Comparing the Effectiveness of Visualizations of Different Data Distributions

Rodrigues, Ariane M. B.; Barbosa, Gabriel Diniz Junqueira; Lopes, Hélio; Barbosa, Simone Diniz Junqueira

doi:10.1109/sibgrapi.2019.00020

Cited by 6 publications

(2 citation statements)

References 37 publications

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“…Knowledge-based recommender systems rely on graphical perception studies (Bertin, 1983;Cleveland and McGill, 1984;Heer and Bostock, 2010;Munzner, 2014;Kim and Heer, 2018;Saket et al, 2019;Rodrigues et al, 2019). In our research, we adopted the knowledge-based approach to recommend the appropriate visualization(s) for each data fact generated.…”

Section: Visualization Recommendationmentioning

confidence: 99%

“…We drew on former systems as inspiration to produce the textual descriptions (Cui et al, 2019;Srinivasan et al, 2019). All data facts come with recommended visualizations grounded on graphical perception studies considering tasks (Saket et al, 2019;Kim and Heer, 2018;Rodrigues et al, 2019;Narechania et al, 2021). Finally, for each recommended graph, the model presents options of visual annotations cues to highlight data facts in the visualization, based mainly on Kong and Agrawala's taxonomy of overlays and the information visualization literature (Knaflic, 2019;Cairo, 2012;Munzner, 2014).…”

Section: Model Of Data Facts Visualizations and Visual Annotation Cuesmentioning

confidence: 99%

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