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Exploring information visualization

Margit Pohl, Sylvia Wiltner, Silvia Miksch
2010 Proceedings of the 3rd BELIV'10 Workshop on BEyond time and errors: novel evaLuation methods for Information Visualization - BELIV '10  
Interactive Information Visualization methods engage users in exploratory behavior. Detailed information about such processes can help developers to improve the design of such methods.  ...  More research is necessary to show whether similar interaction patterns can be found for the usage of other InfoVis methodologies as well.  ...  The exploratory nature of searching for information with the aid of InfoVis methods makes this evaluation process especially difficult.  ... 
doi:10.1145/2110192.2110195 dblp:conf/beliv/PohlWM10 fatcat:hssfraajvrapljlbym25swgqte

Evaluating an InfoVis Technique Using Insight Reports

Markus Rester, Margit Pohl, Sylvia Wiltner, Klaus Hinum, Silvia Miksch, Christian Popow, Susanne Ohmann
2007 Information Visualisation  
The following article describes the results of an empirical study assessing the contribution of an interactive InfoVis method based on a spring metaphor (GRAVI), Exploratory Data Analysis (EDA) and Machine  ...  The evaluation of Information Visualization (InfoVis) techniques can help to identify specific strengths and weaknesses of these methods.  ...  Acknowledgments The project "Interactive Information Visualization: Exploring and Supporting Human Reasoning Processes" is financed by the Vienna Science and Technology Fund (WWTF) [Grant WWTF CI038].  ... 
doi:10.1109/iv.2007.44 dblp:conf/iv/ResterPWHMPO07 fatcat:b55bqqaplzdjbjcpu3dggm3yme

The Value of Information Visualization [chapter]

Jean-Daniel Fekete, Jarke J. van Wijk, John T. Stasko, Chris North
2008 Lecture Notes in Computer Science  
In this paper we consider information visualization from different points of view, and gather arguments to explain the value of our field.  ...  To convince broader audiences, and also, to understand the intrinsic qualities of visualization is more difficult, however.  ...  For these reasons and others, InfoVis is fundamentally challenging to evaluate [17] .  ... 
doi:10.1007/978-3-540-70956-5_1 fatcat:gxceul3f4fe5fe4qmpes5gavv4

Workshop Report: Information Visualization–Human-Centered Issues in Visual Representation, Interaction, and Evaluation

Andreas Kerren, John T. Stasko, Jean-Daniel Fekete, Chris North
2007 Information Visualization  
Last but not least, the seminar would not have been possible without the great help of the staff of Dagstuhl Castle. We would like to acknowledge all of them for their assistance.  ...  Acknowledgements We thank all participants at the seminar for the lively discussions as well as the scientific directorate of Dagstuhl Castle for giving us the opportunity to organize this event.  ...  An important issue is that some reviewers might not have expertise in all evaluation methods, and so the InfoVis Conference reviewer database should have more subcategories for evaluation expertise.  ... 
doi:10.1057/palgrave.ivs.9500160 fatcat:rb4lsaj45rerbkufrkupcpapqy

Information visualisation and machine learning: latest trends towards convergence

Benoît Frénay, Bruno Dumas, John A. Lee
2018 The European Symposium on Artificial Neural Networks  
In the context of machine learning, beyond the informational and exploratory use of infovis, users' feedback can for example be highly informational to drive the dimensionality reduction process.  ...  It aims to gather researchers that integrate users in the core of ML methods for infovis.  ...  Acknowledgement Benoît Frénay would like to thank his research team, in particular Adrien Bibal and Minh Viet, for fruitful discussions about ML and information visualisation.  ... 
dblp:conf/esann/FrenayDL18 fatcat:4ybhymm6vba2pm3mmqt6r2qjkm

Architectural Research in Information Visualization: 10 Years after

Julio Bermudez, Jim Agutter, Stefano Foresti
2006 International Journal of Architectural Computing  
Although we have been reporting in aspects of this work for the past 7 years, this paper covers unpublished knowledge, design methods, operational strategies, and other details that bring together all  ...  the material published by our group thus far into a comprehensive and useful whole.We conclude by presenting our latest InfoVis design work in Network Security.  ...  The application of systematic evaluations throughout the whole process to feedback directly into the design process.  ... 
doi:10.1260/147807706778658810 fatcat:hy4ttiq2jbctrcmxtb263bq324

Analysing Interactivity in Information Visualisation

Margit Pohl, Sylvia Wiltner, Silvia Miksch, Wolfgang Aigner, Alexander Rind
2012 Künstliche Intelligenz  
These patterns are an indication of strategies users adopt to find solutions. Identifying such patterns may help in improving the design of future information visualisation systems.  ...  Modern information visualisation systems do not only support interactivity but also increasingly complex problem solving.  ...  Furthermore, this work was supported by the Bridge program of the Austrian Research Promotion Agency (project no. 814316) and conducted in cooperation with Danube University Krems, Vienna University of  ... 
doi:10.1007/s13218-012-0167-6 fatcat:vrt6rweoofcqliokenr3pbp3da

How to Investigate Interaction with Information Visualisation: An Overview of Methodologies [chapter]

Margit Pohl, Florian Scholz
2014 Lecture Notes in Computer Science  
A combination of two or three of these methods might help to overcome the weaknesses.  ...  Researchers have suggested to develop a science of interaction. In this paper we discuss which research methods might be appropriate to study interaction with information visualisation systems.  ...  This work is conducted in the context of the CVAST -Centre of Visual Analytics Science and Technology project.  ... 
doi:10.1007/978-3-642-54894-9_3 fatcat:pxvo35c4mzfk5eqeatb63al5dq

A survey on information visualization: recent advances and challenges

Shixia Liu, Weiwei Cui, Yingcai Wu, Mengchen Liu
2014 The Visual Computer  
Information visualization (InfoVis), the study of transforming data, information, and knowledge into interactive visual representations, is very important to users because it provides mental models of  ...  At the conclusion of this survey, we identify existing technical challenges and propose directions for future research.  ...  Through an extensive study of over 800 visualization publications, the authors divided the existing evaluation methods into seven scenarios: evaluating visual data analysis and reasoning, evaluating user  ... 
doi:10.1007/s00371-013-0892-3 fatcat:k2y4xrmffzghvldzn6fg2tkjqi

Geovisualization and synergies from InfoVis and Visual Analytics

Gennady Andreinko, Mikael Jern, Jason Dykes, Sara Fabrikant, Chris Weaver
2007 Information Visualisation  
Geovisualization (GeoViz) is an intrinsically complex process.  ...  An integration of interactive and reporting tools would improve the communication and dissemination process.  ...  An important task is to design computational data analysis methods so that they integrate visualizations and interactive visual interfaces in order to involve users in the process of data analysis.  ... 
doi:10.1109/iv.2007.57 dblp:conf/iv/AndreinkoJDFW07 fatcat:v4nyjjmyz5czfbthbkzo45yyui

Bridging Information Visualization with Machine Learning (Dagstuhl Seminar 15101)

Daniel A. Keim, Tamara Munzner, Fabrice Rossi, Michael Verleysen, Marc Herbstritt
2015 Dagstuhl Reports  
This report documents the program and the outcomes of Dagstuhl Seminar 15101 "Bridging Information Visualization with Machine Learning".  ...  The main goal of this second seminar was to identify important challenges to overcome in order to build systems that integrate machine learning and information visualization.  ...  This calls for a combination of the two fields, such that it becomes possible to address these challenged with integrated methods which can automate inference wherever possible, but which can use interactive  ... 
doi:10.4230/dagrep.5.3.1 dblp:journals/dagstuhl-reports/KeimMRV15 fatcat:tkowwfgn5baonczdk24lus5sea

Casual Information Visualization: Depictions of Data in Everyday Life

Zachary Pousman, John Stasko, Michael Mateas
2007 IEEE Transactions on Visualization and Computer Graphics  
Traditional infovis systems, techniques, and methods do not easily lend themselves to the broad range of user populations, from expert to novices, or from work tasks to more everyday situations.  ...  First, we demonstrate how blurry the boundary of infovis is by examining systems that exhibit many of the putative properties of infovis systems, but perhaps would not be considered so.  ...  ACKNOWLEDGEMENTS The authors wish to thank J. Clawson, C. Plaue, R. Amar, and K. Boehner for their comments on drafts of this paper.  ... 
doi:10.1109/tvcg.2007.70541 pmid:17968058 fatcat:hnk7xs5lhnfbrexz6zsggol4n4

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

C. Plaisant, J.-D. Fekete, G. Grinstein
2008 IEEE Transactions on Visualization and Computer Graphics  
Information Visualization (InfoVis) is now an accepted and growing field but questions remain about the best uses for and the maturity of novel visualizations.  ...  We give a summary of the state of the art of evaluation in information visualization, describe the three contests, summarize their results, discuss outcomes and lessons learned, and conjecture the future  ...  Acknowledgements For all the contests, we thank the organizers of the IEEE Visualization InfoVis Symposium, in particular John Dill, Tamara Munzner and Stephen Spencer, members of the InfoVis community  ... 
doi:10.1109/tvcg.2007.70412 pmid:17993707 fatcat:saiz6tzturakxeufufwjhnhdjm

Benefitting InfoVis with Visual Difficulties

J. Hullman, E. Adar, P. Shah
2011 IEEE Transactions on Visualization and Computer Graphics  
We identify implications of this view for the design and evaluation of information visualizations.  ...  We identify conditions under which the application of visual difficulties is appropriate based on underlying factors in visualization interaction like active processing and engagement.  ...  Newman, the Michigan Interactive and Social Computing (MISC) group at the University of Michigan, and to the reviewers for their helpful feedback.  ... 
doi:10.1109/tvcg.2011.175 pmid:22034340 fatcat:2vvorifperaljacrmc7hwbfmb4

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

Zhicheng Liu, J T Stasko
2010 IEEE Transactions on Visualization and Computer Graphics  
Finally we discuss the implications of our approach for design, evaluation and theory development.  ...  We present a top-down perspective of reasoning as model construction and simulation, and discuss the role of visualization in model based reasoning.  ...  ACKNOWLEDGMENTS We are grateful to Nancy Nersessian for the insightful discussions and comments on earlier versions of this paper.  ... 
doi:10.1109/tvcg.2010.177 pmid:20975137 fatcat:umaihwk4yzefzmrxdgaoc5o3w4
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