{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T18:26:52Z","timestamp":1776104812085,"version":"3.50.1"},"reference-count":74,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2022,7,22]],"date-time":"2022-07-22T00:00:00Z","timestamp":1658448000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,7,22]],"date-time":"2022-07-22T00:00:00Z","timestamp":1658448000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100004497","name":"Onderzoeksraad, KU Leuven","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004497","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Comput Supported Coop Work"],"published-print":{"date-parts":[[2022,12]]},"DOI":"10.1007\/s10606-022-09432-9","type":"journal-article","created":{"date-parts":[[2022,7,22]],"date-time":"2022-07-22T18:04:49Z","timestamp":1658513089000},"page":"633-667","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["Designing a Data Visualisation for Interdisciplinary Scientists. How to Transparently Convey Data Frictions?"],"prefix":"10.1007","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4408-6371","authenticated-orcid":false,"given":"Georgia","family":"Panagiotidou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeroen","family":"Poblome","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jan","family":"Aerts","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrew","family":"Vande Moere","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,7,22]]},"reference":[{"key":"9432_CR1","doi-asserted-by":"crossref","unstructured":"Anwar, Afian; Bernhard Klein; Matthias Berger; and Stefan\u00a0Muller Arisona (2015). Value lab Asia: A space for physical and virtual interdisciplinary research and collaboration. In IV\u201915: Proceedings of the 19th International Conference on Information Visualisation. Barcelona, Spain, 22-24 July 2015. Washington DC: IEEE Computer Society, pp. 348\u2013353.","DOI":"10.1109\/iV.2015.67"},{"key":"9432_CR2","doi-asserted-by":"crossref","unstructured":"Baker, Karen\u00a0S.; Steven\u00a0J. Jackson; and Jerome\u00a0R. Wanetick (2005). Strategies Supporting Heterogeneous Data and Interdisciplinary Collaboration: Towards an Ocean Informatics Environment. In HICSS: Proceedings of the IEEE 38th Annual Hawaii International Conference on System Sciences, Big Island, HI, USA, 6 January 2005. Washington DC: IEEE Computer Society, pp. 1\u201310.","DOI":"10.1109\/HICSS.2005.565"},{"key":"9432_CR3","doi-asserted-by":"crossref","unstructured":"Bonde, Morten; Claus Bossen; and Peter Danholt (2019). Data-work and Friction: Investigating the Practices of Repurposing Healthcare Data. Health Informatics Journal, vol.\u00a025, no.\u00a03, pp.\u00a0558\u2013566.","DOI":"10.1177\/1460458219856462"},{"key":"9432_CR4","doi-asserted-by":"crossref","unstructured":"Borgman, Christine\u00a0L.; Jillian\u00a0C. Wallis; and Matthew\u00a0S. Mayernik (2012). Who\u2019s Got the Data? Interdependencies in Science and Technology Collaborations. Computer Supported Cooperative Work (CSCW), vol.\u00a021, no.\u00a06, pp.\u00a0485\u2013523.","DOI":"10.1007\/s10606-012-9169-z"},{"key":"9432_CR5","doi-asserted-by":"crossref","unstructured":"Boukhelifa, Nadia; Marc\u00a0Emmanuel Perrin; Samuel Huron; and James Eagan (2017). How Data Workers Cope with Uncertainty: A Task Characterisation Study. In CHI\u201917: Proceedings of the 2017 ACM Conference on Human Factors in Computing Systems, Denver, CO, USA, 6-11 May 2017. New York: ACM Press, pp. 3645\u20133656.","DOI":"10.1145\/3025453.3025738"},{"issue":"3","key":"9432_CR6","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1177\/160940690600500304","volume":"5","author":"Glenn A Bowen","year":"2006","unstructured":"Bowen, Glenn\u00a0A. (2006). Grounded Theory and Sensitizing Concepts. International Journal of Qualitative Methods, vol.\u00a05, no.\u00a03, pp.\u00a012\u201323.","journal-title":"International Journal of Qualitative Methods"},{"key":"9432_CR7","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/6352.001.0001","volume-title":"Sorting things out: Classification and its Consequences","author":"Geoffrey C Bowker","year":"1999","unstructured":"Bowker, Geoffrey\u00a0C and Susan\u00a0Leigh Star (1999). Sorting things out: Classification and its Consequences. Cambridge: MIT press."},{"key":"9432_CR8","volume-title":"Transforming Qualitative Information: Thematic Analysis and Code Development","author":"Richard E Boyatzis","year":"1998","unstructured":"Boyatzis, Richard\u00a0E. (1998). Transforming Qualitative Information: Thematic Analysis and Code Development. London: SAGE."},{"key":"9432_CR9","doi-asserted-by":"crossref","unstructured":"Boyd Davis, Stephen; Olivia Vane; and Florian Kr\u00e4utli (2021). Can I Believe What I See? Data Visualization and Trust in the Humanities. Interdisciplinary Science Reviews, vol.\u00a046, no.\u00a04, pp.\u00a0522\u2013546.","DOI":"10.1080\/03080188.2021.1872874"},{"key":"9432_CR10","unstructured":"Brandt, Eva; Thomas Binder; and Elizabeth B.-N. Sanders (2013). Tools and techniques: Ways to Engage Telling, Making and Enacting. In Simonsen, Jesper and Toni Robertson, (eds), Routledge International Handbook of Participatory Design. London: Routledge, Taylor & Francis Group, pp. 145\u2013181."},{"key":"9432_CR11","doi-asserted-by":"crossref","unstructured":"Correll, Michael (2019). Ethical Dimensions of Visualization Research. In CHI\u201919: Proceedings of the 2019 ACM Conference on Human Factors in Computing Systems, Glasgow, UK, 4-9 May 2019. New York: ACM Press, pp. 1\u201313.","DOI":"10.1145\/3290605.3300418"},{"key":"9432_CR12","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/11805.001.0001","volume-title":"Data feminism","author":"Catherine D\u2019Ignazio","year":"2020","unstructured":"D\u2019Ignazio, Catherine and Lauren\u00a0F Klein (2020). Data feminism. Cambridge: MIT press."},{"key":"9432_CR13","doi-asserted-by":"crossref","unstructured":"D\u00f6rk, Marian; Patrick Feng; Christopher Collins; and Sheelagh Carpendale (2013). Critical InfoVis: Exploring the Politics of Visualization. In CHI EA\u201913: Proceedings of the 2013 ACM Conference on Human Factors in Computing Systems - Extended Abstracts, Paris, France, 27 April - 2 May 2013. New York: ACM Press, pp. 2189\u20132198.","DOI":"10.1145\/2468356.2468739"},{"key":"9432_CR14","unstructured":"Drucker, Johanna (2011). Humanities Approaches to Graphical Display. DHQ: Digital Humanities Quarterly, vol.\u00a05, no.\u00a01, pp.\u00a01."},{"key":"9432_CR15","doi-asserted-by":"publisher","DOI":"10.1002\/9781118680605.ch17","volume-title":"Graphical Approaches to the Digital Humanities","author":"Johanna Drucker","year":"2015","unstructured":"Drucker, Johanna (2015). Graphical Approaches to the Digital Humanities. In A New Companion to Digital Humanities. John Wiley & Sons, Ltd."},{"issue":"2","key":"9432_CR16","doi-asserted-by":"publisher","first-page":"248","DOI":"10.1093\/llc\/fqx034","volume":"33","author":"Johanna Drucker","year":"2018","unstructured":"Drucker, Johanna (2018). Non-representational Approaches to Modeling Interpretation in a Graphical Environment. Digital Scholarship in the Humanities, vol.\u00a033, no.\u00a02, pp.\u00a0248\u2013263.","journal-title":"Digital Scholarship in the Humanities"},{"key":"9432_CR17","volume-title":"A Vast Machine: Computer Models, Climate Data, and the Politics of Global Warming","author":"Paul N Edwards","year":"2010","unstructured":"Edwards, Paul\u00a0N. (2010). A Vast Machine: Computer Models, Climate Data, and the Politics of Global Warming. Cambridge: MIT press."},{"key":"9432_CR18","doi-asserted-by":"crossref","unstructured":"Edwards, Paul\u00a0N.; Matthew\u00a0S. Mayernik; Archer\u00a0L. Batcheller; Geoffrey\u00a0C. Bowker; and Christine\u00a0L. Borgman (2011). Science Friction: Data, Metadata, and Collaboration. Social Studies of Science, vol.\u00a041, no.\u00a05, pp.\u00a0667\u2013690.","DOI":"10.1177\/0306312711413314"},{"issue":"3\u20134","key":"9432_CR19","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1007\/s10606-010-9117-8","volume":"19","author":"Ixchel M Faniel","year":"2010","unstructured":"Faniel, Ixchel\u00a0M. and Trond\u00a0E. Jacobsen (2010). Reusing Scientific Data: How earthquake Engineering Researchers Assess the Reusability of Colleagues\u2019 Data. Computer Supported Cooperative Work (CSCW), vol.\u00a019, no.\u00a03-4, pp.\u00a0355\u2013375.","journal-title":"Computer Supported Cooperative Work (CSCW)"},{"key":"9432_CR20","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/9302.001.0001","volume-title":"Raw Data is an Oxymoron","author":"Lisa Gitelman","year":"2013","unstructured":"Gitelman, Lisa (2013). Raw Data is an Oxymoron. Cambridge: MIT press."},{"key":"9432_CR21","doi-asserted-by":"crossref","unstructured":"Gomez, Steven\u00a0R.; Radu Jianu; Caroline Ziemkiewicz; Hua Guo; and David Laidlaw (2012). Different Strokes for Different Folks: Visual Presentation Design Between Disciplines. IEEE Transactions on Visualization and Computer Graphics, vol.\u00a018, no.\u00a012, pp.\u00a02411\u20132420.","DOI":"10.1109\/TVCG.2012.214"},{"key":"9432_CR22","first-page":"310","volume-title":"The Playful Citizen","author":"Eric Gordon","year":"2019","unstructured":"Gordon, Eric and Stephen Walter (2019). Meaningful inefficiencies: Resisting the logic of technological efficiency in the design of civic systems. In The Playful Citizen. Amsterdam: Amsterdam University Press, pp. 310\u2013334."},{"key":"9432_CR23","doi-asserted-by":"crossref","unstructured":"Gortana, Flavio; Franziska von Tenspolde; Daniela Guhlmann; and Marian D\u00f6rk (2018). Off the Grid: Visualizing a Numismatic Collection as Dynamic Piles and Streams. Open Library of Humanities, vol.\u00a04, no.\u00a02, pp.\u00a01\u201325.","DOI":"10.16995\/olh.280"},{"key":"9432_CR24","doi-asserted-by":"crossref","unstructured":"Hall, Kyle\u00a0Wm.; Adam\u00a0J. Bradley; Uta Hinrichs; Samuel Huron; Jo\u00a0Wood; Christopher Collins; and Sheelagh Carpendale (2019). Design by Immersion: A Transdisciplinary Approach to Problem-Driven Visualizations. IEEE Transactions on Visualization and Computer Graphics, vol.\u00a026, no.\u00a01, pp.\u00a0109\u2013118.","DOI":"10.1109\/TVCG.2019.2934790"},{"key":"9432_CR25","unstructured":"Hey, Tony; Stewart Tansley; and Kristin Tolle (2009). The Fourth Paradigm: Data-Intensive Scientific Discovery. Microsoft Research."},{"key":"9432_CR26","doi-asserted-by":"crossref","unstructured":"Hinrichs, Uta; Stefania Forlini; and Bridget Moynihan (2019). In Defense of Sandcastles: Research Thinking Through Visualization in Digital Humanities. Digital Scholarship in the Humanities, vol.\u00a034, no.\u00a0October 2018, pp.\u00a0I80\u2013I99.","DOI":"10.1093\/llc\/fqy051"},{"issue":"1","key":"9432_CR27","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1109\/TVCG.2019.2934287","volume":"26","author":"Jessica Hullman","year":"2020","unstructured":"Hullman, Jessica (2020). Why Authors Don\u2019t Visualize Uncertainty. IEEE Transactions on Visualization and Computer Graphics, vol.\u00a026, no.\u00a01, pp.\u00a0130\u2013139.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"12","key":"9432_CR28","doi-asserted-by":"publisher","first-page":"2231","DOI":"10.1109\/TVCG.2011.255","volume":"17","author":"Jessica Hullman","year":"2011","unstructured":"Hullman, Jessica and Nicholas Diakopoulos (2011). Visualization rhetoric: Framing Effects in Narrative Visualization. IEEE Transactions on Visualization and Computer Graphics, vol.\u00a017, no.\u00a012, pp.\u00a02231\u20132240.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"9432_CR29","doi-asserted-by":"crossref","unstructured":"Hullman, Jessica; Paul Resnick; and Eytan Adar (2015). Hypothetical Outcome Plots Outperform Error Bars and Violin Plots for Inferences about Reliability of Variable Ordering. PLoS ONE, vol.\u00a010, no.\u00a011, pp.\u00a01\u201325.","DOI":"10.1371\/journal.pone.0142444"},{"key":"9432_CR30","doi-asserted-by":"crossref","unstructured":"Jirotka, Marina; Charlotte\u00a0P. Lee; and Gary\u00a0M. Olson (2013). Supporting Scientific Collaboration: Methods, Tools and Concepts. Computer Supported Cooperative Work (CSCW), vol.\u00a022, no.\u00a04-6, pp.\u00a0667\u2013715.","DOI":"10.1007\/s10606-012-9184-0"},{"key":"9432_CR31","doi-asserted-by":"crossref","unstructured":"Jirotka, Marina; Rob Procter; Mark Hartswood; Roger Slack; Andrew Simpson; Catelijne Coopmans; Chris Hinds; and Alex Voss (2005). Collaboration and Trust in Healthcare Innovation: The eDiaMoND Case Study. Computer Supported Cooperative Work (CSCW), vol.\u00a014, no.\u00a04, pp.\u00a0369\u2013398.","DOI":"10.1007\/s10606-005-9001-0"},{"key":"9432_CR32","doi-asserted-by":"crossref","unstructured":"Kale, Alex; Matthew Kay; and Jessica Hullman (2019). Decision-Making Under Uncertainty in Research Synthesis. In CHI\u201919: Proceedings of the 2019 ACM Conference on Human Factors in Computing Systems, Glasgow, UK, 4-9 May 2019. New York: ACM Press, pp. 1\u201314.","DOI":"10.1145\/3290605.3300432"},{"key":"9432_CR33","doi-asserted-by":"crossref","unstructured":"Karasti, Helena; Karen\u00a0S. Baker; and Eija Halkola (2006). Enriching the Notion of Data Curation in e-Science: Data Managing and Information Infrastructuring in the Long Term Ecological Research (LTER) network. Computer Supported Cooperative Work (CSCW), vol.\u00a015, no.\u00a04, pp.\u00a0321\u2013358.","DOI":"10.1007\/s10606-006-9023-2"},{"key":"9432_CR34","doi-asserted-by":"crossref","unstructured":"Kay, Matthew; Tara Kola; Jessica\u00a0R. Hullman; and Sean\u00a0A. Munson (2016). When (ish) is My Bus? User-centered Visualizations of Uncertainty in Everyday, Mobile Predictive Systems. In CHI\u201916: Proceedings of the 2016 ACM Conference on Human Factors in Computing Systems, San Jose, CA, USA, 7 - 12 May 2016. New York: ACM Press, pp. 5092\u20135103.","DOI":"10.1145\/2858036.2858558"},{"key":"9432_CR35","doi-asserted-by":"crossref","unstructured":"Kennedy, Helen; Rosemary\u00a0Lucy Hill; Giorgia Aiello; and William Allen (2016). The work that visualisation conventions do. Information Communication and Society, vol.\u00a019, no.\u00a06, pp.\u00a0715\u2013735.","DOI":"10.1080\/1369118X.2016.1153126"},{"key":"9432_CR36","doi-asserted-by":"crossref","unstructured":"Kerzner, Ethan; Sarah Goodwin; Jason Dykes; Sara Jones; and Miriah Meyer (2018). A Framework for Creative Visualization-Opportunities Workshops. IEEE Transactions on Visualization and Computer Graphics, vol.\u00a025, no.\u00a01, pp.\u00a0748\u2013758.","DOI":"10.1109\/TVCG.2018.2865241"},{"key":"9432_CR37","doi-asserted-by":"publisher","DOI":"10.51952\/9781529215649","volume-title":"Data Lives: How Data Are Made and Shape Our World","author":"Rob Kitchin","year":"2021","unstructured":"Kitchin, Rob. (2021). Data Lives: How Data Are Made and Shape Our World. Bristol: Bristol University Press."},{"key":"9432_CR38","doi-asserted-by":"crossref","unstructured":"Kong, Ha-Kyung; Zhicheng Liu; and Karrie Karahalios (2019). Trust and Recall of Information across Varying Degrees of Title Visualization Misalignment. In CHI\u201919: Proceedings of the 2019 ACM Conference on Human Factors in Computing Systems, Glasgow, UK, 4-9 May 2019. New York: ACM Press, pp. 1\u201313.","DOI":"10.1145\/3290605.3300576"},{"issue":"1","key":"9432_CR39","doi-asserted-by":"publisher","first-page":"12","DOI":"10.7146\/aahcc.v1i1.21198","volume":"1","author":"Matthias Korn","year":"2015","unstructured":"Korn, Matthias and Amy Voida (2015). Creating Friction: Infrastructuring Civic Engagement in Everyday Life. Aarhus Series on Human Centered Computing, vol.\u00a01, no.\u00a01, pp.\u00a012.","journal-title":"Aarhus Series on Human Centered Computing"},{"key":"9432_CR40","unstructured":"League of European Research Universities (2016). Interdisciplinarity and the 21st century research-intensive university. Technical Report November 2016."},{"issue":"7569","key":"9432_CR41","doi-asserted-by":"publisher","first-page":"308","DOI":"10.1038\/525308a","volume":"525","author":"Heidi Ledford","year":"2015","unstructured":"Ledford, Heidi (2015). How to Solve the World\u2019s Biggest Problems. Nature, vol.\u00a0525, no.\u00a07569, pp.\u00a0308\u2013311.","journal-title":"Nature"},{"key":"9432_CR42","doi-asserted-by":"crossref","unstructured":"Lee, Crystal; Tanya Yang; Gabrielle Inchoco; Graham\u00a0M. Jones; and Arvind Satyanarayan (2021). Viral Visualizations: How Coronavirus Skeptics Use Orthodox Data Practices to Promote Unorthodox Science Online, Virtual, 8-13 May 2021. In CHI\u201921: Proceedings of the ACM Conference on Human Factors in Computing Systems. New York: ACM Press, pp. 1\u201318.","DOI":"10.1145\/3411764.3445211"},{"key":"9432_CR43","doi-asserted-by":"crossref","unstructured":"Liu, Jiali; Nadia Boukhelifa; and James\u00a0R Eagan (2020a). Understanding the Role of Alternatives in Data Analysis Practices. IEEE Transactions on Visualization and Computer Graphics, vol.\u00a026, no.\u00a01, pp.\u00a066\u201376.","DOI":"10.1109\/TVCG.2019.2934593"},{"key":"9432_CR44","doi-asserted-by":"crossref","unstructured":"Liu, Yang; Tim Althoff; and Jeffrey Heer (2020b). Paths Explored, Paths Omitted, Paths Obscured: Decision Points & Selective Reporting in End-to-End Data Analysis. In CHI\u201920: Proceedings of the 2020 ACM Conference on Human Factors in Computing Systems, Virtual, 25-30 April 2020. New York: ACM Press, pp. 1\u201314.","DOI":"10.1145\/3313831.3376533"},{"issue":"6","key":"9432_CR45","doi-asserted-by":"publisher","first-page":"999","DOI":"10.1109\/TVCG.2010.177","volume":"16","author":"Zhicheng Liu","year":"2010","unstructured":"Liu, Zhicheng and John\u00a0T Stasko (2010). Mental models, visual reasoning and interaction in information visualization: A top-down perspective. IEEE Transactions on Visualization and Computer Graphics, vol.\u00a016, no.\u00a06, pp.\u00a0999\u20131008.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"9432_CR46","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/11543.001.0001","volume-title":"All Data are Local: Thinking Critically in a Data-Driven Society","author":"Yannis Loukissas","year":"2019","unstructured":"Loukissas, Yannis (2019). All Data are Local: Thinking Critically in a Data-Driven Society. Cambridge: MIT press."},{"issue":"1","key":"9432_CR47","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1080\/1472586X.2011.548488","volume":"26","author":"Lev Manovich","year":"2011","unstructured":"Manovich, Lev (2011). What is Visualisation? Visual Studies, vol.\u00a026, no.\u00a01, pp.\u00a036\u201349.","journal-title":"Visual Studies"},{"key":"9432_CR48","doi-asserted-by":"crossref","unstructured":"Mao, Yaoli; Dakuo Wang; Michael Muller; Kush\u00a0R. Varshney; Ioana Baldini; Casey Dugan; and Aleksandra Mojsilovic (2019). How Data Scientists Work Together with Domain Experts in Scientific Collaborations: To Find the Right Answer or to Ask the Right Question? Proceedings of the ACM on Human-Computer Interaction, vol.\u00a03, no.\u00a0GROUP, pp.\u00a01\u201323.","DOI":"10.1145\/3361118"},{"issue":"1","key":"9432_CR49","doi-asserted-by":"publisher","first-page":"913","DOI":"10.1109\/TVCG.2017.2744459","volume":"24","author":"G. Elisabeta Marai","year":"2018","unstructured":"Marai, G.\u00a0Elisabeta (2018). Activity-Centered Domain Characterization for Problem-Driven Scientific Visualization. IEEE Transactions on Visualization and Computer Graphics, vol.\u00a024, no.\u00a01, pp.\u00a0913\u2013922.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"5","key":"9432_CR50","doi-asserted-by":"publisher","first-page":"755","DOI":"10.1086\/699695","volume":"85","author":"James W McAllister","year":"2018","unstructured":"McAllister, James\u00a0W. (2018). Scientists\u2019 Reuse of Old Empirical Data: Epistemological Aspects. Philosophy of Science, vol.\u00a085, no.\u00a05, pp.\u00a0755\u2013766.","journal-title":"Philosophy of Science"},{"key":"9432_CR51","doi-asserted-by":"crossref","unstructured":"McCurdy, Nina; Julie Gerdes; and Miriah Meyer (2019). A Framework for Externalizing Implicit Error Using Visualization. IEEE Transactions on Visualization and Computer Graphics, vol.\u00a025, no.\u00a01, pp.\u00a0925\u2013935.","DOI":"10.1109\/TVCG.2018.2864913"},{"key":"9432_CR52","doi-asserted-by":"crossref","unstructured":"McNutt, Andrew; Gordon Kindlmann; and Michael Correll (2020). Surfacing Visualization Mirages. In CHI\u201920: Proceedings of the 2020 ACM Conference on Human Factors in Computing Systems, Virtual, 25-30 April 2020. New York: ACM Press, pp. 1\u201316.","DOI":"10.1145\/3313831.3376420"},{"issue":"1","key":"9432_CR53","first-page":"87","volume":"26","author":"Miriah Meyer","year":"2019","unstructured":"Meyer, Miriah and Jason Dykes (2019). Criteria for Rigor in Visualization Design Study. IEEE Transactions on Visualization and Computer Graphics, vol.\u00a026, no.\u00a01, pp.\u00a087\u201397.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"9432_CR54","doi-asserted-by":"crossref","unstructured":"Oleksik, Gerard; N\u00a0Milic-Frayling; and Rachel Jones (2012). Beyond Data Sharing: Artifact Ecology of a Collaborative Nanophotonics Research Centre. In CSCW\u201912: Proceedings of the 2012 ACM conference on Computer Supported Cooperative Work, Seattle, Washington, USA, 11 - 15 February 2012. New York: ACM Press, pp. 1165\u20131174.","DOI":"10.1145\/2145204.2145376"},{"key":"9432_CR55","doi-asserted-by":"crossref","unstructured":"Padilla, Lace; Matthew Kay; and Jessica Hullman (2020). Uncertainty visualization.","DOI":"10.31234\/osf.io\/ebd6r"},{"key":"9432_CR56","doi-asserted-by":"crossref","unstructured":"Padilla, Lace; Maia Powell; Matthew Kay; and Jessica Hullman (2021). Uncertain About Uncertainty: How Qualitative Expressions of Forecaster Confidence Impact Decision-Making With Uncertainty Visualizations. Frontiers in Psychology, vol.\u00a011, no.\u00a0January,.","DOI":"10.3389\/fpsyg.2020.579267"},{"key":"9432_CR57","doi-asserted-by":"crossref","unstructured":"Paine, Drew and Charlotte\u00a0P. Lee (2017). \u201cWho Has Plots?\u201d: Contextualizing Scientific Software, Practice, and Visualizations. Proceedings of the ACM on Human-Computer Interaction, vol.\u00a01, no.\u00a0CSCW, pp.\u00a01\u201321.","DOI":"10.1145\/3134720"},{"key":"9432_CR58","unstructured":"Panagiotidou, Georgia; Jan Aerts; and Andrew Vande Moere (2020). GoCo: A Gamified Activity for Winnowing Visualization Projects with Interdisciplinary Experts. In VisActivities: IEEE VIS Workshop on Data Vis Activities to Facilitate Learning, Reflecting, Discussing, and Designing, Virtual, 25 October 2020."},{"key":"9432_CR59","unstructured":"Panagiotidou, Georgia and Andrew Vande Moere (2018). Retaining Potentially Meaningful Spatial Structural Aspects Across Discipline Specific Concept Maps. In VIS4DH: Proceedings of the 3rd Workshop on Visualization for the Digital Humanities. Part of IEEE VIS 2018. Berlin, Germany, 21 October 2018."},{"key":"9432_CR60","doi-asserted-by":"crossref","unstructured":"Passi, Samir and Steven\u00a0J. Jackson (2017). Data Vision: Learning to See Through Algorithmic Abstraction. In CSCW\u201917: Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, Portland, OR, USA, 25 February - 1 March 2017. New York: ACM Press, pp. 2436\u20132447.","DOI":"10.1145\/2998181.2998331"},{"key":"9432_CR61","doi-asserted-by":"crossref","unstructured":"Passi, Samir and Steven\u00a0J. Jackson (2018). Trust in Data Science: Collaboration, Translation, and Accountability in Corporate Data Science Projects. Proceedings of the ACM on Human-Computer Interaction, vol.\u00a02, no.\u00a0CSCW, pp.\u00a01\u201328.","DOI":"10.1145\/3274405"},{"issue":"2","key":"9432_CR62","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1145\/3301653","volume":"26","author":"Delanie Ricketts","year":"2019","unstructured":"Ricketts, Delanie and Dan Lockton (2019). Mental Landscapes: Externalizing Mental Models through Metaphors. Interactions, vol.\u00a026, no.\u00a02, pp.\u00a086\u201390.","journal-title":"Interactions"},{"key":"9432_CR63","unstructured":"Rittenbruch, Markus; Kellie Vella; Margot Brereton; James Hogan; Daniel Johnson; Julian Heinrich; and Sean O\u2019Donoghue (2021). Collaborative Sense-making in Genomic Research: The Role of Visualisation. IEEE Transactions on Visualization and Computer Graphics, vol.\u00a0 pp.\u00a01."},{"key":"9432_CR64","doi-asserted-by":"crossref","unstructured":"Sacha, Dominik; Hansi Senaratne; Bum\u00a0Chul Kwon; Geoffrey Ellis; and Daniel\u00a0A. Keim (2016). The Role of Uncertainty, Awareness, and Trust in Visual Analytics. IEEE Transactions on Visualization and Computer Graphics, vol.\u00a022, no.\u00a01, pp.\u00a0240\u2013249.","DOI":"10.1109\/TVCG.2015.2467591"},{"key":"9432_CR65","doi-asserted-by":"crossref","unstructured":"Sedlmair, Michael; Miriah Meyer; and Tamara Munzner (2012). Design Study Methodology: Reflections from the Trenches and the Stacks. IEEE Transactions on Visualization and Computer Graphics, vol.\u00a018, no.\u00a012, pp.\u00a02431\u20132440.","DOI":"10.1109\/TVCG.2012.213"},{"key":"9432_CR66","unstructured":"Thomas, James\u00a0J. and Kristin\u00a0A. Cook (2005). Illuminating the Path: The Research and Development Agenda for Visual Analytics. IEEE Computer Society, vol.\u00a0 pp.\u00a0184."},{"key":"9432_CR67","doi-asserted-by":"crossref","unstructured":"Van Der Bles, Anne\u00a0Marthe; Sander Van Der Linden; Alexandra\u00a0L.J. Freeman; James Mitchell; Ana\u00a0B. Galvao; Lisa Zaval; and David\u00a0J. Spiegelhalter (2019). Communicating Uncertainty about Facts, Numbers and Science. Royal Society Open Science, vol.\u00a06, no.\u00a05,.","DOI":"10.1098\/rsos.181870"},{"key":"9432_CR68","doi-asserted-by":"crossref","unstructured":"Van\u00a0House, Nancy\u00a0A.; Mark\u00a0H. Butler; and Lisa\u00a0R. Schiff (1998). Cooperative Knowledge Work and Practices of Trust: Sharing Environmental Planning Data Sets. In CSCW\u201998: Proceedings of the 1998 Conference on Computer Supported Cooperative Work, Seattle, Washington, USA, 14 - 18 November 1998. New York: ACM Press, pp. 335\u2013343.","DOI":"10.1145\/289444.289508"},{"key":"9432_CR69","doi-asserted-by":"crossref","unstructured":"Walker, Rick; Aiden Slingsby; Jason Dykes; Kai Xu; Jo\u00a0Wood; Phong\u00a0H. Nguyen; Derek Stephens; B.\u00a0L.William Wong; and Yongjun Zheng (2013). An Extensible Framework for Provenance in Human Terrain Visual Analytics. IEEE Transactions on Visualization and Computer Graphics, vol.\u00a019, no.\u00a012, pp.\u00a02139\u20132148.","DOI":"10.1109\/TVCG.2013.132"},{"key":"9432_CR70","doi-asserted-by":"crossref","unstructured":"Wiggins, Andrea; Alyson Young; and Melissa\u00a0A. Kenney (2018). Exploring visual representations to support data re-use for interdisciplinary science. Proceedings of the Association for Information Science and Technology, vol.\u00a055, no.\u00a01, pp.\u00a0554\u2013563.","DOI":"10.1002\/pra2.2018.14505501060"},{"key":"9432_CR71","doi-asserted-by":"crossref","unstructured":"Young, Alyson\u00a0L. and Wayne\u00a0G. Lutters (2015). (Re)defining Land Change Science through Synthetic Research Practices. In CSCW\u201915: Proceedings of the 2015 ACM Conference on Computer Supported Cooperative Work, Vancouver, BC, Canada, 14 - 18 March 2015. New York: ACM Press, pp. 431\u2013442.","DOI":"10.1145\/2675133.2675183"},{"issue":"1\u20132","key":"9432_CR72","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1007\/s10606-017-9267-z","volume":"26","author":"Alyson L Young","year":"2017","unstructured":"Young, Alyson\u00a0L. and Wayne\u00a0G. Lutters (2017). Infrastructuring for Cross-Disciplinary Synthetic Science: Meta-Study Research in Land System Science. Computer Supported Cooperative Work (CSCW), vol.\u00a026, no.\u00a01-2, pp.\u00a0165\u2013203.","journal-title":"Computer Supported Cooperative Work (CSCW)"},{"key":"9432_CR73","doi-asserted-by":"crossref","unstructured":"Zhang, Amy\u00a0X.; Michael Muller; and Dakuo Wang (2020). How do Data Science Workers Collaborate? Roles, Workflows, and Tools. Proceedings of the ACM on Human-Computer Interaction, vol.\u00a04, no.\u00a0CSCW, pp.\u00a01\u201323.","DOI":"10.1145\/3392826"},{"key":"9432_CR74","doi-asserted-by":"crossref","unstructured":"Zuk, Torre and Sheelagh Carpendale (2007). Visualization of Uncertainty and Reasoning. In Butz, Andreas; Brian Fisher; Antonio Kr\u00fcger; Patrick Olivier; and Shigeru Owada, (eds), Smart Graphics. SG 2007. Lecture Notes in Computer Science. Berlin, Heidelberg: Springer, pp. 164\u2013177.","DOI":"10.1007\/978-3-540-73214-3_15"}],"container-title":["Computer Supported Cooperative Work (CSCW)"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10606-022-09432-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10606-022-09432-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10606-022-09432-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,29]],"date-time":"2024-09-29T18:34:42Z","timestamp":1727634882000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10606-022-09432-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,22]]},"references-count":74,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2022,12]]}},"alternative-id":["9432"],"URL":"https:\/\/doi.org\/10.1007\/s10606-022-09432-9","relation":{},"ISSN":["0925-9724","1573-7551"],"issn-type":[{"value":"0925-9724","type":"print"},{"value":"1573-7551","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,7,22]]},"assertion":[{"value":"13 April 2022","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 July 2022","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}