Application of Artificial intelligence to high education: empowerment of flipped classroom with just-in-time teaching

反转课堂 计算机科学 过程(计算) 人工智能 班级(哲学) 数学教育 数学 操作系统
作者
Lina Montuori,Manuel Alcázar-Ortega,Paula Bastida-Molina,Carlos Vargas‐Salgado
出处
期刊:Proceedings INNODOCT/19. International Conference on Innovation, Documentation and Education 卷期号:: 1-8 被引量:3
标识
DOI:10.4995/inn2020.2020.11896
摘要

In the so-called society 4.0, Artificial Intelligence (AI) is being widely used in many areas of life. Machine learning uses mathematical algorithms based on "training data", which are able to make predictions or take decisions with the ability to change their behavior through a self-training approach. Furthermore, thanks to AI, a large volume of data can be now processed with the overall goal to extract patterns and transform the information into a comprehensible structure for further utilization, which manually done by humans would easily take several years. In this framework, this article explores the potential of AI and machine learning to empower flipped classroom with just-in-time teaching (JiTT). JiTT is a pedagogical method that can be easily combined with the reverse teaching. It allows professors to receive feedback from students before class, so they may be able to adapt the lesson flow, as well as preparing strategies and activities focused on the student deficiencies. This research explores the application of AI in high education as a tool to analyze the key variables involved in the learning process of students and to integrate JiTT within the flipped classroom. Finally, a case of application of this methodology is presented, applied to the course of Industrial Refrigeration taught at the Polytechnic University of Valencia.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
张土豆完成签到 ,获得积分10
刚刚
善学以致用应助小王采纳,获得10
刚刚
orang完成签到,获得积分10
1秒前
巧巧艾完成签到,获得积分10
1秒前
2秒前
邵洋完成签到,获得积分10
2秒前
sl发布了新的文献求助10
2秒前
3秒前
小迪迦奥特曼完成签到,获得积分10
3秒前
3秒前
cckk发布了新的文献求助10
4秒前
夏目由美完成签到 ,获得积分10
4秒前
Jasper应助哦哦哦采纳,获得10
5秒前
YYD完成签到,获得积分10
5秒前
超勍完成签到,获得积分10
5秒前
碧蓝碧凡发布了新的文献求助10
6秒前
Popeye应助鹤鸣采纳,获得30
6秒前
YYD发布了新的文献求助10
7秒前
yuanshl1985发布了新的文献求助10
7秒前
积极的黑猫完成签到,获得积分10
8秒前
GB完成签到 ,获得积分10
8秒前
Metx完成签到 ,获得积分10
9秒前
孤独的涔完成签到,获得积分10
10秒前
Jay完成签到,获得积分10
10秒前
11秒前
深情安青应助hf采纳,获得10
13秒前
学不懂数学应助大观天下采纳,获得10
13秒前
醉熏的水绿完成签到 ,获得积分10
13秒前
秦艺完成签到,获得积分10
14秒前
14秒前
14秒前
高高完成签到,获得积分20
15秒前
HHHHH完成签到,获得积分10
15秒前
16秒前
WANG发布了新的文献求助10
16秒前
16秒前
十月的天空完成签到,获得积分10
16秒前
17秒前
哦哦哦发布了新的文献求助10
18秒前
18秒前
高分求助中
【提示信息,请勿应助】关于scihub 10000
Les Mantodea de Guyane: Insecta, Polyneoptera [The Mantids of French Guiana] 3000
徐淮辽南地区新元古代叠层石及生物地层 3000
The Mother of All Tableaux: Order, Equivalence, and Geometry in the Large-scale Structure of Optimality Theory 3000
Global Eyelash Assessment scale (GEA) 1000
Picture Books with Same-sex Parented Families: Unintentional Censorship 550
Research on Disturbance Rejection Control Algorithm for Aerial Operation Robots 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 4038426
求助须知:如何正确求助?哪些是违规求助? 3576119
关于积分的说明 11374556
捐赠科研通 3305834
什么是DOI,文献DOI怎么找? 1819339
邀请新用户注册赠送积分活动 892678
科研通“疑难数据库(出版商)”最低求助积分说明 815029