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基于大数据和人工智能的智能学习系统的设计与实现

Design and Implementation of Intelligent Learning System Based on Big Data and Artificial Intelligence.

作者信息

Yang Yawen

机构信息

Academy of Arts, Southwest Minzu University, Chengdu, China.

出版信息

Front Psychol. 2021 Nov 11;12:726978. doi: 10.3389/fpsyg.2021.726978. eCollection 2021.

DOI:10.3389/fpsyg.2021.726978
PMID:34858265
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8632003/
Abstract

In order to improve the level of education development in remote areas of China, help minority schools to better play the advantages of multimedia network teaching resources provided by the state, and further improve the level of multimedia network management, a multimedia network teaching management system is studied and developed. The teaching information and business process of the school is analyzed, the division of the structure of the film and television multimedia information management system is completed, and the overall structure, functional structure, and database of the system are designed; Tornado technology, NoSQL database technology, jQuery technology, and Ajax technology are used to complete the development of the system. The results show that the real system can provide a highly automated platform for the school multimedia network-teaching management. The system makes the teaching staff work more efficiently and accurately. The results show that the system studied has a significant effect on the multimedia teaching of minority films and television. Using the characteristics of the combination of pictures, text, sound, image, and shadow, the knowledge can be shown to students intuitively, which is helpful to relaxed and happy learning of students and stimulate their desire to learn. Multimedia teaching has become an important teaching assistant tool. This exploration can provide theoretical support for the design of the network teaching information management system based on artificial intelligence, decentralize the complex network environment, and carry out decentralized management.

摘要

为提高中国偏远地区教育发展水平,帮助少数民族学校更好发挥国家提供的多媒体网络教学资源优势,进一步提升多媒体网络管理水平,研究开发了一种多媒体网络教学管理系统。分析了学校的教学信息和业务流程,完成了影视多媒体信息管理系统结构划分,设计了系统的总体结构、功能结构和数据库;采用Tornado技术、NoSQL数据库技术、jQuery技术和Ajax技术完成了系统开发。结果表明,实际系统可为学校多媒体网络教学管理提供高度自动化平台。该系统使教学人员工作更高效、准确。结果表明,所研究的系统对少数民族影视多媒体教学有显著效果。利用图文声像影相结合的特点,可将知识直观展示给学生,有助于学生轻松愉快学习,激发其学习欲望。多媒体教学已成为重要的教学辅助工具。该探索可为基于人工智能的网络教学信息管理系统设计提供理论支持,分散复杂网络环境,进行分布式管理。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/5a610caae415/fpsyg-12-726978-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/e3e9c59bb3b7/fpsyg-12-726978-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/14736a8c23b1/fpsyg-12-726978-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/94c7a98121bd/fpsyg-12-726978-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/97a397e342ab/fpsyg-12-726978-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/e318412a8d74/fpsyg-12-726978-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/adf0bf088d77/fpsyg-12-726978-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/e24991ed63a0/fpsyg-12-726978-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/3b98aa5bc9be/fpsyg-12-726978-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/5a610caae415/fpsyg-12-726978-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/e3e9c59bb3b7/fpsyg-12-726978-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/14736a8c23b1/fpsyg-12-726978-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/94c7a98121bd/fpsyg-12-726978-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/97a397e342ab/fpsyg-12-726978-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/e318412a8d74/fpsyg-12-726978-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/adf0bf088d77/fpsyg-12-726978-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/e24991ed63a0/fpsyg-12-726978-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/3b98aa5bc9be/fpsyg-12-726978-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a51/8632003/5a610caae415/fpsyg-12-726978-g009.jpg

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