A STEM Approach to Teach High School Students IoT and AI Concepts: An Air Quality Example

Wei Ling Lee; Chiu Fan Hu; Cheng Chih Wu

doi:10.1145/3649405.3659498

A STEM Approach to Teach High School Students IoT and AI Concepts: An Air Quality Example

Wei Ling Lee, Chiu Fan Hu, Cheng Chih Wu

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Citations (Scopus)

Abstract

In this study, we applied STEM approach to teach high school students Internet of Things (IoT) and Artificial Intelligence (AI) concepts with an air quality example. The learning activities include assembling IoT devices for air quality detection, connecting to the MQTT app for data visualization, and applying raw data to build an AI model using TensorFlow to predict air quality. The results showed that the STEM (Science, Technology, Mathematics, and Technology) approach helped students learn data transmission in IoT architecture, modeling process of AI, and enhanced students’ motivation in learning.

Original language	English
Title of host publication	ITiCSE 2024 - Proceedings of the 2024 Conference Innovation and Technology in Computer Science Education
Publisher	Association for Computing Machinery
Pages	806
Number of pages	1
ISBN (Electronic)	9798400706035
DOIs	https://doi.org/10.1145/3649405.3659498
Publication status	Published - 2024 Jul 8
Externally published	Yes
Event	29th Conference Innovation and Technology in Computer Science Education, ITiCSE 2024 - Milan, Italy Duration: 2024 Jul 8 → 2024 Jul 10

Publication series

Name	Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE
Volume	2
ISSN (Print)	1942-647X

Conference

Conference	29th Conference Innovation and Technology in Computer Science Education, ITiCSE 2024
Country/Territory	Italy
City	Milan
Period	2024/07/08 → 2024/07/10

Keywords

Artificial Intelligence
Internet of Things
STEM

ASJC Scopus subject areas

Management of Technology and Innovation
Education

Access to Document

10.1145/3649405.3659498

Cite this

Lee, W. L., Hu, C. F., & Wu, C. C. (2024). A STEM Approach to Teach High School Students IoT and AI Concepts: An Air Quality Example. In ITiCSE 2024 - Proceedings of the 2024 Conference Innovation and Technology in Computer Science Education (pp. 806). (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE; Vol. 2). Association for Computing Machinery. https://doi.org/10.1145/3649405.3659498

A STEM Approach to Teach High School Students IoT and AI Concepts: An Air Quality Example. / Lee, Wei Ling; Hu, Chiu Fan; Wu, Cheng Chih.
ITiCSE 2024 - Proceedings of the 2024 Conference Innovation and Technology in Computer Science Education. Association for Computing Machinery, 2024. p. 806 (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE; Vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Lee, WL, Hu, CF & Wu, CC 2024, A STEM Approach to Teach High School Students IoT and AI Concepts: An Air Quality Example. in ITiCSE 2024 - Proceedings of the 2024 Conference Innovation and Technology in Computer Science Education. Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE, vol. 2, Association for Computing Machinery, pp. 806, 29th Conference Innovation and Technology in Computer Science Education, ITiCSE 2024, Milan, Italy, 2024/07/08. https://doi.org/10.1145/3649405.3659498

Lee WL, Hu CF, Wu CC. A STEM Approach to Teach High School Students IoT and AI Concepts: An Air Quality Example. In ITiCSE 2024 - Proceedings of the 2024 Conference Innovation and Technology in Computer Science Education. Association for Computing Machinery. 2024. p. 806. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE). doi: 10.1145/3649405.3659498

Lee, Wei Ling ; Hu, Chiu Fan ; Wu, Cheng Chih. / A STEM Approach to Teach High School Students IoT and AI Concepts : An Air Quality Example. ITiCSE 2024 - Proceedings of the 2024 Conference Innovation and Technology in Computer Science Education. Association for Computing Machinery, 2024. pp. 806 (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE).

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A STEM Approach to Teach High School Students IoT and AI Concepts: An Air Quality Example

Abstract

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Keywords

ASJC Scopus subject areas

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