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

被引:0
|
作者
Liang W. [1 ]
Li S. [1 ]
Huang S. [1 ]
机构
[1] School of Law and Administration, Guangdong Open University, Guangdong, Guangzhou
关键词
Artificial intelligence; Big data analysis; Cluster analysis; Legal knowledge system; Natural language modeling;
D O I
10.2478/amns.2023.2.01429
中图分类号
学科分类号
摘要
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. © 2023 Wenli Liang et al., published by Sciendo.
引用
收藏
相关论文
共 22 条
  • [1] Research on Innovation and Entrepreneurship Talent Cultivation Mode Innovation with Artificial Intelligence Technical Support
    Guo, Xiaochun
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [2] Influence of artificial intelligence on higher education reform and talent cultivation in the digital intelligence era
    Qian, Limin
    Cao, Weiran
    Chen, Lifeng
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [3] ChatGPT as an Artificial intelligence (AI) Tool for Assisting Undergraduate Talent Cultivation Program in Major of Microelectronic Science and Engineering
    Yuan, Yuan
    Xu, Haoyang
    Si, Liming
    2024 INTERNATIONAL CONFERENCE ON MICROWAVE AND MILLIMETER WAVE TECHNOLOGY, ICMMT, 2024,
  • [4] Present Development Situation of Artificial Intelligence Law and Thinking on the Talent Cultivation
    Hu, Teng
    Lu, Huafeng
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON EDUCATION, LANGUAGE, ART AND INTER-CULTURAL COMMUNICATION (ICELAIC 2019), 2019, 378 : 152 - 156
  • [5] Research on the Innovation and Entrepreneurship Talent Cultivation Mode in the Agricultural University
    Gu, Hongjun
    Wang, Jinghui
    Hou, Lixin
    Gong, He
    Xu, Yanlei
    Li, Shijun
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, INFORMATION AND MECHANICAL ENGINEERING (EMIM 2017), 2017, 76 : 892 - 895
  • [6] Research on Talent Cultivation Mode of Higher Education in the Context of Digital Era
    Meng, Fanli
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [7] Research on Undergraduate Business Management Discipline Applied Talent Cultivation Mode System Design
    Zhang Kecheng
    PROCEEDINGS OF 2016 INTERNATIONAL SYMPOSIUM - EDUCATION AND TEACHING REFORM AND INNOVATION, 2016, : 218 - 221
  • [8] Practical Research on Talent Cultivation Mode of First-class Professionals in Environmental Design under the Background of Artificial Intelligence
    School of Fine Arts and Design, Yulin Normal University, Guangxi, Yulin
    537000, China
    不详
    Appl. Math. Nonlinear Sci., 1
  • [9] The Research on Software Engineering Outstanding Talent Cultivation Mode by Integrating University with Enterprises
    Guo, Shaosheng
    Zhang, Wei
    2013 FOURTH INTERNATIONAL CONFERENCE ON EDUCATION AND SPORTS EDUCATION (ESE 2013), PT I, 2013, 11 : 471 - 476
  • [10] Innovative Research on Talent Cultivation under the Mode of University-enterprise Cooperation
    Bai, Jian
    Yu, Yanqin
    Zhao, Jianying
    Xue, Jian'e
    Li, Jun
    Guo, Fang
    Wang, Rui
    Gao, Ping
    PROCEEDINGS OF THE 2018 4TH INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE AND HIGHER EDUCATION (ICSSHE 2018), 2018, 181 : 494 - 497