TY - GEN
T1 - Using Interactive Visualization for Guiding Non-IT Students to Understand the Concepts of Artificial Intelligence
AU - Cheng, Hercy N.H.
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - The paper discusses the use of interactive visualization tools to teach artificial intelligence concepts to non-IT students, who may find the subject abstract or complex. Specifically, an open interactive visualization tool is introduced in a learning activity of model exploration, which includes simulators of common machine learning algorithms of classification. Guided questions are provided to help scaffold students' learning and facilitate effective and efficient learning strategies. The paper suggests that interactive visualization tools and guided questions can promote active exploration and scaffold students' learning of information concepts. The aim is to help non-IT students understand the concepts of artificial intelligence and adapt to the future workplace early, so that they can apply artificial intelligence to solve problems in the future.
AB - The paper discusses the use of interactive visualization tools to teach artificial intelligence concepts to non-IT students, who may find the subject abstract or complex. Specifically, an open interactive visualization tool is introduced in a learning activity of model exploration, which includes simulators of common machine learning algorithms of classification. Guided questions are provided to help scaffold students' learning and facilitate effective and efficient learning strategies. The paper suggests that interactive visualization tools and guided questions can promote active exploration and scaffold students' learning of information concepts. The aim is to help non-IT students understand the concepts of artificial intelligence and adapt to the future workplace early, so that they can apply artificial intelligence to solve problems in the future.
KW - artificial intelligence
KW - concept understanding
KW - guided exploration
KW - interactive visualization
UR - http://www.scopus.com/inward/record.url?scp=85183457053&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85183457053&partnerID=8YFLogxK
U2 - 10.1109/IIAI-AAI59060.2023.00138
DO - 10.1109/IIAI-AAI59060.2023.00138
M3 - Conference contribution
AN - SCOPUS:85183457053
T3 - Proceedings - 2023 14th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2023
SP - 695
EP - 696
BT - Proceedings - 2023 14th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 14th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2023
Y2 - 8 July 2023 through 13 July 2023
ER -