Visualizations at First Sight: Do Insights Require Training?

Illuminating the Path: The Research and Development Agenda for Visual Analytics

Thomas, J. J., & Cook, K. A. (2005) · Cited by 1,782 · see citing works

Visualizing Data

Cleveland, W. S. (1993) · Cited by 1,599 · see citing works

The elements of graphing data

Cleveland, W. S. (1985) · Medical Entomology and Zoology · Cited by 1,367 · see citing works

Usability engineering methods for software developers

Holzinger, A. (2005) · Communications of the ACM · doi:10.1145/1039539.1039541 · Cited by 859 · see citing works

The cost structure of sensemaking

Russell, D. M., Stefik, M., Pirolli, P. L. T., & Card, S. K. (1993) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/169059.169209 · Cited by 738 · see citing works

Toward measuring visualization insight

North, C. (2006) · IEEE Computer Graphics and Applications · doi:10.1109/mcg.2006.70 · Cited by 456 · see citing works

Strategies for evaluating information visualization tools

Shneiderman, B., & Catherine Plaisant, B. (2006) · doi:10.1145/1168149.1168158 · Cited by 399 · 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

The Elements of Graphing Data.

Weiss, R. E., & Cleveland, W. S. (1995) · Journal of the American Statistical Association · doi:10.2307/2291543 · Cited by 217 · see citing works

Inventing discovery tools: combining information visualization with data mining

Shneiderman, B. (2002) · Information Visualization · doi:10.1057/palgrave/ivs/9500006 · Cited by 152 · 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

Coordinating Visual and Analytic Strategies: A Study of Students' Understanding of the Group D 4

Zazkis, R., Dubinsky, E., & Dautermann, J. (1996) · Journal for Research in Mathematics Education · doi:10.2307/749876 · Cited by 146 · see citing works

Combining Usability Techniques to Design Geovisualization Tools for Epidemiology

Robinson, A. C., Chen, J., Lengerich, E. J., Meyer, H. G., & MacEachren, A. M. (2005) · Cartography and Geographic Information Science · doi:10.1559/152304005775194700 · Cited by 145 · see citing works

Testing two cognitive theories of insight.

Jones, G. (2003) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.29.5.1017 · Cited by 137 · see citing works

An explorative analysis of user evaluation studies in information visualisation

Ellis, G. P., & Dix, A. J. (2006) · doi:10.1145/1168149.1168152 · Cited by 131 · see citing works

Turning pictures into numbers: extracting and generating information from complex visualizations

Trafton, J. G., Kirschenbaum, S. S., Tsui, T. L., Miyamoto, R. T., Ballas, J. A., & Raymond, P. (2000) · International Journal of Human-Computer Studies · doi:10.1006/ijhc.2000.0419 · Cited by 126 · see citing works

Inventing Discovery Tools: Combining Information Visualization with Data Mining

Shneiderman, B. (2002) · Information Visualization · doi:10.1057/palgrave.ivs.9500006 · Cited by 93 · see citing works

Systematic yet flexible discovery

Perer, A., & Shneiderman, B. (2008) · ACM International Conference on Intelligent User Interfaces (IUI) · doi:10.1145/1378773.1378788 · Cited by 66 · see citing works

Evaluating information visualisations

Andrews, K. (2006) · doi:10.1145/1168149.1168151 · Cited by 38 · see citing works

Coordinated views to assist exploration of spatio-temporal data: a case study

Shimabukuro, M. H., Flores, E. F., de Oliveira, M. C. F., & Levkowitz, H. (2004) · doi:10.1109/cmv.2004.6 · Cited by 30 · see citing works

An Abstract Transcript Notation for Analyzing Interactional Construction of Meaning in Online Learning

Suthers, D. D., Dwyer, N., Vatrapu, R., & Medina, R. (2007) · Hawaii International Conference on System Sciences (HICSS) · doi:10.1109/hicss.2007.57 · Cited by 23 · see citing works

Thinking Graphically: Extracting Local and Global Information

Ratwani, R. M., Trafton, J. G., & Boehm‐Davis, D. A. (2003) · eScholarship (California Digital Library) · Cited by 21 · see citing works

The concept and criteria of insight.

Hartmann, G. W. (1931) · Psychological Review · doi:10.1037/h0075595 · Cited by 20 · see citing works

Evaluating an InfoVis Technique Using Insight Reports

Rester, M., Pohl, M., Wiltner, S., Hinum, K., Miksch, S., Popow, C., & Ohmann, S. (2007) · International Conference on Information Visualisation (IV) · doi:10.1109/iv.2007.44 · Cited by 15 · see citing works

Evaluating visual table data understanding

Henry, N., & Fekete, J. (2006) · doi:10.1145/1168149.1168154 · Cited by 14 · see citing works

BELIV'06

Bertini, E., Catherine Plaisant, B., & Santucci, G. (2007) · interactions · doi:10.1145/1242421.1242460 · Cited by 14 · see citing works

Intelligent User Interfaces

Mourlas, C., & Germanakos, P. (2009) · IGI Global eBooks · doi:10.4018/978-1-60566-032-5 · Cited by 13 · see citing works

Isn't It About Time!

Hays, D. G. (1977) · Counselor Education and Supervision · doi:10.1002/j.1556-6978.1977.tb01615.x · Cited by 11 · see citing works

Insight-Based Studies for Pathway and Microarray Visualization Tools

Saraiya, P. B. (2006) · VTechWorks (Virginia Tech) · Cited by 4 · see citing works

Isn't it about time? [data visualization]

Kuchar, O., Hoeft, T., Havre, S., & Perrine, K. A. (2006) · IEEE Computer Graphics and Applications · doi:10.1109/mcg.2006.64 · Cited by 3 · 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

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

COVID-19 highlights the issues facing blind and visually impaired people in accessing data on the web

Siu, A. F., Fan, D., Kim, G. S.-H., Rao, H., Vazquez, X., O’Modhrain, S., & Follmer, S. (2021) · International Web for All Conference (W4A) · doi:10.1145/3430263.3452432 · Cited by 39 · see citing works

Hierarchical Temporal Patterns and Interactive Aggregated Views for Pixel-Based Visualizations

Lammarsch, T., Wolfgang Aigner, A., Bertone, A., Gärtner, J., Mayr, E., Miksch, S., & Smuc, M. (2009) · International Conference on Information Visualisation (IV) · doi:10.1109/iv.2009.52 · Cited by 34 · see citing works

Insight Beyond Numbers: The Impact of Qualitative Factors on Visual Data Analysis

Karer, B., Hagen, H., & Lehmann, D. J. (2020) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2020.3030376 · Cited by 24 · see citing works

Looking at the Representations in our Mind

Mayr, E., Schreder, G., Smuc, M., & Windhager, F. (2016) · doi:10.1145/2993901.2993914 · Cited by 15 · see citing works

Towards a Concept how the Structure of Time can Support the Visual Analytics Process

Lammarsch, T., Wolfgang Aigner, A., Bertone, A., Miksch, S., & Rind, A. (2011) · Eurographics · doi:10.2312/pe/eurovast/eurova11/009-012 · Cited by 15 · see citing works

A Mental Models Perspective on Designing Information Visualizations for Political Communication

Schreder, G., Windhager, F., Smuc, M., & Mayr, E. (2016) · JeDEM - eJournal of eDemocracy and Open Government · doi:10.29379/jedem.v8i3.443 · Cited by 14 · see citing works

ConceptGraph: A Formal Model for Interpretation and Reasoning During Visual Analysis

Karer, B., Scheler, I., Hagen, H., & Leitte, H. (2020) · Computer Graphics Forum · doi:10.1111/cgf.13899 · Cited by 10 · see citing works

Orchestrating Overviews: A Synoptic Approach to the Visualization of Cultural Collections

Windhager, F., Salisu, S., Schreder, G., & Mayr, E. (2018) · Open Library of Humanities · doi:10.16995/olh.276 · Cited by 9 · see citing works

Just the other side of the coin? From error to insight analysis

Smuc, M. (2015) · Information Visualization · doi:10.1177/1473871615598641 · Cited by 7 · see citing works

Interactive Visual Transformation for Symbolic Representation of Time-Oriented Data

Lammarsch, T., Wolfgang Aigner, A., Bertone, A., Bögl, M., Gschwandtner, T., Miksch, S., & Rind, A. (2013) · Lecture notes in computer science · doi:10.1007/978-3-642-39146-0_37 · Cited by 4 · see citing works

Just the other side of the coin?

Smuc, M. (2014) · Workshop on Beyond Time and Errors · doi:10.1145/2669557.2669570 · Cited by 3 · see citing works

Dynamic Knowledge Mapping: A Visualization Approach for Knowledge Management Systems

Heide, T., & Lis, Ł. (2012) · Hawaii International Conference on System Sciences (HICSS) · doi:10.1109/hicss.2012.229 · Cited by 3 · see citing works

Finding Your Way in Chronoland: Visual Metaphors for Orientation of Temporal Data Explorers

Mayr, E., Risku, H., Smuc, M., & Windhager, F. (2009) · eScholarship (California Digital Library) · Cited by 3 · see citing works

Mapping the Users’ Problem Solving Strategies in the Participatory Design of Visual Analytics Methods

Mayr, E., Smuc, M., Risku, H., Aigner, W., Bertone, A., Lammarsch, T., & Miksch, S. (2010) · Lecture notes in computer science · doi:10.1007/978-3-642-16607-5_1 · Cited by 1 · see citing works

Is your user hunting or gathering insights?

Smuc, M., Mayr, E., & Risku, H. (2010) · doi:10.1145/2110192.2110200 · Cited by 10 · see citing works

What are Data Insights to Professional Visualization Users?

Law, P.-M., Endert, A., & Stasko, J. (2020) · Visualization · doi:10.1109/vis47514.2020.00043 · Cited by 15 · see citing works

The Role of Expertise on Insight Generation from Visualization Sequences

Rosenthal, S. L., & Chung, T. R. (2022) · IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) · doi:10.1109/vl/hcc53370.2022.9833097 · Cited by 2 · see citing works

Data visualization and domain knowledge: Insights through focus groups of researchers in Spain

Vázquez‐Ingelmo, A., García‐Holgado, A., Verdugo-Castro, S., Therón, R., & García‐Peñalvo, F. J. (2024) · Computers in Human Behavior · doi:10.1016/j.chb.2024.108162 · Cited by 20 · see citing works

The influence of domain expertise on visual overviews of spatiotemporal data

Bleisch, S., Duckham, M., & Pettit, C. J. (2017) · International Journal of Cartography · doi:10.1080/23729333.2017.1294820 · Cited by 1 · see citing works