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A taxonomy of visualization techniques using the data state reference model

E.H. Chi
IEEE Symposium on Information Visualization 2000. INFOVIS 2000. Proceedings  
In this paper, we will extend and then propose a new way to taxonomize information visualization techniques by using the Data State Model [Chi98] .  ...  The paper shows that the Data State Model not only helps researchers understand the space of design, but also helps implementers understand how information visualization techniques can be applied more  ...  Stu Card provided many discussions on the details of the Information Visualization Data State Reference Model. I thank Allison Woodruff, Rob Reeder, and Chris Olston for comments on the drafts.  ... 
doi:10.1109/infvis.2000.885092 dblp:conf/infovis/Chi00 fatcat:ewekyeget5drzl7inljoa6jfjq

Reviewing Data Visualization: an Analytical Taxonomical Study [article]

Jose F. Rodrigues Jr., Agma J. M. Traina, Maria Cristina F. de Oliveira, Caetano Traina Jr
2015 arXiv   pre-print
For doing so, we depart from elementary concepts to reach a model that can describe how visualization techniques work and how they convey meaning.  ...  This paper presents an analytical taxonomy that can suitably describe, rather than simply classify, techniques for data presentation.  ...  Section 2 reviews former taxonomies from the literature, section 3 presents the basic components of visualization techniques, used as elements for our proposed taxonomy.  ... 
arXiv:1506.02976v1 fatcat:ndncrsdyc5ba3kk6z6aoeoh7zq

The Spatial-Perceptual Design Space: A New Comprehension for Data Visualization

José Fernando Rodrigues, Agma JM Traina, Maria Cristina F. de Oliveira, Caetano Traina
2007 Information Visualization  
This model has leaded us to a taxonomy oriented to the human visual perception, a conceptualization that provides natural criteria in order to delineate a novel understanding for the visualization design  ...  The new organization of concepts that we introduce is our main contribution: a grammar for the visualization design based on the review of former works and of classical and state-of-the-art techniques.  ...  A top-down model Our model states that a visualization is achieved by carrying out a sequence of steps that starts with the spatialization of a set of data items.  ... 
doi:10.1057/palgrave.ivs.9500161 fatcat:aakavsuw3bedxebc6vx6jd24ne

Directions for Methodological Research in Information Visualization

Brock Craft, Paul Cairns
2008 2008 12th International Conference Information Visualisation  
However, the techniques which visualizations use to enhance cognition of data are not widely known outside the field.  ...  Consequently, people who seek to build new information visualization tools are left to consult design examples, guidelines, and reference models, which do not adequately describe the visualization design  ...  Discussion The four identified categories of research, Examples, Taxonomies, Guidelines, and Reference Models represent the current state of knowledge in the design of Information Visualization systems  ... 
doi:10.1109/iv.2008.88 dblp:conf/iv/CraftC08 fatcat:afq5wlqmfvajvmcrtrewtsn5ke

Watch this: A taxonomy for dynamic data visualization

Joseph A. Cottam, Andrew Lumsdaine, Chris Weaver
2012 2012 IEEE Conference on Visual Analytics Science and Technology (VAST)  
The taxonomy presented provides a reference point for further exploration of dynamic data visualization techniques.  ...  In this paper, we focus on the impact of dynamic data. We present a taxonomy and conceptual framework for understanding how data changes influence the interpretability of visual representations.  ...  ACKNOWLEDGEMENTS This work is partially by a grant from the Lilly Endowment and and NSF Grant No. 1111888.  ... 
doi:10.1109/vast.2012.6400552 dblp:conf/ieeevast/CottamLW12 fatcat:uswd2vegjjejtbkp4c3f4sif4i

Interaction Taxonomy for Tracking of User Actions in Visual Analytics Applications [chapter]

Tatiana von Landesberger, Sebastian Fiebig, Sebastian Bremm, Arjan Kuijper, Dieter W. Fellner
2013 Handbook of Human Centric Visualization  
At present, however, only separate taxonomies for interaction techniques exist in these three fields. Each taxonomy covers only a part of the actions undertaken in Visual Analytics.  ...  We therefore first compare them and then elaborate a new integrated taxonomy in the context of Visual Analytics.  ...  We are thankful to our partners within the THESEUS program for providing us with the data.  ... 
doi:10.1007/978-1-4614-7485-2_26 fatcat:l53ubtdsirhj5js4zz7ckepy3a

Text visualization techniques: Taxonomy, visual survey, and community insights

Kostiantyn Kucher, Andreas Kerren
2015 2015 IEEE Pacific Visualization Symposium (PacificVis)  
By using the interaction panel on the left hand side, researchers can look for specific visualization techniques and filter out entries with respect to a set of categories (cf. the taxonomy given in Sect  ...  We describe the taxonomy used for categorization of text visualization techniques and compare it to approaches employed in several other surveys.  ...  ACKNOWLEDGEMENTS The authors wish to thank Hans-Jörg Schulz and Christian Tominski from the University of Rostock, Germany, for the inspiration and access to their source codes as well as their valuable  ... 
doi:10.1109/pacificvis.2015.7156366 dblp:conf/apvis/KucherK15 fatcat:eeokgvbp3bgvln2xpdhi3viqnq

Taxonomy of User Intention and Benefits of Visualization for Financial and Accounting Data Analysis [chapter]

Snezana Savoska, Suzana Loshkovska
2014 Advances in Intelligent Systems and Computing  
This taxonomy takes into consideration users' intentions and the benefits of visualization for analysts, businessmen and managers who use financial and accounting data.  ...  Creating this kind of a taxonomic model for visualization of multidimensional and multivariate financial or accounting data implies a possibility for introducing an automatic selection of a visualization  ...  The taxonomy that avoids the data-centric aspect is the Data State Reference Model [7] .  ... 
doi:10.1007/978-3-319-01466-1_19 fatcat:eazzqzxyszhmdem2nvniq3wbty

Modelling Interactive, Three-Dimensional Information Visualizations [chapter]

Gerald Jaeschke, Piklu Gupta, Matthias Hemmje
2005 Lecture Notes in Computer Science  
We believe that the lack of such a lingua franca hinders communication on and application of information visualization techniques.  ...  However, there is no model in place that describes the nature of information visualization in a coherent, detailed, and well-defined way.  ...  Information Visualization Operating Steps. The data state reference model (Chi, 2000) describes visualization techniques with a focus on data and its transformations.  ... 
doi:10.1007/978-3-540-31842-2_20 fatcat:fbt5quqwybg6xolg3r6g23zfna

Bridging Text Visualization and Mining: A Task-Driven Survey

Shixia Liu, Xiting Wang, Christopher Collins, Wenwen Dou, Fangxin Ouyang, Mennatallah El-Assady, Liu Jiang, Daniel Keim
2018 IEEE Transactions on Visualization and Computer Graphics  
From the analysis, we derived around 300 concepts (visualization techniques, mining techniques, and analysis tasks) and built a taxonomy for each type of concept.  ...  Our research can be used as a stepping-stone for other researchers to 1) understand a common set of concepts used in this research topic; 2) facilitate the exploration of the relationships between visualization  ...  To find the state-of-the-art techniques, we drilled into a relevant mining technique: "static topic models." Examples of several static topic models are shown in Fig. 13 .  ... 
doi:10.1109/tvcg.2018.2834341 pmid:29993887 fatcat:6c5ocda3hfci3hnibarlc3w23y

A Taxonomy of Integration Techniques for Spatial and Non-Spatial Visualizations [article]

Johannes Sorger, Thomas Ortner, Harald Piringer, Gerd Hesina, Eduard Gröller
2015 International Symposium on Vision, Modeling, and Visualization  
The contribution of this paper is a taxonomy that describes a holistic design space for integrating components of spatial and abstract visualizations.  ...  Our taxonomy provides an alternative view on the field of visualization in a time where the border between scientific and information visualization becomes blurred.  ...  Acknowledgments This work has been supported in the scope of the FWFfunded project P24597-N23 (VISAR) as well as by the Austrian Funding Agency (FFG) within the scope of the COMET K1 program.  ... 
doi:10.2312/vmv.20151258 dblp:conf/vmv/SorgerOPHG15 fatcat:l74hyy53yrdlnl3gkcirg6dgza

Survey of Surveys (SoS) - Mapping The Landscape of Survey Papers in Information Visualization

Liam McNabb, Robert S. Laramee
2017 Computer graphics forum (Print)  
It is a valuable resource for both newcomers and experienced researchers in and outside the field of Information Visualization and Visual Analytics.  ...  Survey papers and literature reviews are valuable tools for managing the great volume of previously published research papers, and the quantity of survey papers in visualization has reached a critical  ...  Knowledge Economy Skills Scholarships (KESS) is a pan-Wales higher level skills initiative led by Bangor University on behalf of the HE sector in Wales.  ... 
doi:10.1111/cgf.13212 fatcat:qigtjtvbvfcixk6aa4qt7unsdy

Toward effective insight management in visual analytics systems

Yang Chen, Jing Yang, William Ribarsky
2009 2009 IEEE Pacific Visualization Symposium  
We then propose a conceptual framework of fact management based upon this fact taxonomy. A concrete scenario of visual sense making on real data sets illustrates how this FMF will work.  ...  Different from the mental model, the type of facts that can be discovered from data is predictable and applicationindependent.  ...  Department of Homeland Security Program, under the auspices of the Southeastern Regional Visualization and Analytics Center.  ... 
doi:10.1109/pacificvis.2009.4906837 dblp:conf/apvis/ChenYR09 fatcat:dmvydmmm2zgkzkwgniitn5lopu


B. H. Sibolla, T. Van Zyl, S. Coetzee
2016 ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
The adopted taxonomy will then be used to develop the information model for the visualisation library in a further study.  ...  Based on the review, an adopted taxonomy for visualisation of geospatial streaming data is presented. Example applications of this taxonomy are also provided.  ...  State Model.  ... 
doi:10.5194/isprs-annals-iii-2-129-2016 fatcat:qljlob77hrgl7fysawrwvsdbii


B. H. Sibolla, T. Van Zyl, S. Coetzee
2016 ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
The adopted taxonomy will then be used to develop the information model for the visualisation library in a further study.  ...  Based on the review, an adopted taxonomy for visualisation of geospatial streaming data is presented. Example applications of this taxonomy are also provided.  ...  State Model.  ... 
doi:10.5194/isprsannals-iii-2-129-2016 fatcat:4qsves6hbbgl5jhh2e7rcobtmm
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