InsideInsights: Integrating Data-Driven Reporting in Collaborative Visual Analytics

Andreas Mathisen, Tom Horak, Clemens Nylandsted Klokmose, Kaj Grønbæk, Niklas Elmqvist

Publikation: Bidrag til tidsskrift/Konferencebidrag i tidsskrift /Bidrag til avisKonferenceartikelForskningpeer review

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Abstract

Analyzing complex data is a non-linear process that alternates between identifying discrete facts and developing overall assessments and conclusions. In addition, data analysis rarely occurs in solitude; multiple collaborators can be engaged in the same analysis, or intermediate results can be reported to stakeholders. However, current data-driven communication tools are detached from the analysis process and promote linear stories that forego the hierarchical and branching nature of data analysis, which leads to either too much or too little detail in the final report. We propose a conceptual design for integrated data-driven reporting that allows for iterative structuring of insights into hierarchies linked to analytic provenance and chosen analysis views. The hierarchies become dynamic and interactive reports where collaborators can review and modify the analysis at a desired level of detail. Our web-based INSIDEINSIGHTS system provides interaction techniques to annotate states of analytic components, structure annotations, and link them to appropriate presentation views. We demonstrate the generality and usefulness of our system with two use cases and a qualitative expert review.

OriginalsprogEngelsk
TidsskriftComputer Graphics Forum
Vol/bind38
Nummer3
Sider (fra-til)649-661
Antal sider13
ISSN1467-8659
DOI
StatusUdgivet - 2019
BegivenhedEurographics Conference on Visualization (EuroVis) 2019: 21st EG/VGTC Conference on Visualization - Alfândega do Porto Congress Centre, Porto, Portugal
Varighed: 3 jun. 20197 jun. 2019
Konferencens nummer: 21
http://eurovis2019.org/

Konference

KonferenceEurographics Conference on Visualization (EuroVis) 2019
Nummer21
LokationAlfândega do Porto Congress Centre
Land/OmrådePortugal
ByPorto
Periode03/06/201907/06/2019
Internetadresse

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