How Do People Perceive Bundling? An Experiment

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dc.authoridArchambault, Daniel/0000-0003-4978-8479
dc.authoridAKBULUT, OSMAN/0000-0002-3949-2845;
dc.contributor.authorWallinger, Markus
dc.contributor.authorAkbulut, Osman
dc.contributor.authorRufai, Kabir Ahmed
dc.contributor.authorPurchase, Helen C.
dc.contributor.authorArchambault, Daniel
dc.date.accessioned2025-10-11T20:48:11Z
dc.date.available2025-10-11T20:48:11Z
dc.date.issued2025
dc.departmentDüzce Üniversitesien_US
dc.description2025 Conference on Human Factors in Computing Systems-CHI, APR 26-MAY 01, 2025, Yokohama, JAPANen_US
dc.description.abstractWe present an exploratory study on how people perceive visualizations of spatial social networks generated by edge bundling algorithms. Although these algorithms successfully minimize clutter in node-link diagrams, they do so through various methods that can sometimes create false connections between nodes. We conducted a qualitative experiment involving participants with technical expertise but no prior knowledge of edge bundling algorithms. Participants described their perceptions of both bundled and straight-line visualizations in open-ended tasks. Analysis of their annotations and transcripts revealed a general preference for bundled visualizations. However, when it came to false connections, participants tended to follow them in tightly bundled diagrams while also vocalizing that these drawings were more ambiguous. The routing of bundles influenced the perception of clusters and participants assigned more or fewer nodes to the clusters, depending on the routing of bundles. Participants' unfamiliarity with the dataset led them to use analogies to describe the bundled drawings, potentially adding perceived semantic meaning to the data.en_US
dc.description.sponsorshipACM SIGCHIen_US
dc.identifier.doi10.1145/3706598.3713444
dc.identifier.isbn979-8-4007-1394-1
dc.identifier.scopus2-s2.0-105005717178en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1145/3706598.3713444
dc.identifier.urihttps://hdl.handle.net/20.500.12684/21790
dc.identifier.wosWOS:001496957100361en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherAssoc Computing Machineryen_US
dc.relation.ispartofProceedings of the 2025 Chi Conference on Human Factors in Computing Sytems, Chi 2025en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.snmzKA_WOS_20250911
dc.subjectNetwork Visualizationen_US
dc.subjectEdge Bundlingen_US
dc.subjectQualitative Experimenten_US
dc.subjectEmpirical Studyen_US
dc.titleHow Do People Perceive Bundling? An Experimenten_US
dc.typeConference Objecten_US

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