Human Interpretation of Trade-Off Diagrams in Multi-Objective Problems: Implications for Developing Interactive Decision Support Systems

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dc.contributor.author Oprean, Danielle
dc.contributor.author Spence, Caitlin
dc.contributor.author Simpson, Mark
dc.contributor.author Miller Jr, Randy
dc.contributor.author Bansal, Saurabh
dc.contributor.author Keller, Klaus
dc.contributor.author Klippel, Alexander
dc.date.accessioned 2019-01-02T23:54:10Z
dc.date.available 2019-01-02T23:54:10Z
dc.date.issued 2019-01-08
dc.description.abstract The growing need for efficient and effective human decision-makers warrants a better understanding of how decision support systems (DSS) guide users to improved decisions. Decision support approaches utilize visual aids to assist decision-making, including trade-off diagrams. These visualizations help comprehension of key trade-offs among decision alternatives. However, little is known about the role of trade-off diagrams in human decision-making and the best way to present them. Here, we discuss an empirical study with two goals: 1) evaluating DSS interactivity and 2) identifying decision-making strategies with trade-off diagrams. We specifically investigate the value of interface interactivity and problem context as users make nine increasingly complex decisions. Our results suggest that problem context and interactivity separately influence ability to navigate trade-off diagrams.
dc.format.extent 10 pages
dc.identifier.doi 10.24251/HICSS.2019.189
dc.identifier.isbn 978-0-9981331-2-6
dc.identifier.uri http://hdl.handle.net/10125/59596
dc.language.iso eng
dc.relation.ispartof Proceedings of the 52nd 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 Interactive Visual Analytics and Visualization for Decision Making – Making Sense of a Growing Digital World
dc.subject Decision Analytics, Mobile Services, and Service Science
dc.subject Decision-Making, Decision Support Systems, Multi-Objective Problems, Trade-off Diagrams, Visualization
dc.title Human Interpretation of Trade-Off Diagrams in Multi-Objective Problems: Implications for Developing Interactive Decision Support Systems
dc.type Conference Paper
dc.type.dcmi Text
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Interactive Visual Analytics and Visualization for Decision Making – Making Sense of a Growing Digital World