探索教育中的技术和传感器驱动趋势:自然语言处理增强的图书识别研究
Manuel J Gomez1, José A Ruipérez-Valiente1, Félix J García Clemente1
1Faculty of Computer Science, University of Murcia, 30100 Murcia, Spain.
Sensors (Basel, Switzerland)
|December 9, 2023
概括
本研究分析了十年来欧洲技术增强学习会议 (EC-TEL) 论文. 基于传感器的技术是教育技术创新的关键驱动力,塑造了未来的方向.
科学领域:
- 教育技术的教育技术
- 计算机支持的协作学习学习
背景情况:
- 技术增强学习 (TEL) 是一个快速发展的领域.
- 欧洲技术增强学习会议 (EC-TEL) 是该领域研究的重要场所.
- 基于传感器的技术在TEL中越来越多地被探索.
研究的目的:
- 综合分析过去十年来TEL领域不断发展的主题.
- 了解这些话题对未来教育的影响.
- 绘制TEL研究社区内的协作网络.
主要方法:
- 采用了一种结合文本分析和社交网络分析的新方法.
- 在过去十年中,EC-TEL收集和分析了477篇论文.
- 使用了隐藏的迪里克莱特分配 (LDA) 主题建模和网络分析 (共同作者,引用).
主要成果:
- 确定了TEL的关键主题,并绘制了它们在十年中的演变.
- 发现了教育技术的重大趋势和发展.
- 会议强调了传感器驱动技术在推动创新的关键作用.
结论:
- 该分析为TEL的当前状态和未来发展轨迹提供了有价值的见解.
- 基于传感器的技术被认为是该领域的主要创新力量.
- 了解主题演变和协作网络对于未来的教育技术研究至关重要.
相关概念视频
Naturalistic Observations
15.4K
If you want to understand how behavior occurs, one of the best ways to gain information is to simply observe the behavior in its natural context. However, people might change their behavior in unexpected ways if they know they are being observed. How do researchers obtain accurate information when people tend to hide their natural behavior? As an example, imagine that your professor asks everyone in your class to raise their hand if they always wash their hands after using the restroom. Chances...
15.4K
Current Trends in Nursing I
1.5K
Current trends in nursing include:
1.5K
Current Trends in Nursing II
1.2K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
1.2K
Health Information Technology and Healthcare Information System
843
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
843
How Data are Classified: Numerical Data
28.6K
Data that are countable or measurable in specific units are called numerical or quantitative data. Quantitative data are always numbers. Quantitative data are the result of counting or measuring the attributes of a population. Amount of money, pulse rate, weight, number of people living in a town, and number of students who opt for statistics are examples of quantitative data.
Quantitative data may be either discrete or continuous. All quantitative data that take on only specific numerical...
Quantitative data may be either discrete or continuous. All quantitative data that take on only specific numerical...
28.6K
Statistical Analysis: Overview
6.6K
When we take repeated measurements on the same or replicated samples, we will observe inconsistencies in the magnitude. These inconsistencies are called errors. To categorize and characterize these results and their errors, the researcher can use statistical analysis to determine the quality of the measurements and/or suitability of the methods.
One of the most commonly used statistical quantifiers is the mean, which is the ratio between the sum of the numerical values of all results and the...
One of the most commonly used statistical quantifiers is the mean, which is the ratio between the sum of the numerical values of all results and the...
6.6K


