Uncertainty in humanities network visualization

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Fältnamn	Indikatorer	Metadata
000		05135naa a2200721 4500
001		oai:DiVA.org:liu-200197
003		SwePub
008		240115s2024 \| \|\|\|\|\|\|\|\|\|\|\|000 \|\|eng\|
009		oai:DiVA.org:lnu-126672
024	7	a https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-2001972 URI
024	7	a https://doi.org/10.3389/fcomm.2023.13051372 DOI
024	7	a https://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-1266722 URI
040		a (SwePub)liud (SwePub)lnu
041		a engb eng
042		9 SwePub
072	7	a ref2 swepub-contenttype
072	7	a art2 swepub-publicationtype
100	1	a Conroy, Melanieu University of Memphis, USA4 aut
245	1 0	a Uncertainty in humanities network visualization
264	1	b Frontiers Media S.A.c 2024
338		a print2 rdacarrier
500		a Funding: University of Memphis10.13039/100011518
520		a Network visualization is one of the most widely used tools in digital humanities research. The idea of uncertain or “fuzzy” data is also a core notion in digital humanities research. Yet network visualizations in digital humanities do not always prominently represent uncertainty. In this article, we present a mathematical and logical model of uncertainty as a range of values which can be used in network visualizations. We review some of the principles for visualizing uncertainty of different kinds, visual variables that can be used for representing uncertainty, and how these variables have been used to represent different data types in visualizations drawn from a range of non-humanities fields like climate science and bioinformatics. We then provide examples of two diagrams: one in which the variables displaying degrees of uncertainty are integrated into the graph and one in which glyphs are added to represent data certainty and uncertainty. Finally, we discuss how probabilistic data and what-if scenarios could be used to expand the representation of uncertainty in humanities network visualizations.
650	7	a NATURVETENSKAPx Data- och informationsvetenskapx Datavetenskap0 (SwePub)102012 hsv//swe
650	7	a NATURAL SCIENCESx Computer and Information Sciencesx Computer Sciences0 (SwePub)102012 hsv//eng
650	7	a NATURVETENSKAPx Data- och informationsvetenskapx Människa-datorinteraktion0 (SwePub)102042 hsv//swe
650	7	a NATURAL SCIENCESx Computer and Information Sciencesx Human Computer Interaction0 (SwePub)102042 hsv//eng
650	7	a HUMANIORAx Annan humaniora0 (SwePub)6052 hsv//swe
650	7	a HUMANITIESx Other Humanities0 (SwePub)6052 hsv//eng
653		a network visualization
653		a mathematical uncertainty
653		a uncertainty in networks
653		a digital humanities
653		a visual variables
653		a historical networks
653		a Informations- och programvisualisering
653		a Information and software visualization
700	1	a Gillmann, Christinau Leipzig University, Germany4 aut
700	1	a Harvey, Francisu Leibniz Institute for Regional Geography, Germany; University of Warsaw, Poland4 aut
700	1	a Mchedlidze, Tamarau Utrecht University, The Netherlands4 aut
700	1	a Fabrikant, Sara Irinau University of Zürich, Switzerland4 aut
700	1	a Windhager, Florianu Danube University Krems, Austria4 aut
700	1	a Scheuermann, Geriku Leipzig University, Germany4 aut
700	1	a Tangherlini, Timothy R.u University of California, Berkeley, USA4 aut
700	1	a Warren, Christopher N.u Carnegie Mellon University, USA4 aut
700	1	a Weingart, Scott B.u University of Edinburgh, UK4 aut
700	1	a Rehbein, Malteu Passau University, Germany4 aut
700	1	a Börner, Katyu Indiana University, Bloomington, USA4 aut
700	1	a Elo, Kimmou University of Turku, Finland4 aut
700	1	a Jänicke, Stefanu University of Southern Denmark, Denmark4 aut
700	1	a Kerren, Andreas,c Dr.-Ing.d 1971-u Linnéuniversitetet,Linköpings universitet,Medie- och Informationsteknik,Tekniska fakulteten,Department of Computer Science and Media Technology, Linnaeus University, Sweden,iVis, INV,Institutionen för datavetenskap och medieteknik (DM),Linköping University, Sweden,ISOVIS;DISA4 aut0 (Swepub:lnu)akemsi
700	1	a Nöllenburg, Martinu TU Wien, Austria4 aut
700	1	a Dwyer, Timu Monash University, Australia4 aut
700	1	a Eide, Øyvindu University of Cologne, Germany4 aut
700	1	a Kobourov, Stephenu University of Arizona, USA4 aut
700	1	a Betz, Gregoru Karlsruhe Institute of Technology, Germany4 aut
710	2	a University of Memphis, USAb Leipzig University, Germany4 org
773	0	t Frontiers in Communicationd : Frontiers Media S.A.g 8q 8x 2297-900X
856	4	u https://doi.org/10.3389/fcomm.2023.1305137y Fulltext
856	4	u https://lnu.diva-portal.org/smash/get/diva2:1827302/FULLTEXT01.pdfx primaryx Raw objecty fulltext:print
856	4 8	u https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-200197
856	4 8	u https://doi.org/10.3389/fcomm.2023.1305137
856	4 8	u https://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-126672

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