The State of the Art in User‐Adaptive Visualizations

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dc.contributor.authorYanez, Fernandoen_US
dc.contributor.authorConati, Cristinaen_US
dc.contributor.authorOttley, Alvittaen_US
dc.contributor.authorNobre, Carolinaen_US
dc.date.accessioned2025-03-07T16:49:38Z
dc.date.available2025-03-07T16:49:38Z
dc.date.issued2024
dc.description.abstractResearch shows that user traits can modulate the use of visualization systems and have a measurable influence on users' accuracy, speed, and attention when performing visual analysis. This highlights the importance of user‐adaptive visualization that can modify themselves to the characteristics and preferences of the user. However, there are very few such visualization systems, as creating them requires broad knowledge from various sub‐domains of the visualization community. A user‐adaptive system must consider which user traits they adapt to, their adaptation logic and the types of interventions they support. In this STAR, we survey a broad space of existing literature and consolidate them to structure the process of creating user‐adaptive visualizations into five components: Capture Ⓐ from the user and any relevant peripheral information. Perform computational Ⓑ with this input to construct a Ⓒ . Employ Ⓓ logic to identify when and how to introduce Ⓔ . Our novel taxonomy provides a road map for work in this area, describing the rich space of current approaches and highlighting open areas for future work.en_US
dc.description.number1
dc.description.sectionheadersMajor Revision from EuroVis Symposium
dc.description.seriesinformationComputer Graphics Forum
dc.description.volume44
dc.identifier.doi10.1111/cgf.15271
dc.identifier.issn1467-8659
dc.identifier.pages32
dc.identifier.urihttps://doi.org/10.1111/cgf.15271
dc.identifier.urihttps://diglib.eg.org/handle/10.1111/cgf15271
dc.publisherEurographics ‐ The European Association for Computer Graphics and John Wiley & Sons Ltd.en_US
dc.rightsAttribution-NonCommercial 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc/4.0/
dc.subjectvisualization
dc.subjectadaptive systems
dc.subjectinterventions
dc.subjectinteraction
dc.subjectassistive interfaces
dc.subject• General and reference → Surveys and overviews; • Human‐centred computing → Information visualization; User models; • Information systems → Personalization
dc.titleThe State of the Art in User‐Adaptive Visualizationsen_US
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