Greening smart learning environments with Artificial Intelligence of Things

被引:3
|
作者
Tabuenca, Bernardo [1 ]
Uche-Soria, Manuel [1 ]
Greller, Wolfgang [2 ]
Hernandez-Leo, Davinia [3 ]
Balcells-Falgueras, Paula [3 ]
Gloor, Peter [4 ]
Garbajosa, Juan [1 ]
机构
[1] Univ Politecn Madrid, Calle Alan Turin sn, Madrid 28031, Spain
[2] Padag Hsch Wien, Grenzackerstr 18, A-1100 Vienna, Austria
[3] Univ Pompeu Fabra, Placa Merce 10-12, Barcelona 08002, Spain
[4] MIT, Ctr Collect Intelligence, 245 First St e94, Cambridge, MA 02142 USA
关键词
Artificial Intelligence; Avatar; Plant biosensors; Environmental education; Internet of Things; Learning activities; Predictive models; Smart Learning Environments; INTERNET; PLANTS;
D O I
10.1016/j.iot.2023.101051
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article investigates the functionality and applications of an Artificial Intelligence of Things (AIoT) system specifically designed for learning purposes. It presents three compelling case studies that pilot the AIoT system in various educational contexts. The first case study focuses on primary education and the use of a smart dashboard to monitor the state of plants in environmental awareness activities. In the second case study, conducted in higher education, variables such as CO2 levels, light intensity, and temperature are monitored to generate personalised recommendations for creating an optimal learning environment through tailored adjustments. The third case study explores the potential of plants to identify human presence and activity patterns in learning environments. By utilising the AIoT system's capabilities, plant data is analysed to infer human presence and interactions. This innovative approach offers insights into understanding student behaviour and optimising learning environments based on real-time feedback from the plant ecosystem. Analysing these studies, the article deliberates on implications and future research opportunities in the realm of AI and IoT. It underscores the potential of AIoT systems in enhancing learning experiences, engaging students, and refining educational settings. The findings not only pave the way for future investigations, including model enhancements and privacy considerations but also emphasise AIoT's potential in reshaping the educational landscape. This article serves as a valuable resource for researchers and practitioners keen on leveraging the synergy of AI and IoT in educational contexts.
引用
收藏
页数:17
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