On the Visualization of Hierarchical Relations and Tree Structures with TagSpheres

Tag clouds are widely applied, popular visualization techniques as they illustrate summaries of textual data in an intuitive, lucid manner. Many layout algorithms for tag clouds have been developed in the recent years, but none of these approaches is designed to reflect the notion of hierarchical distance. For that purpose, we introduce a novel tag cloud layout called TagSpheres. By arranging tags on various hierarchy levels and applying appropriate colors, the importance of individual tags to the observed topic gets assessable. To explore relationships among various hierarchy levels, we aim to place related tags closely. Various usage scenarios from the digital humanities, sports, aviation and natural disaster management point out the benefit of TagSpheres for different domains. In addition, we highlight that TagSpheres is also a novel layout approach for tree structures.

[1]  M. Sheelagh T. Carpendale,et al.  DocuBurst: Visualizing Document Content using Language Structure , 2009, Comput. Graph. Forum.

[2]  Martin Wattenberg,et al.  TIMELINESTag clouds and the case for vernacular visualization , 2008, INTR.

[3]  San Murugesan,et al.  Understanding Web 2.0 , 2007, IT Professional.

[4]  Lei Shi,et al.  Understanding text corpora with multiple facets , 2010, 2010 IEEE Symposium on Visual Analytics Science and Technology.

[5]  Wolfgang Kienreich,et al.  On the Beauty and Usability of Tag Clouds , 2008, 2008 12th International Conference Information Visualisation.

[6]  K. Head,et al.  Gravity for Beginners∗ , 2000 .

[7]  Ben Shneiderman,et al.  Treemaps for space-constrained visualization of hierarchies , 2005 .

[8]  Amy X. Zhang,et al.  Compare Clouds : Visualizing Text C orpora to Compare Media Frames , 2015 .

[9]  Michael Burch,et al.  RadCloud: Visualizing Multiple Texts with Merged Word Clouds , 2014, 2014 18th International Conference on Information Visualisation.

[10]  Greta Franzini,et al.  On Close and Distant Reading in Digital Humanities: A Survey and Future Challenges , 2015, EuroVis.

[11]  S. Milgram Psychological maps of Paris , 1976 .

[12]  Daniela Karin Rosner,et al.  Tag Clouds: Data Analysis Tool or Social Signaller? , 2008, Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS 2008).

[13]  Cynthia A. Brewer,et al.  ColorBrewer.org: An Online Tool for Selecting Colour Schemes for Maps , 2003 .

[14]  Furu Wei,et al.  Context preserving dynamic word cloud visualization , 2010, 2010 IEEE Pacific Visualization Symposium (PacificVis).

[15]  Erik-Jan van der Linden,et al.  Visualizing Business Data with Generalized Treemaps , 2006, IEEE Transactions on Visualization and Computer Graphics.

[16]  Martin Wattenberg,et al.  Parallel Tag Clouds to explore and analyze faceted text corpora , 2009, 2009 IEEE Symposium on Visual Analytics Science and Technology.

[17]  Lin Lu,et al.  Variational circular treemaps for interactive visualization of hierarchical data , 2015, 2015 IEEE Pacific Visualization Symposium (PacificVis).

[18]  Stephen G. Kobourov,et al.  Experimental Comparison of Semantic Word Clouds , 2014, SEA.

[19]  Gilles Deleuze,et al.  Tausend plateaus : Kapitalismus und Schizophrenie , 1992 .

[20]  Rosane Minghim,et al.  Semantic Wordification of Document Collections , 2012, Comput. Graph. Forum.

[21]  Mao Lin Huang,et al.  A space-optimized tree visualization , 2002, IEEE Symposium on Information Visualization, 2002. INFOVIS 2002..

[22]  Colin Ware,et al.  Information Visualization: Perception for Design , 2000 .

[23]  Martin Wattenberg,et al.  ManyEyes: a Site for Visualization at Internet Scale , 2007, IEEE Transactions on Visualization and Computer Graphics.

[24]  Gerik Scheuermann,et al.  TagSpheres: Visualizing Hierarchical Relations in Tag Clouds , 2016, VISIGRAPP.

[25]  Xiaotong Liu,et al.  Supporting multifaceted viewing of word clouds with focus+context display , 2015, Inf. Vis..

[26]  M. Sheelagh T. Carpendale,et al.  SparkClouds: Visualizing Trends in Tag Clouds , 2010, IEEE Transactions on Visualization and Computer Graphics.

[27]  Martin Wattenberg,et al.  Participatory Visualization with Wordle , 2009, IEEE Transactions on Visualization and Computer Graphics.

[28]  Danny Holten,et al.  Hierarchical Edge Bundles: Visualization of Adjacency Relations in Hierarchical Data , 2006, IEEE Transactions on Visualization and Computer Graphics.

[29]  Michael Burch,et al.  Concentri Cloud: Word Cloud Visualization for Multiple Text Documents , 2015, 2015 19th International Conference on Information Visualisation.

[30]  Chris North,et al.  ReCloud: semantics-based word cloud visualization of user reviews , 2014, Graphics Interface.

[31]  Manfred Tscheligi,et al.  Patterns in the Clouds - The Effects of Clustered Presentation on Tag Cloud Interaction , 2011, HCIV.

[32]  Michael Cardew-Hall,et al.  The folksonomy tag cloud: when is it useful? , 2008, J. Inf. Sci..

[33]  Kwan-Liu Ma,et al.  Semantic‐Preserving Word Clouds by Seam Carving , 2011, Comput. Graph. Forum.

[34]  Manfred Tscheligi,et al.  FacetClouds: exploring tag clouds for multi-dimensional data , 2013, Graphics Interface.

[35]  Benoît Otjacques,et al.  Weighted maps: treemap visualization of geolocated quantitative data , 2015, Electronic Imaging.

[36]  Chao-Hung Lin,et al.  Morphable Word Clouds for Time-Varying Text Data Visualization , 2015, IEEE Transactions on Visualization and Computer Graphics.

[37]  Wolfgang Kienreich,et al.  Visualizing Text Classification Models with Voronoi Word Clouds , 2011 .

[38]  Bongshin Lee,et al.  WordlePlus: Expanding Wordle's Use through Natural Interaction and Animation , 2015, IEEE Computer Graphics and Applications.

[39]  Charles A. Sutton,et al.  Word storms: multiples of word clouds for visual comparison of documents , 2013, WWW.

[40]  Hans-Jörg Schulz,et al.  Treevis.net: A Tree Visualization Reference , 2011, IEEE Computer Graphics and Applications.

[41]  Heidrun Schumann,et al.  Visualizing Tags with Spatiotemporal References , 2011, 2011 15th International Conference on Information Visualisation.

[42]  Steffen Lohmann,et al.  Comparison of Tag Cloud Layouts: Task-Related Performance and Visual Exploration , 2009, INTERACT.

[43]  Carl Gutwin,et al.  Seeing things in the clouds: the effect of visual features on tag cloud selections , 2008, Hypertext.