annotated for the presence of valid critiques to prompts. The fine-tuned machine learning model is used to classify each sentence in an essay to be evaluated as either containing a valid critique or not.

    ASSISTING REMOTE EDUCATION LEARNERS
    10.
    发明公开

    公开(公告)号:US20240105074A1

    公开(公告)日:2024-03-28

    申请号:US17935278

    申请日:2022-09-26

    IPC分类号: G09B7/02 G06N5/02

    CPC分类号: G09B7/02 G06N5/022

    摘要: Provided are techniques for assisting remote education learners. Data is collected for an actual base environment, a simulated base environment, and an exam environment for a learner taking an exam. The collected data is used to generate a first behavior pattern for the learner in the simulated base environment and a second behavior pattern for the learner in the exam environment. In response to the second behavior pattern deviating beyond a threshold from the first behavior pattern, a classification of non-cognitive learners class is determined for the learner. A de-bias technique is applied to the classification to generate a final classification. In response to the final classification being the non-cognitive learners class, education material for a subject covered in the exam is selected, and the educational material is played on a remote learner computer of the learner.