<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>In the era of artificial intelligence, this paper uses big data analysis to construct a data model of the knowledge system of law, with the help of clustering analysis, cluster students and resources to form a structured knowledge system of law. Combined with the natural language model, which accurately extracts important information, it provides personalized learning resources for students. Eventually, the teaching content is dynamically adjusted according to students’ characteristics, resulting in the integrated design of a personalized teaching mode. The comparison found that the achievement improvement of students using the traditional teaching mode only ranged from 1.8% to 12.6%, and the achievement improvement interval was from 1.9 to 12.6 points. After applying the AI model-based instructional model, the relative improvement in student performance ranged from 19.2% to 19.8%, with an improvement interval of 14.2 to 15.7 points. The students showed a significant teaching effect by demonstrating a 25-point increase in their communication skills performance compared to the control class.</p>
</abstract>

In the era of artificial intelligence, this paper uses big data analysis to construct a data model of the knowledge system of law, with the help of clustering analysis, cluster students and resources to form a structured knowledge system of law. Combined with the natural language model, which accurately extracts important information, it provides personalized learning resources for students. Eventually, the teaching content is dynamically adjusted according to students’ characteristics, resulting in the integrated design of a personalized teaching mode. The comparison found that the achievement improvement of students using the traditional teaching mode only ranged from 1.8% to 12.6%, and the achievement improvement interval was from 1.9 to 12.6 points. After applying the AI model-based instructional model, the relative improvement in student performance ranged from 19.2% to 19.8%, with an improvement interval of 14.2 to 15.7 points. The students showed a significant teaching effect by demonstrating a 25-point increase in their communication skills performance compared to the control class.

Research on the Change of Talent Cultivation Mode of Undergraduate Law Program of Open University in the Era of Artificial Intelligence

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

In the era of artificial intelligence, this paper uses big data analysis to construct a data model of the knowledge system of law, with the help of clustering...

Research on the Change of Talent Cultivation Mode of Undergraduate Law Program of Open University in the Era of Artificial Intelligence

Published Online: Dec 09, 2023

Page range: -

Received: Feb 19, 2023

Accepted: Jun 19, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01429

Keywords
Artificial intelligence, Big data analysis, Legal knowledge system, Cluster analysis, Natural language modeling

© 2023 Wenli Liang et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Research on the Change of Talent Cultivation Mode of Undergraduate Law Program of Open University in the Era of Artificial Intelligence

Published Online: Dec 09, 2023

Page range: -

Received: Feb 19, 2023

Accepted: Jun 19, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01429

KeywordsArtificial intelligence, Big data analysis, Legal knowledge system, Cluster analysis, Natural language modeling

© 2023 Wenli Liang et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Artificial intelligence, Big data analysis, Legal knowledge system, Cluster analysis, Natural language modeling