A Probabilistic Perspective of Human-Machine Interaction
dc.contributor.author | Canan, Mustafa | |
dc.contributor.author | Demir, Mustafa | |
dc.contributor.author | Kovacic, Samual | |
dc.date.accessioned | 2021-12-24T18:29:31Z | |
dc.date.available | 2021-12-24T18:29:31Z | |
dc.date.issued | 2022-01-04 | |
dc.description.abstract | Human-machine interaction (HMI) has become an essential part of the daily routine in organizations. Although the machines are designed with state-of-the-art Artificial Intelligence applications, they are limited in their ability to mimic human behavior. The human-human interaction occurs between two or more humans; when a machine replaces a human, the interaction dynamics are not the same. The results indicate that a machine that interacts with a human can increase the mental uncertainty that a human experiences. Developments in decision sciences indicate that using quantum probability theory (QPT) improves the understanding of human decision-making than merely using classical probability theory (CPT). In this paper, we examine the HMI from a QPT perspective. Applying QPT to studying HMI for decision-making shows improvement in understanding the decision process when interacting with machines because it provides insights into the mental uncertainty of a human that is not apparent in CPT. | |
dc.format.extent | 10 pages | |
dc.identifier.doi | 10.24251/HICSS.2022.914 | |
dc.identifier.isbn | 978-0-9981331-5-7 | |
dc.identifier.uri | http://hdl.handle.net/10125/80256 | |
dc.language.iso | eng | |
dc.relation.ispartof | Proceedings of the 55th Hawaii International Conference on System Sciences | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 International | |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/4.0/ | |
dc.subject | Cyber Systems: Their Science, Engineering, and Security | |
dc.subject | human | |
dc.subject | interaction | |
dc.subject | machine | |
dc.subject | probability | |
dc.title | A Probabilistic Perspective of Human-Machine Interaction | |
dc.type.dcmi | text |
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