{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T12:48:16Z","timestamp":1776084496346,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":76,"publisher":"ACM","license":[{"start":{"date-parts":[[2025,4,25]],"date-time":"2025-04-25T00:00:00Z","timestamp":1745539200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,4,26]]},"DOI":"10.1145\/3706598.3713487","type":"proceedings-article","created":{"date-parts":[[2025,4,24]],"date-time":"2025-04-24T04:40:09Z","timestamp":1745469609000},"page":"1-18","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["Lost in Magnitudes: Exploring Visualization Designs for Large Value Ranges"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-7069-9339","authenticated-orcid":false,"given":"Katerina","family":"Batziakoudi","sequence":"first","affiliation":[{"name":"Berger-Levrault & Universit\u00e9 Paris-Saclay, CNRS, Inria, Orsay, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9326-9441","authenticated-orcid":false,"given":"Florent","family":"Cabric","sequence":"additional","affiliation":[{"name":"Universit\u00e9 Paris-Saclay, CNRS, Inria, Orsay, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2826-2489","authenticated-orcid":false,"given":"St\u00e9phanie","family":"Rey","sequence":"additional","affiliation":[{"name":"Berger-Levrault, Toulouse, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3770-8726","authenticated-orcid":false,"given":"Jean-Daniel","family":"Fekete","sequence":"additional","affiliation":[{"name":"Universit\u00e9 Paris-Saclay, CNRS, Inria, Orsay, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,4,25]]},"reference":[{"key":"e_1_3_3_3_2_2","doi-asserted-by":"publisher","unstructured":"Daniel Algom and Daniel Fitousi. 2016. Half a century of research on Garner interference and the separability-integrality distinction. Psychol. Bull. 142 12 (Dec. 2016) 1352\u20131383. 10.1037\/bul0000072","DOI":"10.1037\/bul0000072"},{"key":"e_1_3_3_3_3_2","doi-asserted-by":"publisher","DOI":"10.1037\/0000165-000"},{"key":"e_1_3_3_3_4_2","doi-asserted-by":"publisher","unstructured":"Michael Behrisch Michael Blumenschein Nam\u00a0Wook Kim Lin Shao Mennatallah El-Assady Johannes Fuchs Daniel Seebacher Alexandra Diehl Ulrik Brandes Hanspeter Pfister Tobias Schreck Daniel Weiskopf and Daniel\u00a0A. Keim. 2018. Quality Metrics for Information Visualization. Comput. Graph. Forum 37 3 (June 2018) 625\u2013662. 10.1111\/CGF.13446","DOI":"10.1111\/CGF.13446"},{"key":"e_1_3_3_3_5_2","doi-asserted-by":"publisher","DOI":"10.5555\/1095597"},{"key":"e_1_3_3_3_6_2","doi-asserted-by":"publisher","DOI":"10.1145\/2598510.2598533"},{"key":"e_1_3_3_3_7_2","doi-asserted-by":"publisher","unstructured":"Rita Borgo Joel Dearden and Mark\u00a0W. Jones. 2014. Order of Magnitude Markers: An Empirical Study on Large Magnitude Number Detection. IEEE Trans. Vis. Comput. Graph. 20 12 (Dec. 2014) 2261\u20132270. 10.1109\/TVCG.2014.2346428","DOI":"10.1109\/TVCG.2014.2346428"},{"key":"e_1_3_3_3_8_2","doi-asserted-by":"publisher","DOI":"10.2312\/CONF\/EG2013\/STARS\/039-063"},{"key":"e_1_3_3_3_9_2","doi-asserted-by":"publisher","unstructured":"Rita Borgo Luana Micallef Benjamin Bach Fintan McGee and Bongshin Lee. 2018. Information Visualization Evaluation Using Crowdsourcing. Comput. Graph. Forum 37 3 (June 2018) 573\u2013595. 10.1111\/CGF.13444","DOI":"10.1111\/CGF.13444"},{"key":"e_1_3_3_3_10_2","doi-asserted-by":"publisher","unstructured":"Michael Bostock Vadim Ogievetsky and Jeffrey Heer. 2011. D3 Data-Driven Documents. IEEE Trans. Vis. Comput. Graph. 17 12 (2011) 2301\u20132309. 10.1109\/TVCG.2011.185","DOI":"10.1109\/TVCG.2011.185"},{"key":"e_1_3_3_3_11_2","doi-asserted-by":"publisher","unstructured":"Daniel Braun Rita Borgo Max Sondag and Tatiana von Landesberger. 2024. Reclaiming the Horizon: Novel Visualization Designs for Time-Series Data with Large Value Ranges. IEEE Trans. Vis. Comput. Graph. 30 1 (2024) 1161\u20131171. 10.1109\/TVCG.2023.3326576","DOI":"10.1109\/TVCG.2023.3326576"},{"key":"e_1_3_3_3_12_2","doi-asserted-by":"publisher","DOI":"10.1109\/VIS54862.2022.00034"},{"key":"e_1_3_3_3_13_2","volume-title":"Thematic Analysis: A Practical Guide","author":"Braun Virginia","year":"2021","unstructured":"Virginia Braun and Victoria Clarke. 2021. Thematic Analysis: A Practical Guide. SAGE, London."},{"key":"e_1_3_3_3_14_2","doi-asserted-by":"publisher","unstructured":"Matthew Brehmer Bongshin Lee Benjamin Bach Nathalie\u00a0Henry Riche and Tamara Munzner. 2017. Timelines Revisited: A Design Space and Considerations for Expressive Storytelling. IEEE Trans. Vis. Comput. Graph. 23 9 (2017) 2151\u20132164. 10.1109\/TVCG.2016.2614803","DOI":"10.1109\/TVCG.2016.2614803"},{"key":"e_1_3_3_3_15_2","doi-asserted-by":"publisher","unstructured":"Antoine B\u00e9land Florent Daudens and Thomas Hurtut. 2023. Waffster: Hierarchical Waffle Charts for Budget Visualization. Information Visualization 22 4 (Oct. 2023) 279\u2013290. 10.1177\/14738716231173730","DOI":"10.1177\/14738716231173730"},{"key":"e_1_3_3_3_16_2","doi-asserted-by":"publisher","unstructured":"Tara\u00a0C. Callaghan. 1984. Dimensional interaction of hue and brightness in preattentive field segregation. Percept. & Psychophys. 36 1 (Jan. 1984) 25\u201334. 10.3758\/BF03206351","DOI":"10.3758\/BF03206351"},{"key":"e_1_3_3_3_17_2","doi-asserted-by":"publisher","unstructured":"Gary Charness Uri Gneezy and Michael\u00a0A. Kuhn. 2012. Experimental Methods: Between-Subject and Within-Subject Design. J. Econ. Behav. Organ. 81 1 (Jan. 2012) 1\u20138. 10.1016\/j.jebo.2011.08.009","DOI":"10.1016\/j.jebo.2011.08.009"},{"key":"e_1_3_3_3_18_2","doi-asserted-by":"publisher","unstructured":"Lorenzo Ciccione Mathias Sabl\u00e9-Meyer and Stanislas Dehaene. 2022. Analyzing the Misperception of Exponential Growth in Graphs. Cogn. 225 (Aug. 2022) 105112:1\u2013105112:11. 10.1016\/j.cognition.2022.105112","DOI":"10.1016\/j.cognition.2022.105112"},{"key":"e_1_3_3_3_19_2","doi-asserted-by":"publisher","unstructured":"William\u00a0S. Cleveland and Robert McGill. 1984. Graphical Perception: Theory Experimentation and Application to the Development of Graphical Methods. J. Am. Stat. Assoc. 79 387 (1984) 531\u2013554. 10.1080\/01621459.1984.10478080","DOI":"10.1080\/01621459.1984.10478080"},{"key":"e_1_3_3_3_20_2","doi-asserted-by":"publisher","unstructured":"Cristina Conati Giuseppe. Carenini Enamul Hoque Ben Steichen and Dereck Toker. 2014. Evaluating the Impact of User Characteristics and Different Layouts on an Interactive Visualization for Decision Making. Comput. Graph. Forum 33 3 (June 2014) 371\u2013380. 10.1111\/cgf.12393","DOI":"10.1111\/cgf.12393"},{"key":"e_1_3_3_3_21_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-26633-6_13"},{"key":"e_1_3_3_3_22_2","doi-asserted-by":"publisher","unstructured":"Ben\u00a0H. Engler Florian Hutzler and Stefan Hawelka. 2024. An extended logarithmic visualization improves forecasting accuracy for exponentially growing numbers but residual difficulties remain. International Journal of Forecasting (2024) to appear. 10.1016\/j.ijforecast.2024.09.006","DOI":"10.1016\/j.ijforecast.2024.09.006"},{"key":"e_1_3_3_3_23_2","doi-asserted-by":"publisher","unstructured":"Franz Faul Edgar Erdfelder Axel Buchner and Albert-Georg Lang. 2009. Statistical Power Analyses Using G*Power 3.1: Tests for Correlation and Regression Analyses. Behav. Res. Methods 41 4 (Nov. 2009) 1149\u20131160. 10.3758\/BRM.41.4.1149","DOI":"10.3758\/BRM.41.4.1149"},{"key":"e_1_3_3_3_24_2","doi-asserted-by":"publisher","unstructured":"Tzvi Ganel and Melvyn\u00a0A. Goodale. 2003. Visual Control of Action but not Perception Requires Analytical Processing of Object Shape. Nature 426 6967 (Dec. 2003) 664\u2013667. 10.1038\/nature02156","DOI":"10.1038\/nature02156"},{"key":"e_1_3_3_3_25_2","doi-asserted-by":"publisher","unstructured":"Wendell\u00a0R. Garner. 1976. Interaction of Stimulus Dimensions in Concept and Choice Processes. Cogn. Neuropsychol. 8 1 (Jan. 1976) 98\u2013123. 10.1016\/0010-0285(76)90006-2","DOI":"10.1016\/0010-0285(76)90006-2"},{"key":"e_1_3_3_3_26_2","doi-asserted-by":"publisher","unstructured":"David Goldberg. 1991. What Every Computer Scientist Should Know About Floating-Point Arithmetic. ACM Comput. Surv. 23 1 (March 1991) 5\u201348. 10.1145\/103162.103163","DOI":"10.1145\/103162.103163"},{"key":"e_1_3_3_3_27_2","doi-asserted-by":"publisher","unstructured":"Richard\u00a0L. Gottwald and Wendell\u00a0R. Garner. 1975. Filtering and condensation tasks with integral and separable dimensions. Percept. Psychophys. 18 1 (Jan. 1975) 26\u201328. 10.3758\/BF03199362","DOI":"10.3758\/BF03199362"},{"key":"e_1_3_3_3_28_2","doi-asserted-by":"publisher","unstructured":"Christopher\u00a0G. Healey and James\u00a0T. Enns. 2012. Attention and Visual Memory in Visualization and Computer Graphics. IEEE Trans. Vis. Comput. Graph. 18 7 (July 2012) 1170\u20131188. 10.1109\/TVCG.2011.127","DOI":"10.1109\/TVCG.2011.127"},{"key":"e_1_3_3_3_29_2","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753357"},{"key":"e_1_3_3_3_30_2","doi-asserted-by":"publisher","unstructured":"Marcel Hlawatsch Filip Sadlo Michael Burch and Daniel Weiskopf. 2013. Scale-Stack Bar Charts. Comput. Graph. Forum 32 3pt2 (June 2013) 181\u2013190. 10.1111\/cgf.12105","DOI":"10.1111\/cgf.12105"},{"key":"e_1_3_3_3_31_2","doi-asserted-by":"publisher","DOI":"10.2312\/EVS.20201056"},{"key":"e_1_3_3_3_32_2","doi-asserted-by":"publisher","unstructured":"Petra Isenberg Anastasia Bezerianos Pierre Dragicevic and Jean-Daniel Fekete. 2011. A Study on Dual-Scale Data Charts. IEEE Trans. Vis. Comput. Graph. 17 12 (Dec. 2011) 2469\u20132478. 10.1109\/TVCG.2011.160","DOI":"10.1109\/TVCG.2011.160"},{"key":"e_1_3_3_3_33_2","doi-asserted-by":"publisher","DOI":"10.1109\/PACIFICVIS.2012.6183556"},{"key":"e_1_3_3_3_34_2","unstructured":"Kaggle. 2024. Youtube trends. https:\/\/www.kaggle.com\/datasets\/datasnaek\/youtube-new?resource=download&select=FRvideos.csv. Accessed on 22-Feb-2024."},{"key":"e_1_3_3_3_35_2","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376365"},{"key":"e_1_3_3_3_36_2","doi-asserted-by":"publisher","unstructured":"Younghoon Kim and Jeffrey Heer. 2018. Assessing Effects of Task and Data Distribution on the Effectiveness of Visual Encodings. Comput. Graph. Forum 37 3 (June 2018) 157\u2013167. 10.1111\/CGF.13409","DOI":"10.1111\/CGF.13409"},{"key":"e_1_3_3_3_37_2","volume-title":"The Art of Computer Programming, Volume 2 (3rd ed.): seminumerical algorithms","author":"Knuth Donald\u00a0E.","year":"1997","unstructured":"Donald\u00a0E. Knuth. 1997. The Art of Computer Programming, Volume 2 (3rd ed.): seminumerical algorithms. Addison-Wesley Longman Publishing Co., Inc., USA."},{"key":"e_1_3_3_3_38_2","doi-asserted-by":"publisher","unstructured":"David\u00a0H. Krantz and Amos Tversky. 1975. Similarity of Rectangles: An Analysis of Subjective Dimensions. J. Math. Psychol. 12 1 (Feb. 1975) 4\u201334. 10.1016\/0022-2496(75)90047-4","DOI":"10.1016\/0022-2496(75)90047-4"},{"key":"e_1_3_3_3_39_2","doi-asserted-by":"publisher","unstructured":"Richard\u00a0M. Kubina Seth\u00a0A. King Madeline Halkowski Shawn Quigley and Tracy Kettering. 2023. Slope Identification and Decision Making: A Comparison of Linear and Ratio Graphs. Behavior Modification 47 3 (May 2023) 615\u2013643. 10.1177\/01454455221130002","DOI":"10.1177\/01454455221130002"},{"key":"e_1_3_3_3_40_2","doi-asserted-by":"publisher","unstructured":"David Landy Arthur Charlesworth and Erin Ottmar. 2017. Categories of Large Numbers in Line Estimation. Cognitive Science 41 2 (2017) 326\u2013353. 10.1111\/cogs.12342","DOI":"10.1111\/cogs.12342"},{"key":"e_1_3_3_3_41_2","doi-asserted-by":"publisher","unstructured":"David Landy Noah Silbert and Aleah Goldin. 2013. Estimating Large Numbers. Cognitive Science 37 5 (July 2013) 775\u2013799. 10.1111\/cogs.12028","DOI":"10.1111\/cogs.12028"},{"key":"e_1_3_3_3_42_2","doi-asserted-by":"publisher","DOI":"10.1109\/PACIFICVIS.2010.5429604"},{"key":"e_1_3_3_3_43_2","doi-asserted-by":"publisher","unstructured":"Jock Mackinlay. 1986. Automating the Design of Graphical Presentations of Relational Information. ACM Trans. Graph. 5 2 (April 1986) 110\u2013\u2013141. 10.1145\/22949.22950","DOI":"10.1145\/22949.22950"},{"key":"e_1_3_3_3_44_2","doi-asserted-by":"publisher","unstructured":"Neil\u00a0A. Macmillan and Adam\u00a0S. Ornstein. 1998. The Mean-Integral Representation of Rectangles. Percept. Psychophys. 60 2 (Jan. 1998) 250\u2013262. 10.3758\/BF03206034","DOI":"10.3758\/BF03206034"},{"key":"e_1_3_3_3_45_2","doi-asserted-by":"publisher","DOI":"10.1145\/642611.642642"},{"key":"e_1_3_3_3_46_2","doi-asserted-by":"publisher","unstructured":"Caitlyn\u00a0M. McColeman Fumeng Yang Timothy\u00a0F. Brady and Steven Franconeri. 2022. Rethinking the Ranks of Visual Channels. IEEE Trans. Vis. Comput. Graph. 28 01 (Jan. 2022) 707\u2013717. 10.1109\/TVCG.2021.3114684","DOI":"10.1109\/TVCG.2021.3114684"},{"key":"e_1_3_3_3_47_2","doi-asserted-by":"publisher","unstructured":"Candace McNaughton Kenneth\u00a0A Wallston Russell\u00a0L Rothman David\u00a0E Marcovitz and Alan\u00a0B Storrow. 2011. Short Subjective Measures of Numeracy and General Health Literacy in an Adult Emergency Department. Acad Emerg Med 18 11 (Nov. 2011) 1148\u20131155. 10.1111\/j.1553-2712.2011.01210.x","DOI":"10.1111\/j.1553-2712.2011.01210.x"},{"key":"e_1_3_3_3_48_2","doi-asserted-by":"publisher","unstructured":"Candace\u00a0D McNaughton Kerri\u00a0L Cavanaugh Sunil Kripalani Russell\u00a0L Rothman and Kenneth\u00a0A Wallston. 2015. Validation of a Short 3-Item Version of the Subjective Numeracy Scale. Med Decis Making 35 8 (April 2015) 932\u2013936. 10.1177\/0272989X15581800","DOI":"10.1177\/0272989X15581800"},{"key":"e_1_3_3_3_49_2","doi-asserted-by":"publisher","unstructured":"Duncan N.\u00a0L. Menge Anna\u00a0C. MacPherson Thomas\u00a0A. Bytnerowicz Andrew\u00a0W. Quebbeman Naomi\u00a0B. Schwartz Benton\u00a0N. Taylor and Amelia\u00a0A. Wolf. 2018. Logarithmic scales in ecological data presentation may cause misinterpretation. Nature Ecology & Evolution 2 9 (2018) 1393\u20131402. 10.1038\/s41559-018-0610-7","DOI":"10.1038\/s41559-018-0610-7"},{"key":"e_1_3_3_3_50_2","unstructured":"Miro. 2024. Miro. https:\/\/miro.com\/. Accessed on 08-Sep-2024."},{"key":"e_1_3_3_3_51_2","doi-asserted-by":"publisher","unstructured":"Dominik Moritz Chenglong Wang Greg\u00a0L. Nelson Halden Lin Adam\u00a0M. Smith Bill Howe and Jeffrey Heer. 2019. Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco. IEEE Trans. Vis. Comput. Graph. 25 1 (Jan. 2019) 438\u2013448. 10.1109\/TVCG.2018.2865240","DOI":"10.1109\/TVCG.2018.2865240"},{"key":"e_1_3_3_3_52_2","doi-asserted-by":"publisher","DOI":"10.1201\/b17511"},{"key":"e_1_3_3_3_53_2","unstructured":"Plot. 2024. Observable Plot. https:\/\/observablehq.com\/plot\/. Accessed on 02-Feb-2024."},{"key":"e_1_3_3_3_54_2","unstructured":"Prolific. 2024. Prolific. https:\/\/www.prolific.com\/. Accessed on 08-Sep-2024."},{"key":"e_1_3_3_3_55_2","doi-asserted-by":"publisher","unstructured":"Ghulam\u00a0Jilani Quadri and Paul Rosen. 2022. A Survey of Perception-Based Visualization Studies by Task. IEEE Trans. Vis. Comput. Graph. 28 12 (Dec. 2022) 5026\u20135048. 10.1109\/TVCG.2021.3098240","DOI":"10.1109\/TVCG.2021.3098240"},{"key":"e_1_3_3_3_56_2","unstructured":"React. 2024. React. https:\/\/react.dev\/. Accessed on 08-Sep-2024."},{"key":"e_1_3_3_3_57_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-7485-2_6"},{"key":"e_1_3_3_3_58_2","doi-asserted-by":"publisher","unstructured":"Kevin\u00a0A. Richards and Michael\u00a0A. Hemphill. 2018. A Practical Guide to Collaborative Qualitative Data Analysis. J. Teach. Phys. Educ. 37 2 (April 2018) 225\u2013231. 10.1123\/jtpe.2017-0084","DOI":"10.1123\/jtpe.2017-0084"},{"key":"e_1_3_3_3_59_2","doi-asserted-by":"publisher","unstructured":"Alessandro Romano Chiara Sotis Goran Dominioni and Sebasti\u00e1n Guidi. 2020. The Scale of COVID\u201019 Graphs Affects Understanding Attitudes and Policy Preferences. Health Econ. 29 11 (Nov. 2020) 1482\u20131494. 10.1002\/hec.4143","DOI":"10.1002\/hec.4143"},{"key":"e_1_3_3_3_60_2","doi-asserted-by":"publisher","unstructured":"William Ryan and Ellen Evers. 2020. Logarithmic Axis Graphs Distort Lay Judgment. 10.2139\/ssrn.3605872 (preprint).","DOI":"10.2139\/ssrn.3605872"},{"key":"e_1_3_3_3_61_2","unstructured":"Sass. 2024. Syntactically Awesome Style Sheets. https:\/\/sass-lang.com\/. Accessed on 08-Sep-2024."},{"key":"e_1_3_3_3_62_2","doi-asserted-by":"publisher","unstructured":"Arvind Satyanarayan Dominik Moritz Kanit Wongsuphasawat and Jeffrey Heer. 2017. Vega-Lite: A Grammar of Interactive Graphics. IEEE Trans. Vis. Comput. Graph. 23 1 (Jan. 2017) 341\u2013350. 10.1109\/TVCG.2016.2599030","DOI":"10.1109\/TVCG.2016.2599030"},{"key":"e_1_3_3_3_63_2","doi-asserted-by":"publisher","unstructured":"Hans-J\u00f6rg Schulz Steffen Hadlak and Heidrun Schumann. 2011. The Design Space of Implicit Hierarchy Visualization: A Survey. IEEE Trans. Vis. Comput. Graph. 17 4 (2011) 393\u2013411. 10.1109\/TVCG.2010.79","DOI":"10.1109\/TVCG.2010.79"},{"key":"e_1_3_3_3_64_2","doi-asserted-by":"publisher","unstructured":"Andrew Sears. 1997. Heuristic Walkthroughs: Finding the Problems Without the Noise. Int. J. Hum.\u2013Comput. Interact. 9 3 (1997) 213\u2013234. 10.1207\/s15327590ijhc0903_2","DOI":"10.1207\/s15327590ijhc0903_2"},{"key":"e_1_3_3_3_65_2","doi-asserted-by":"publisher","unstructured":"Herbert\u00a0A. Simon. 1973. The Structure of Ill Structured Problems. Artif. Intell. 4 3 (1973) 181\u2013201. 10.1016\/0004-3702(73)90011-8","DOI":"10.1016\/0004-3702(73)90011-8"},{"key":"e_1_3_3_3_66_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300899"},{"key":"e_1_3_3_3_67_2","doi-asserted-by":"publisher","unstructured":"Laura South David Saffo Olga Vitek Cody Dunne and Michelle\u00a0A. Borkin. 2022. Effective Use of Likert Scales in Visualization Evaluations: A Systematic Review. Comput. Graph. Forum 41 3 (June 2022) 43\u201355. 10.1111\/CGF.14521","DOI":"10.1111\/CGF.14521"},{"key":"e_1_3_3_3_68_2","doi-asserted-by":"publisher","unstructured":"Danielle\u00a0Albers Szafir. 2018. Modeling Color Difference for Visualization Design. IEEE Trans. Vis. and Comput. Graph. 24 1 (Jan. 2018) 392\u2013401. 10.1109\/TVCG.2017.2744359","DOI":"10.1109\/TVCG.2017.2744359"},{"key":"e_1_3_3_3_69_2","doi-asserted-by":"publisher","unstructured":"Michal Tanzer Erez Freud Tzvi Ganel and Galia Avidan. 2013. General Holistic Impairment in Congenital Prosopagnosia: Evidence from Garner\u2019s Speeded-Classification Task. Cogn. Neuropsychol. 30 6 (2013) 429\u2013445. 10.1080\/02643294.2013.873715","DOI":"10.1080\/02643294.2013.873715"},{"key":"e_1_3_3_3_70_2","doi-asserted-by":"publisher","DOI":"10.1145\/2669557.2669580"},{"key":"e_1_3_3_3_71_2","doi-asserted-by":"publisher","unstructured":"Chris Tofallis. 2015. A Better Measure of Relative Prediction Accuracy for Model Selection and Model Estimation. J. Oper. Res. Soc. 66 8 (Aug. 2015) 1352\u20131362. 10.1057\/jors.2014.103","DOI":"10.1057\/jors.2014.103"},{"key":"e_1_3_3_3_72_2","doi-asserted-by":"publisher","unstructured":"Leo T\u00f6rnqvist Pentti Vartia and Yrj\u00f6\u00a0O. Vartia. 1985. How Should Relative Changes Be Measured? Am. Stat. 39 1 (1985) 43\u201346. 10.1080\/00031305.1985.10479385","DOI":"10.1080\/00031305.1985.10479385"},{"key":"e_1_3_3_3_73_2","doi-asserted-by":"publisher","unstructured":"Melanie Tory and Torsten M\u00f6ller. 2005. Evaluating Visualizations: Do Expert Reviews Work? IEEE Comput. Graph. Appl. 25 5 (2005) 8\u201311. 10.1109\/MCG.2005.102","DOI":"10.1109\/MCG.2005.102"},{"key":"e_1_3_3_3_74_2","doi-asserted-by":"publisher","unstructured":"Hadley Wickham. 2010. A Layered Grammar of Graphics. Journal of Computational and Graphical Statistics 19 1 (2010) 3\u201328. 10.1198\/jcgs.2009.07098","DOI":"10.1198\/jcgs.2009.07098"},{"key":"e_1_3_3_3_75_2","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-28695-0"},{"key":"e_1_3_3_3_76_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581349"},{"key":"e_1_3_3_3_77_2","doi-asserted-by":"publisher","DOI":"10.1117\/12.643631"}],"event":{"name":"CHI 2025: CHI Conference on Human Factors in Computing Systems","location":"Yokohama Japan","acronym":"CHI '25","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3706598.3713487","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3706598.3713487","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T05:41:19Z","timestamp":1751607679000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3706598.3713487"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,25]]},"references-count":76,"alternative-id":["10.1145\/3706598.3713487","10.1145\/3706598"],"URL":"https:\/\/doi.org\/10.1145\/3706598.3713487","relation":{},"subject":[],"published":{"date-parts":[[2025,4,25]]},"assertion":[{"value":"2025-04-25","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}