Intelligent Language Evaluation System and Platform

Abstract

This invention provides an intelligent language assessment system and platform. The system includes a learning process acquisition module for collecting users' historical language test data; an analysis module for generating a language proficiency level based on the historical data; a question type configuration module for generating a configuration ratio of multiple question types based on the language proficiency level; and a generation module for generating test questions based on the language proficiency level and the configuration ratio of multiple question types. The advantage lies in that the intelligent language assessment system and platform automatically generate personalized learning content based on the user's historical learning trajectory, providing progressive learning interaction and improving language learning efficiency.

Claims

1. An intelligent language assessment system, comprising: a learning process acquisition module for collecting historical language test data of a user; an analysis module, signal-connected to the learning process acquisition module, for receiving the historical language test data and using a language proficiency assessment model to determine and generate a language proficiency level; a question type configuration module, signal-connected to the analysis module, for generating a configuration ratio of multiple question types based on the language proficiency level; and a generation module, signal-connected to the analysis module and the question type configuration module, for generating test questions based on the language proficiency level and the configuration ratio of multiple question types.

2. The intelligent language assessment system as described in claim 1, wherein the historical data of the language tests includes: Historical data on single-word tests, phrase tests, grammar tests, reading tests, or combinations thereof.

3. The intelligent language evaluation system as described in claim 1, wherein the historical data of the language test includes: Accuracy rate and time taken to answer questions.

4. The intelligent language assessment system as described in claim 1, wherein the analysis module, the question type configuration module, and the generation module each utilize at least one deep learning model to perform corresponding language test historical data analysis, question type configuration, and test question generation.

5. The intelligent language assessment system as described in claim 1, wherein the language ability assessment model is based on a deep learning model, which executes a convolutional neural network (CNN) to analyze the historical data of the language test for language ability classification.

6. The intelligent language assessment system as described in claim 5, wherein the language proficiency level is based on at least one standardized language proficiency assessment system, wherein the standardized language proficiency assessment system includes the General English Proficiency Test (GEPT), TOEIC, TOEFL iBT, IELTS, SAT (Scholastic Assessment Test), ACT (American College Test), Cambridge English Test, IB (International Baccalaureate), or AP (Advanced Placement).

7. The intelligent language assessment system as described in claim 1, wherein the configuration ratio of the multiple question types includes the ratio of single-word test questions, the ratio of phrase test questions, the ratio of grammar test questions, the ratio of reading test questions, or a combination thereof.

8. The intelligent language assessment system as described in claim 1, wherein the test items include single-word test items, phrase test items, grammar test items, reading test items, or combinations thereof.

9. The intelligent language evaluation system as described in claim 1 further includes a communication module for communication connection to an external device.

10. The intelligent language evaluation system as described in claim 9, wherein the external device includes a mobile phone, tablet computer, or personal computer.

11. An intelligent language evaluation platform, comprising: An external device that is communicatively connected to an application interface to provide a user with access to the application interface for learning and interaction. and a server that is communicatively connected to the application interface, wherein the server includes an intelligent language evaluation system as described in claim 1.

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