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人工智能信息技术在大数据背景下的思政课在线课堂系统中的应用。

Application of AI Information Technology in the Political and Ideological Online Classroom System in the Background of Big Data.

机构信息

Department of Humanities and Foundation Courses, Shandong Polytechnic, Jinan, Shandong 250104, China.

Yi'an Academy, Shandong Polytechnic, Jinan, Shandong 250104, China.

出版信息

Comput Intell Neurosci. 2022 Jul 8;2022:6590557. doi: 10.1155/2022/6590557. eCollection 2022.

Abstract

Political and ideological online teaching is a new thing integrating political and ideological theory teaching and artificial intelligence information technology. In order to effectively improve the quality of political and ideological online teaching, this paper aims to make an in-depth study on the application of artificial intelligence technology in the political and ideological online classroom system under the background of big data. This paper first expounds the overall architecture of the political and ideological online system from the system hardware architecture and software architecture and then discusses in detail the functional design of the online system and the structure of the database. This paper proposes a data mining algorithm based on scale affine transformation and curriculum data information space reconstruction, constructs the data structure model of the political and ideological online classroom system, uses scale affine transformation to fuse the curriculum data, carries out spatial reconstruction of the fused curriculum data, extracts the high-order features of the curriculum data in the political and ideological online classroom system in the reconstructed space, and completes the data mining of political and ideological courses. Experiments show that the political and ideological online classroom system under the proposed method is better than the political and ideological online classroom system under the traditional method in terms of user satisfaction and teacher operation proficiency and can effectively improve the quality of political and ideological online teaching.

摘要

政治思想线上教学是将政治思想理论教学与人工智能信息技术融合的新事物。为了有效提高政治思想线上教学的质量,本文旨在深入研究大数据背景下人工智能技术在政治思想线上课堂系统中的应用。本文首先从系统硬件架构和软件架构两个方面阐述了政治思想线上系统的总体架构,然后详细讨论了在线系统的功能设计和数据库结构。本文提出了一种基于尺度仿射变换和课程数据信息空间重构的数据挖掘算法,构建了政治思想线上课堂系统的数据结构模型,利用尺度仿射变换对课程数据进行融合,对融合后的课程数据进行空间重构,提取政治思想线上课堂系统中课程数据的高阶特征,完成政治思想课程的数据挖掘。实验表明,提出方法的政治思想线上课堂系统在用户满意度和教师操作熟练度方面均优于传统方法的政治思想线上课堂系统,能够有效提高政治思想线上教学的质量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5290/9287109/1bd88a408b43/CIN2022-6590557.001.jpg

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