{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T20:34:51Z","timestamp":1772138091588,"version":"3.50.1"},"reference-count":28,"publisher":"Oxford University Press (OUP)","issue":"10","license":[{"start":{"date-parts":[[2018,9,26]],"date-time":"2018-09-26T00:00:00Z","timestamp":1537920000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"CIHR Vanier Scholarship"},{"DOI":"10.13039\/501100001804","name":"Canada Research Chairs Program","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100001804","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Michael Smith Foundation"},{"name":"NSERC Discovery Program"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,5,15]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Motivation<\/jats:title>\n                    <jats:p>Data visualization is an important tool for exploring and communicating findings from genomic and healthcare datasets. Yet, without a systematic way of organizing and describing the design space of data visualizations, researchers may not be aware of the breadth of possible visualization design choices or how to distinguish between good and bad options.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>We have developed a method that systematically surveys data visualizations using the analysis of both text and images. Our method supports the construction of a visualization design space that is explorable along two axes: why the visualization was created and how it was constructed. We applied our method to a corpus of scientific research articles from infectious disease genomic epidemiology and derived a Genomic Epidemiology Visualization Typology (GEViT) that describes how visualizations were created from a series of chart types, combinations and enhancements. We have also implemented an online gallery that allows others to explore our resulting design space of visualizations. Our results have important implications for visualization design and for researchers intending to develop or use data visualization tools. Finally, the method that we introduce is extensible to constructing visualizations design spaces across other research areas.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Availability and implementation<\/jats:title>\n                    <jats:p>Our browsable gallery is available at http:\/\/gevit.net and all project code can be found at https:\/\/github.com\/amcrisan\/gevitAnalysisRelease.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Supplementary information<\/jats:title>\n                    <jats:p>Supplementary data are available at Bioinformatics online.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1093\/bioinformatics\/bty832","type":"journal-article","created":{"date-parts":[[2018,9,24]],"date-time":"2018-09-24T23:12:45Z","timestamp":1537830765000},"page":"1668-1676","source":"Crossref","is-referenced-by-count":19,"title":["A systematic method for surveying data visualizations and a resulting genomic epidemiology visualization typology: GEViT"],"prefix":"10.1093","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3445-3414","authenticated-orcid":false,"given":"Anamaria","family":"Crisan","sequence":"first","affiliation":[{"name":"Department of Computer Science, University of British Columbia, Vancouver, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jennifer L","family":"Gardy","sequence":"additional","affiliation":[{"name":"School of Population and Public Health, University of British Columbia, Vancouver, Canada"},{"name":"British Columbia Centre for Disease Control, Vancouver, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tamara","family":"Munzner","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of British Columbia, Vancouver, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"286","published-online":{"date-parts":[[2018,9,26]]},"reference":[{"key":"2023013107482554200_bty832-B1","first-page":"234","article-title":"The state-of-the-art of set visualization","volume-title":"Comput. 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