Guide Me in Analysis: A Framework for Guidance Designers

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dc.contributor.authorCeneda, Davideen_US
dc.contributor.authorAndrienko, Nataliaen_US
dc.contributor.authorAndrienko, Gennadyen_US
dc.contributor.authorGschwandtner, Theresiaen_US
dc.contributor.authorMiksch, Silviaen_US
dc.contributor.authorPiccolotto, Nikolausen_US
dc.contributor.authorSchreck, Tobiasen_US
dc.contributor.authorStreit, Marcen_US
dc.contributor.authorSuschnigg, Josefen_US
dc.contributor.authorTominski, Christianen_US
dc.contributor.editorBenes, Bedrich and Hauser, Helwigen_US
dc.date.accessioned2020-10-06T16:54:02Z
dc.date.available2020-10-06T16:54:02Z
dc.date.issued2020
dc.description.abstractGuidance is an emerging topic in the field of visual analytics. Guidance can support users in pursuing their analytical goals more efficiently and help in making the analysis successful. However, it is not clear how guidance approaches should be designed and what specific factors should be considered for effective support. In this paper, we approach this problem from the perspective of guidance designers. We present a framework comprising requirements and a set of specific phases designers should go through when designing guidance for visual analytics. We relate this process with a set of quality criteria we aim to support with our framework, that are necessary for obtaining a suitable and effective guidance solution. To demonstrate the practical usability of our methodology, we apply our framework to the design of guidance in three analysis scenarios and a design walk‐through session. Moreover, we list the emerging challenges and report how the framework can be used to design guidance solutions that mitigate these issues.en_US
dc.description.number6
dc.description.sectionheadersArticles
dc.description.seriesinformationComputer Graphics Forum
dc.description.volume39
dc.identifier.doi10.1111/cgf.14017
dc.identifier.issn1467-8659
dc.identifier.pages269-288
dc.identifier.urihttps://doi.org/10.1111/cgf.14017
dc.identifier.urihttps://diglib.eg.org:443/handle/10.1111/cgf14017
dc.publisher© 2020 Eurographics ‐ The European Association for Computer Graphics and John Wiley & Sons Ltden_US
dc.subjectVisual Analytics
dc.subjectVisualization
dc.subjectUser Interface Design
dc.subjectInteraction
dc.subjectInformation Visualization
dc.subjectGuidance
dc.titleGuide Me in Analysis: A Framework for Guidance Designersen_US
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