Keyword

visual analytics

Description: Visual analytics is an interdisciplinary approach combining interactive visualization and analytical methods to help people explore and interpret data.

Primary topic: Data Visualization and Analytics (62%)

Wikidata ID: wiki/Q2528440

OpenAlex ID: keywords/visual-analytics

A Design Framework for Instrumenting Analytic Provenance for Problem-Solving Tasks

2018 · Lingxue Yang, Pierre Morizet-Mahoudeaux, et al. · Advances in intelligent systems and computing · 6,597

Science Mapping: A Systematic Review of the Literature

2017 · Chaomei Chen · Journal of Data and Information Science · 1,958

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

2005 · James J. Thomas, Kristin Cook · 1,769

Visual Analytics: Definition, Process, and Challenges

2008 · Daniel Keim, Gennady Andrienko, et al. · Lecture notes in computer science · 1,088

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Analyzing Social Media Networks with NodeXL: Insights from a Connected World

2010 · Derek L. Hansen, Ben Shneiderman, et al. · 990

NetworkAnalyst for statistical, visual and network-based meta-analysis of gene expression data

2015 · Jianguo Xia, Erin E Gill, et al. · Nature Protocols · 950

SynergyFinder 2.0: visual analytics of multi-drug combination synergies

2020 · Aleksandr Ianevski, Anil K Giri, et al. · Nucleic Acids Research · 874

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Patterns of connections and movements in dual‐map overlays: A new method of publication portfolio analysis

2013 · Chaomei Chen, Loet Leydesdorff · Journal of the Association for Information Science and Technology · 638

Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers

2018 · Fred Hohman, Minsuk Kahng, et al. · IEEE Transactions on Visualization and Computer Graphics · 584

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State of the Art: Coordinated & Multiple Views in Exploratory Visualization

2007 · Jonathan C. Roberts · 583

A visual analytics agenda

2006 · J.J. Thomas, K.A. Cook · IEEE Computer Graphics and Applications · 566

Mastering the Information Age Solving Problems with Visual Analytics

2022 · Keim, Daniel, Kohlhammer, Jörn, et al. · University of Groningen research database (University of Groningen / Centre for Information Technology) · 552

An Empirical Study of Chronic Diseases in the United States: A Visual Analytics Approach to Public Health

2018 · Wullianallur Raghupathi, Viju Raghupathi · International Journal of Environmental Research and Public Health · 532

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Visual Analytics: Scope and Challenges

2008 · Daniel A. Keim, Florian Mansmann, et al. · Lecture notes in computer science · 521

Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations

2015 · Kanit Wongsuphasawat, Dominik Moritz, et al. · IEEE Transactions on Visualization and Computer Graphics · 508

Towards Better Analysis of Deep Convolutional Neural Networks

2016 · Mengchen Liu, Jiaxin Shi, et al. · IEEE Transactions on Visualization and Computer Graphics · 498

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Interactive dynamics for visual analysis

2012 · Jeffrey Heer, Ben Shneiderman · Communications of the ACM · 484

Characterizing debate performance via aggregated twitter sentiment

2010 · Nicholas A. Diakopoulos, David A. Shamma · ACM SIGCHI Conference on Human Factors in Computing Systems (CHI) · 472

Geovisual analytics for spatial decision support: Setting the research agenda

2007 · G. Andrienko, N. Andrienko, et al. · International Journal of Geographical Information Systems · 438

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Space, time and visual analytics

2010 · Gennady Andrienko, Natalia Andrienko, et al. · International Journal of Geographical Information Systems · 433

Mastering The Information Age: Solving Problems with Visual Analytics

2010 · Jarke J. van Wijk, Tobias Isenberg, et al. · 419

Challenges in Visual Data Analysis

2006 · D.A. Keim, F. Mansmann, et al. · Proceedings · 415

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Towards better analysis of machine learning models: A visual analytics perspective

2017 · Shixia Liu, Xiting Wang, et al. · Visual Informatics · 397

Attention and Visual Memory in Visualization and Computer Graphics

2011 · C. G. Healey, J. T. Enns · IEEE Transactions on Visualization and Computer Graphics · 391

Knowledge Generation Model for Visual Analytics

2014 · Dominik Sacha, Andreas Stoffel, et al. · IEEE Transactions on Visualization and Computer Graphics · 388

Works count: 11,040

Citation count: 124,900