Toward measuring visualization insight

The challenge of information visualization evaluation

Plaisant, C. (2004) · Working Conference on Advanced Visual Interfaces (AVI) · doi:10.1145/989863.989880 · Cited by 590 · see citing works

Low-Level Components of Analytic Activity in Information Visualization

Amar, R., Eagan, J., & Stasko, J. (2006) · IEEE Symposium on Information Visualization · doi:10.1109/infovis.2005.24 · Cited by 523 · see citing works

Human factors in visualization research

Tory, M. K., & Möller, T. B. (2004) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2004.1260759 · Cited by 422 · see citing works

Low-level components of analytic activity in information visualization

Amar, R., Eagan, J., & Stasko, J. (2005) · IEEE Symposium on Information Visualization · doi:10.1109/infvis.2005.1532136 · Cited by 352 · see citing works

An Insight-Based Methodology for Evaluating Bioinformatics Visualizations

Saraiya, P., North, C. L., & Duca, K. (2005) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2005.53 · Cited by 346 · see citing works

Empirical studies of information visualization: a meta-analysis

Chen, C., & Yu, Y. (2000) · International Journal of Human-Computer Studies · doi:10.1006/ijhc.2000.0422 · Cited by 150 · see citing works

Visual Analytics: Definition, Process, and Challenges

Keim, D. A., Andrienko, G., Fekete, J., Görg, C., Kohlhammer, J., & Mélançon, G. (2008) · Lecture notes in computer science · doi:10.1007/978-3-540-70956-5_7 · Cited by 1,091 · see citing works

Knowledge Generation Model for Visual Analytics

Sacha, D., Stoffel, A., Stoffel, F., Kwon, B. C., Ellis, G. P., & Keim, D. A. (2014) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2014.2346481 · Cited by 388 · see citing works

Evaluating Information Visualizations

Carpendale, S. (2008) · Lecture notes in computer science · doi:10.1007/978-3-540-70956-5_2 · Cited by 367 · see citing works

A Systematic Review on the Practice of Evaluating Visualization

Tobias Isenberg, A., Isenberg, P., Jian, C., Sedlmair, M., & Möller, T. B. (2013) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2013.126 · Cited by 324 · see citing works

Generative Adversarial Networks for face generation: A survey

Kammoun, A., Slama, R., Tabia, H., Ouni, T., & Abid, M. (2022) · ACM Computing Surveys · doi:10.1145/1122445.1122456 · Cited by 326 · see citing works

Mental Models, Visual Reasoning and Interaction in Information Visualization: A Top-down Perspective

Liu, Z., & Stasko, J. (2010) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2010.177 · Cited by 256 · see citing works

Characterizing Provenance in Visualization and Data Analysis: An Organizational Framework of Provenance Types and Purposes

Ragan, E. D., Endert, A., Sanyal, J., & Chen, J. (2015) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2015.2467551 · Cited by 241 · see citing works

Measuring Effectiveness of Graph Visualizations: A Cognitive Load Perspective

Huang, W., Eades, P., & Hong, S.-H. (2009) · Information Visualization · doi:10.1057/ivs.2009.10 · Cited by 224 · see citing works

International Journal of Engineering and Management Research

(2018) · International Journal of Engineering and Management Research · doi:10.21276/ijemr · Cited by 211 · see citing works

Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication

Srinivasan, A., Drucker, S. M., Endert, A., & Stasko, J. (2018) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2018.2865145 · Cited by 203 · see citing works

The State of the Art in Integrating Machine Learning into Visual Analytics

Endert, A., Ribarsky, W., Turkay, Ç., Wong, B. L. W., Nabney, I., Díaz, I., & Fabrice Rossi, A. (2017) · Computer Graphics Forum · doi:10.1111/cgf.13092 · Cited by 198 · see citing works

Interactive maps: What we know and what we need to know

Roth, R. E. (2013) · Journal of Spatial Information Science · doi:10.5311/josis.2013.6.105 · Cited by 192 · see citing works

An Overview of 3D Software Visualization

Teyseyre, A., & Campo, M. (2008) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2008.86 · Cited by 183 · see citing works

Personal Informatics, Self-Insight, and Behavior Change: A Critical Review of Current Literature

Kersten-van Dijk, E. T., Westerink, J. H. D. M., Beute, F., & IJsselsteijn, W. A. (2017) · Human–Computer Interaction · doi:10.1080/07370024.2016.1276456 · Cited by 171 · see citing works

Understanding and characterizing insights: how do people gain insights using information visualization?

Yi, J. S., Kang, Y.-A., Stasko, J. T., & Jacko, J. A. (2008) · Proceedings of the 2008 Workshop on BEyond time and errors: novel evaLuation methods for Information Visualization · doi:10.1145/1377966.1377971 · Cited by 175 · see citing works

User studies in cartography: opportunities for empirical research on interactive maps and visualizations

Roth, R. E., Çöltekin, A., Delazari, L. S., Filho, H. F., Griffin, A. L., Hall, A., Korpi, J., Lokka, I. E., Mendonça, A., Ooms, K., et al. (2017) · International Journal of Cartography · doi:10.1080/23729333.2017.1288534 · Cited by 170 · see citing works

SiteLens

White, S., & Feiner, S. (2009) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/1518701.1518871 · Cited by 167 · see citing works

Benefitting InfoVis with Visual Difficulties

Hullman, J., Adar, E., & Shah, P. (2011) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2011.175 · Cited by 159 · see citing works

Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content

Lundgard, A., & Satyanarayan, A. (2022) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2021.3114770 · Cited by 155 · see citing works

A human cognition framework for information visualization

Patterson, R., Blaha, L. M., Grinstein, G., Liggett, K. K., Kaveney, D. E., Sheldon, K. C., Havig, P. R., & Moore, J. (2014) · Computers & Graphics · doi:10.1016/j.cag.2014.03.002 · Cited by 156 · see citing works

Ethical Dimensions of Visualization Research

Correll, M. (2019) · Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3290605.3300418 · Cited by 150 · see citing works

Critical InfoVis

Dörk, M., Feng, P., Collins, C. M., & Carpendale, S. (2013) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/2468356.2468739 · Cited by 150 · see citing works

Distributed Cognition as a Theoretical Framework for Information Visualization

Liu, Z., Nersessian, N. J., & Stasko, J. (2008) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2008.121 · Cited by 149 · see citing works

Defining Insight for Visual Analytics

Chang, R., Ziemkiewicz, C., Green, T. M., & Ribarsky, W. (2009) · IEEE Computer Graphics and Applications · doi:10.1109/mcg.2009.22 · Cited by 146 · see citing works

Promoting Insight-Based Evaluation of Visualizations: From Contest to Benchmark Repository

Catherine Plaisant, B., Fekete, J., & Grinstein, G. (2007) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2007.70412 · Cited by 146 · see citing works

Quality Metrics for Information Visualization

Behrisch, M., Blumenschein, M., Kim, N. W., Shao, L., El‐Assady, M., Fuchs, J., Seebacher, D., Diehl, A., Brandes, U., Pfister, H., et al. (2018) · Computer Graphics Forum · doi:10.1111/cgf.13446 · Cited by 136 · see citing works

Storytelling in Information Visualizations

Boy, J., Détienne, F., & Fekete, J. (2015) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2702123.2702452 · Cited by 137 · see citing works

User-Centered Design for Interactive Maps: A Case Study in Crime Analysis

Roth, R. E., Ross, K., & MacEachren, A. M. (2015) · ISPRS International Journal of Geo-Information · doi:10.3390/ijgi4010262 · Cited by 125 · see citing works

Characterizing Visualization Insights from Quantified Selfers' Personal Data Presentations

Choe, E. K., Lee, B., & schraefel, M. C. (2015) · IEEE Computer Graphics and Applications · doi:10.1109/mcg.2015.51 · Cited by 124 · see citing works

A user study on visualizing directed edges in graphs

Holten, D., & van Wijk, J. J. (2009) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/1518701.1519054 · Cited by 123 · see citing works

An heuristic set for evaluation in information visualization

Forsell, C., & Johansson, J. (2010) · International Conference on Advanced Visual Interfaces (AVI) · doi:10.1145/1842993.1843029 · Cited by 123 · see citing works

Data and Information Visualization Methods, and Interactive Mechanisms: A Survey

Muzammil, K., & Sarwar, S. K. (2011) · International Journal of Computer Applications · Cited by 123 · see citing works

Understanding Business Ecosystem Dynamics: A Data-Driven Approach

Basole, R. C., Russell, M. G., Huhtamäki, J., Rubens, N., Still, K., & Park, H. (2015) · TMIS · doi:10.1145/2724730 · Cited by 152 · see citing works

Bridging the gaps

van Wijk, J. J. (2006) · IEEE Computer Graphics and Applications · doi:10.1109/mcg.2006.120 · Cited by 122 · see citing works

Human-Centered Approaches in Geovisualization Design: Investigating Multiple Methods Through a Long-Term Case Study

Lloyd, D., & Dykes, J. A. (2011) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2011.209 · Cited by 121 · see citing works

Information visualization

Chen, C. (2010) · Wiley Interdisciplinary Reviews Computational Statistics · doi:10.1002/wics.89 · Cited by 119 · see citing works

Judging Correlation from Scatterplots and Parallel Coordinate Plots

Li, J., Martens, J.-B., & van Wijk, J. J. (2008) · Information Visualization · doi:10.1057/ivs.2008.13 · Cited by 115 · see citing works

A Survey on ML4VIS: Applying Machine Learning Advances to Data Visualization

Wang, Q., Chen, Z., Wang, Y., & Qu, H. (2021) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2021.3106142 · Cited by 137 · see citing works

Grounded evaluation of information visualizations

Isenberg, P., Zuk, T., Collins, C. M., & Carpendale, S. (2008) · doi:10.1145/1377966.1377974 · Cited by 113 · see citing works

A Heuristic Approach to Value-Driven Evaluation of Visualizations

Wall, E., Agnihotri, M., Matzen, L. E., Divis, K., Haass, M. J., Endert, A., & Stasko, J. (2018) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2018.2865146 · Cited by 106 · see citing works

Serendip: Topic model-driven visual exploration of text corpora

Alexander, E., Kohlmann, J., Valenza, R., Witmore, M., & Gleicher, M. L. (2014) · IEEE Conference on Visual Analytics Science and Technology (VAST) · doi:10.1109/vast.2014.7042493 · Cited by 103 · see citing works

The State of the Art in Cartograms

Nusrat, S., & Kobourov, S. (2016) · Computer Graphics Forum · doi:10.1111/cgf.12932 · Cited by 103 · see citing works

Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content

Lundgard, A., & Satyanarayan, A. (2022) · DSpace@MIT (Massachusetts Institute of Technology) · Cited by 97 · see citing works

Designing for the Situated and Public Visualization of Urban Data

Moere, A. V., & Hill, D. (2012) · Journal of Urban Technology · doi:10.1080/10630732.2012.698065 · Cited by 97 · see citing works

Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data

Moritz, D., Fisher, D., Ding, B., & Wang, C. (2017) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3025453.3025456 · Cited by 92 · see citing works

Evaluating the Effect of Style in Information Visualization

Moere, A. V., Tomitsch, M., Wimmer, C., Christoph, B., & Grechenig, T. (2012) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2012.221 · Cited by 94 · see citing works

Investigating the Effect of the Multiple Comparisons Problem in Visual Analysis

Zgraggen, E., Zhao, Z., Zeleznik, R. C., & Kraska, T. (2018) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3173574.3174053 · Cited by 94 · see citing works

A Case Study Using Visualization Interaction Logs and Insight Metrics to Understand How Analysts Arrive at Insights

Guo, H., Gomez, S. R., Ziemkiewicz, C., & Laidlaw, D. H. (2015) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2015.2467613 · Cited by 92 · see citing works

Guidance in the human–machine analytics process

Collins, C. M., Andrienko, N. V., Schreck, T., Yang, J., Choo, J., Engelke, U., Jena, A. K., & Dwyer, T. (2018) · Visual Informatics · doi:10.1016/j.visinf.2018.09.003 · Cited by 88 · see citing works

Shaping the Display of the Future: The Effects of Display Size and Curvature on User Performance and Insights

Shupp, L., Andrews, C., Dickey-Kurdziolek, M., Yost, B., & North, C. L. (2009) · Human-Computer Interaction · doi:10.1080/07370020902739429 · Cited by 88 · see citing works

A Comparative Study of Desktop, Fishtank, and Cave Systems for the Exploration of Volume Rendered Confocal Data Sets

Prabhat, Forsberg, A., Katzourin, M., Wharton, K. A., & Slater, M. (2008) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2007.70433 · Cited by 87 · see citing works

The Elicitation Interview Technique: Capturing People's Experiences of Data Representations

Hogan, T., Hinrichs, U., & Hornecker, E. (2015) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2015.2511718 · Cited by 87 · see citing works

VA2: A Visual Analytics Approach for Evaluating Visual Analytics Applications

Blascheck, T., John, M., Kurzhals, K., Koch, S., & Ertl, T. (2015) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2015.2467871 · Cited by 85 · see citing works

A Qualitative Study on the Exploration of Temporal Changes in Flow Maps with Animation and Small‐Multiples

Boyandin, I., Bertini, E., & Lalanne, D. (2012) · Computer Graphics Forum · doi:10.1111/j.1467-8659.2012.03093.x · Cited by 81 · see citing works

Designing Progressive and Interactive Analytics Processes for High-Dimensional Data Analysis

Turkay, Ç., Kaya, E., Balcisoy, S. S., & Hauser, H. (2016) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2016.2598470 · Cited by 79 · see citing works

Towards the Personal Equation of Interaction: The impact of personality factors on visual analytics interface interaction

Green, T. M., & Fisher, B. (2010) · IEEE Conference on Visual Analytics Science and Technology (VAST) · doi:10.1109/vast.2010.5653587 · Cited by 78 · see citing works

Visualization evaluation for cyber security

Staheli, D., Yu, T., Crouser, R. J., Damodaran, S. K., Nam, K. K., O’Gwynn, D., McKenna, S., & Harrison, L. (2014) · IEEE Symposium on Visualization for Cyber Security (VIZSEC) · doi:10.1145/2671491.2671492 · Cited by 76 · see citing works

Value-driven evaluation of visualizations

Stasko, J. (2014) · Workshop on Beyond Time and Errors · doi:10.1145/2669557.2669579 · Cited by 76 · see citing works

Visual decision support for business ecosystem analysis

Basole, R. C., Huhtamäki, J., Still, K., & Russell, M. G. (2016) · Expert Systems with Applications · doi:10.1016/j.eswa.2016.08.041 · Cited by 75 · see citing works

Transformation Through Unbundling: Visualizing the Global FinTech Ecosystem

Basole, R. C., & Patel, S. (2018) · Service Science · doi:10.1287/serv.2018.0210 · Cited by 78 · see citing works

Evaluation of Cluster Identification Performance for Different PCP Variants

Holten, D., & van Wijk, J. J. (2010) · Computer Graphics Forum · doi:10.1111/j.1467-8659.2009.01666.x · Cited by 73 · see citing works

The Role of Tangible Interaction in Exploring Information on Public Visualization Displays

Claes, S., & Moere, A. V. (2015) · International Symposium on Pervasive Displays · doi:10.1145/2757710.2757733 · Cited by 71 · see citing works

ResultMaps: Visualization for Search Interfaces

Clarkson, E. C., Desai, K., & Foley, J. D. (2009) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2009.176 · Cited by 71 · see citing works

How to evaluate data visualizations across different levels of understanding

Burns, A., Xiong, C., Franconeri, S., Cairo, A., & Mahyar, N. (2020) · IEEE Evaluation and Beyond - Methodological Approaches for Visualization (BELIV) · doi:10.1109/beliv51497.2020.00010 · Cited by 68 · see citing works

Integrated web visualizations for protein-protein interaction databases

Jeanquartier, F., Jean-Quartier, C., & Holzinger, A. (2015) · BMC Bioinformatics · doi:10.1186/s12859-015-0615-z · Cited by 67 · see citing works

Supporting Accessible Data Visualization Through Audio Data Narratives

Siu, A., S-H Kim, G., O'Modhrain, S., & Follmer, S. (2022) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3491102.3517678 · Cited by 64 · see citing works

Patterns for visualization evaluation

Elmqvist, N., & Yi, J. S. (2013) · Information Visualization · doi:10.1177/1473871613513228 · Cited by 63 · see citing works

A Framework for Considering Comprehensibility in Modeling

Gleicher, M. L. (2016) · Big Data · doi:10.1089/big.2016.0007 · Cited by 63 · see citing works

An Exploratory Study of Data Sketching for Visual Representation

Walny, J., Huron, S., & Carpendale, S. (2015) · Computer Graphics Forum · doi:10.1111/cgf.12635 · Cited by 61 · see citing works

A Critical Reflection on Visualization Research: Where Do Decision Making Tasks Hide?

Dimara, E., & Stasko, J. (2022) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2021.3114813 · Cited by 60 · see citing works

Biomedical Discovery Acceleration, with Applications to Craniofacial Development

Leach, S. M., Tipney, H., Feng, W., Baumgartner, W. A., Kasliwal, P., Schuyler, R. P., Williams, T., Spritz, R. A., & Hunter, L. (2009) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000215 · Cited by 59 · see citing works

Visualisation of cyclic and multi-branched molecules with VMD

Cross, S., Kuttel, M. M., Stone, J. E., & Gain, J. E. (2009) · Journal of Molecular Graphics and Modelling · doi:10.1016/j.jmgm.2009.04.010 · Cited by 58 · see citing works

Toward effective insight management in visual analytics systems

Chen, Y., Yang, J., & Ribarsky, W. (2009) · IEEE Pacific Visualization Symposium · doi:10.1109/pacificvis.2009.4906837 · Cited by 58 · see citing works

Scientific Sketching for Collaborative VR Visualization Design

Keefe, D. F., Acevedo, D., Miles, J., Drury, F., Swartz, S. M., & Laidlaw, D. H. (2008) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2008.31 · Cited by 55 · see citing works

Go and Grow

Botros, F., Périn, C., Aseniero, B. A., & Carpendale, S. (2016) · International Conference on Advanced Visual Interfaces (AVI) · doi:10.1145/2909132.2909267 · Cited by 53 · see citing works

Visualising things. Perspectives on how to make things public through visualisation

Schoffelen, J., Claes, S., Huybrechts, L., Martens, S., Chua, A., & Moere, A. V. (2015) · CoDesign · doi:10.1080/15710882.2015.1081240 · Cited by 53 · see citing works

InsideInsights: Integrating Data‐Driven Reporting in Collaborative Visual Analytics

Mathisen, A., Horak, T., Klokmose, C. N., Grønbæk, K., & Elmqvist, N. (2019) · Computer Graphics Forum · doi:10.1111/cgf.13717 · Cited by 53 · see citing works

Graphical Tests for Power Comparison of Competing Designs

Hofmann, H., Follett, L., Majumder, M., & Cook, D. (2012) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2012.230 · Cited by 52 · see citing works

Developing a Data Dashboard Framework for Population Health Surveillance: Widening Access to Clinical Trial Findings

Concannon, D., Herbst, K., & Manley, E. (2019) · JMIR Formative Research · doi:10.2196/11342 · Cited by 51 · see citing works

Relational capital for shared vision in innovation ecosystems

Russell, M. G., Huhtamäki, J., Still, K., Rubens, N., & Basole, R. C. (2015) · Triple Helix Journal · doi:10.1186/s40604-015-0017-2 · Cited by 49 · see citing works

Eye tracking evaluation of visual analytics

Kurzhals, K., Fisher, B., Burch, M., & Weiskopf, D. (2015) · Information Visualization · doi:10.1177/1473871615609787 · Cited by 51 · see citing works

Evaluating visual analytics for health informatics applications: a systematic review from the American Medical Informatics Association Visual Analytics Working Group Task Force on Evaluation

Wu, D. T. Y., Chen, A. T., Manning, J. D., Levy-Fix, G., Backonja, U., Borland, D., Caban, J. J., Dowding, D., Hochheiser, H., Kagan, V., et al. (2018) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocy190 · Cited by 51 · see citing works

Integrating Visualization and Interaction Research to Improve Scientific Workflows

Keefe, D. F. (2010) · IEEE Computer Graphics and Applications · doi:10.1109/mcg.2010.30 · Cited by 50 · see citing works

Visualization for Recommendation Explainability: A Survey and New Perspectives

Chatti, M. A., Guesmi, M., & Muslim, A. (2024) · ACM Transactions on Interactive Intelligent Systems · doi:10.1145/3672276 · Cited by 56 · see citing works

Connecting Human-Robot Interaction and Data Visualization

Szafir, D. J., & Szafir, D. A. (2021) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1145/3434073.3444683 · Cited by 50 · see citing works

Sampling techniques to improve big data exploration

Rojas, J. A. R., Kery, M. B., Rosenthal, S. L., & Dey, A. K. (2017) · IEEE Symposium on Large Data Analysis and Visualization · doi:10.1109/ldav.2017.8231848 · Cited by 47 · see citing works

Designing for Interactive Exploratory Data Analysis Requires Theories of Graphical Inference

Hullman, J. R., & Gelman, A. (2021) · Harvard Data Science Review · doi:10.1162/99608f92.3ab8a587 · Cited by 50 · see citing works

Interactive visualization tools for exploring the semantic graph of large knowledge spaces

Hirsch, C., Hosking, J., & Grundy, J. (2024) · doi:10.25916/sut.26222369 · Cited by 47 · see citing works

The Accessibility of Data Visualizations on the Web for Screen Reader Users: Practices and Experiences During COVID-19

Fan, D., Fay Siu, A., Rao, H., Kim, G. S.-H., Vazquez, X., Greco, L., O'Modhrain, S., & Follmer, S. (2023) · ACM Transactions on Accessible Computing · doi:10.1145/3557899 · Cited by 46 · see citing works

Document visualization: an overview of current research

Gan, Q., Zhu, M., Li, M., Liang, T., Cao, Y., & Zhou, B. (2013) · Wiley Interdisciplinary Reviews Computational Statistics · doi:10.1002/wics.1285 · Cited by 46 · see citing works

What Does the User Want to See? What do the Data Want to Be?

Pretorius, A. J., & van Wijk, J. J. (2009) · Information Visualization · doi:10.1057/ivs.2009.13 · Cited by 45 · see citing works

Towards interactive, intelligent, and integrated multimedia analytics

Zahálka, J., & Worring, M. (2014) · IEEE Conference on Visual Analytics Science and Technology (VAST) · doi:10.1109/vast.2014.7042476 · Cited by 46 · see citing works

Patterns for visualization evaluation

Elmqvist, N., & Yi, J. S. (2012) · doi:10.1145/2442576.2442588 · Cited by 45 · see citing works

Communicative Visualizations as a Learning Problem

Adar, E., & Lee-Robbins, E. (2020) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2020.3030375 · Cited by 43 · see citing works

Beyond time and error

Huang, W., Eades, P., & Hong, S. (2008) · doi:10.1145/1377966.1377970 · Cited by 42 · see citing works

You can't always sketch what you want: Understanding Sensemaking in Visual Query Systems

Lee, D. J., Lee, J., Siddiqui, T., Kim, J., Karahalios, K. G., & Parameswaran, A. (2019) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2019.2934666 · Cited by 42 · see citing works

To Score or Not to Score? Tripling Insights for Participatory Design

Smuc, M., Mayr, E., Lammarsch, T., Wolfgang Aigner, A., Miksch, S., & Gärtner, J. (2009) · IEEE Computer Graphics and Applications · doi:10.1109/mcg.2009.53 · Cited by 42 · see citing works

Can twitter really save your life? A case study of visual social media analytics for situation awareness

Thom, D., Kruger, R., Ertl, T., Bechstedt, U., Platz, A., Zisgen, J., & Volland, B. (2015) · IEEE Pacific Visualization Symposium · doi:10.1109/pacificvis.2015.7156376 · Cited by 41 · see citing works

A User‐based Visual Analytics Workflow for Exploratory Model Analysis

Cashman, D., Humayoun, S. R., Heimerl, F., Park, K., Das, S., Thompson, J., Saket, B., Mosca, A., Stasko, J., Endert, A., et al. (2019) · Computer Graphics Forum · doi:10.1111/cgf.13681 · Cited by 41 · see citing works

Enhancing Data Literacy On-Demand: LLMs as Guides for Novices in Chart Interpretation

Choe, K., Lee, C., Lee, S., Song, J., Cho, A., Kim, N. W., & Seo, J. (2024) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2024.3413195 · Cited by 41 · see citing works

Methods for Evaluating Visualizations Using Practical Models of Insight, Interaction, and Gaze

Gomez, S. R. (2016) · Brown Digital Repository · doi:10.7301/z0ft8jg9

Defining Insight for Visual Analytics

Chang, R., Ziemkiewicz, C., Green, T. M., & Ribarsky, W. (2009) · IEEE Computer Graphics and Applications · doi:10.1109/mcg.2009.22 · Cited by 146 · see citing works

What is This? Downloaded from

North, C., Saraiya, P., & Duca, K. (2013)

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