A Methodology for Task-Driven Guidance Design

dc.contributor.authorPĂ©rez-Messina, Ignacioen_US
dc.contributor.authorCeneda, Davideen_US
dc.contributor.authorMiksch, Silviaen_US
dc.contributor.editorAngelini, Marcoen_US
dc.contributor.editorEl-Assady, Mennatallahen_US
dc.date.accessioned2023-06-10T06:09:10Z
dc.date.available2023-06-10T06:09:10Z
dc.date.issued2023
dc.description.abstractMixed-initiative Visual Analytics (VA) systems are becoming increasingly important; however, the design of such systems still needs to be formulated. We present a methodology to aid and structure the design of guidance for mixed-initiative VA systems consisting of four steps: (1) defining the target of analysis, (2) identifying the user search tasks, (3) describing the system guidance tasks, and (4) specifying which and when guidance is provided. In summary, it specifies a space of possible user tasks and then maps it to the corresponding space of guidance tasks, using recent VA task typologies for guidance and visualizations. We illustrate these steps through a case study in a real-world model-building task involving decision-making with unevenlyspaced time-oriented data. Our methodology's goal is to enrich existing VA systems with guidance, being its output a structured description of a complex guidance task schema.en_US
dc.description.sectionheadersHonorable Mention
dc.description.seriesinformationEuroVis Workshop on Visual Analytics (EuroVA)
dc.identifier.doi10.2312/eurova.20231094
dc.identifier.isbn978-3-03868-222-6
dc.identifier.issn2664-4487
dc.identifier.pages37-42
dc.identifier.pages6 pages
dc.identifier.urihttps://doi.org/10.2312/eurova.20231094
dc.identifier.urihttps://diglib.eg.org:443/handle/10.2312/eurova20231094
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCCS Concepts: Human-centered computing -> Visualization design and evaluation methods; Visualization theory, concepts and paradigms
dc.subjectHuman centered computing
dc.subjectVisualization design and evaluation methods
dc.subjectVisualization theory
dc.subjectconcepts and paradigms
dc.titleA Methodology for Task-Driven Guidance Designen_US
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