TY - GEN
T1 - A Framework and a Theoretical Model to Integrate Internet-of-Things with Human Behavior in Teams
AU - Doboli, Alex
N1 - Publisher Copyright:
©2024IEEE.
PY - 2024
Y1 - 2024
N2 - The effective integration of complex human behavior with the automated responses of engineered systems is challenging because existing theoretical models on human behavior devised by social sciences are hard to combine with traditional computing approaches. This paper proposes a novel framework to devise a theoretical model of individual and team behavior, so that the model is grounded in social science theories but can be used to optimize the operation and performance of engineered systems, like Internet-of-Things (IoT). Our ongoing work uses the framework to devise new algorithms that optimize IoTs that are more sensitive to individual and team behavior.
AB - The effective integration of complex human behavior with the automated responses of engineered systems is challenging because existing theoretical models on human behavior devised by social sciences are hard to combine with traditional computing approaches. This paper proposes a novel framework to devise a theoretical model of individual and team behavior, so that the model is grounded in social science theories but can be used to optimize the operation and performance of engineered systems, like Internet-of-Things (IoT). Our ongoing work uses the framework to devise new algorithms that optimize IoTs that are more sensitive to individual and team behavior.
KW - Humans in the Loop
KW - Internet of Things
KW - human behavior modeling
KW - optimization
UR - https://www.scopus.com/pages/publications/85216428785
U2 - 10.1109/CITDS62610.2024.10791352
DO - 10.1109/CITDS62610.2024.10791352
M3 - Conference contribution
AN - SCOPUS:85216428785
T3 - 2024 IEEE 3rd Conference on Information Technology and Data Science, CITDS 2024 - Proceedings
BT - 2024 IEEE 3rd Conference on Information Technology and Data Science, CITDS 2024 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd IEEE Conference on Information Technology and Data Science, CITDS 2024
Y2 - 26 August 2024 through 27 August 2024
ER -