量化教师在教育中采用人工智能的准备程度:一个数学建模视角
Musa Adekunle Ayanwale1, Kabir Oluwatobi Idowu2, Owolabi Paul Adelana3
1Department of Mathematics Education, College of Education, University of South Africa, Pretoria, South Africa. kunleayanwale15@gmail.com.
Scientific reports
|July 18, 2025
概括
这项研究使用SEIR框架对尼日利亚教师采用人工智能 (AI) 的模式. 持续的资源和快速的意识到采用的过渡是成功在教育中整合AI的关键.
科学领域:
- 教育技术的教育技术.
- 数学建模的数学建模
- 教育中的人工智能
背景情况:
- 教师准备采用人工智能 (AI) 对教育进步至关重要.
- 了解人工智能在教育环境中采用的动态,特别是在尼日利亚,是必不可少的.
研究的目的:
- 开发和分析一个数学模型,预测教师的AI采用准备.
- 确定影响尼日利亚教育中人工智能整合的关键因素.
主要方法:
- 适应了易受-暴露-感染-恢复 (SEIR) 框架,以适应人工智能采用动态.
- 分析模型属性 (积极性,边界性,稳定性) 并执行灵敏度分析.
- 进行了数值模拟,以评估参数对教师采用随时间推移的影响.
主要成果:
- 较高的教师消耗率最初减少了不意识,但可能导致复苏.
- 从意识到采用的快速过渡加速了人工智能集成.
- 可持续的资源可用性对于长期的人工智能采用至关重要.
结论:
- 有针对性的干预和资源分配是教师成功采用人工智能的必要条件.
- 战略规划和支持机制对于促进人工智能增强的教学至关重要.
- 调查结果为政策制定者和促进教育技术的机构提供了洞察力.
相关概念视频
Measures of Intelligence
7.9K
Psychologists measure intelligence by using standardized tests that produce a score known as the intelligence quotient or IQ. To understand IQ tests, it's important to recognize the key principles behind their construction: validity, reliability, and standardization.
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
7.9K
Multiple Intelligences Theory
8.3K
Howard Gardner's theory of Multiple Intelligence proposes that there are nine distinct types of intelligence, each reflecting different ways of interacting with the world. Introduced in 1983 and expanded in subsequent years, Gardner's framework challenges the traditional notion of a single, generalized intelligence.
8.3K
Modeling in Therapy
149
Modeling, a key technique in therapy, uses observational learning to help clients acquire and practice new skills by watching therapists demonstrate desired behaviors. This approach, rooted in Albert Bandura's concept of vicarious learning, plays a significant role in therapeutic interventions for various psychological conditions, including social anxiety, ADHD, and depression.
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...
149


