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2017 | OriginalPaper | Buchkapitel

On the Visualization of Hierarchical Relations and Tree Structures with TagSpheres

verfasst von : Stefan Jänicke, Gerik Scheuermann

Erschienen in: Computer Vision, Imaging and Computer Graphics Theory and Applications

Verlag: Springer International Publishing

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Abstract

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.

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Vorheriges Kapitel Appealing Avatars from 3D Body Scans: Perceptual Effects of Stylization

Nächstes Kapitel Visual Analysis of Character and Plot Information Extracted from Narrative Text

http://www.wordle.net/.

http://tagspheres.vizcovery.org.

http://exchange-projekt.de/.

http://openflights.org/data.html.

http://www.iata.org/services/pages/codes.aspx.

https://www.google.com/flights/.

http://www.worldriskreport.org/.

http://tinyurl.com/htkw8h8.

http://biblefamilytree.info/.

Milgram, S., Jodelet, D.: Psychological maps of Paris. In: Environmental Psychology, pp. 104–124 (1976)

Deleuze, G., Guattari, F.: Tausend Plateaus. Kapitalismus und Schizophrenie II. Merve Verlag, Berlin (1992)

Sinclair, J., Cardew-Hall, M.: The folksonomy tag cloud: when is it useful? J. Inf. Sci. 34, 15–29 (2008)CrossRef

Viégas, F.B., Wattenberg, M.: TIMELINES: tag clouds and the case for vernacular visualization. Interactions 15, 49–52 (2008)CrossRef

Hearst, M., Rosner, D.: Tag clouds: data analysis tool or social signaller? In: Proceedings of the 41st Annual Hawaii International Conference on System Sciences, p. 160 (2008)

Viégas, F., Wattenberg, M., Feinberg, J.: Participatory visualization with wordle. IEEE Trans. Vis. Comput. Graph. 15, 1137–1144 (2009)CrossRef

Viégas, F., Wattenberg, M., van Ham, F., Kriss, J., McKeon, M.: ManyEyes: a site for visualization at internet scale. IEEE Trans. Vis. Comput. Graph. 13, 1121–1128 (2007)CrossRef

Murugesan, S.: Understanding Web 2.0. IT Prof. 9, 34–41 (2007)CrossRef

Jo, J., Lee, B., Seo, J.: WordlePlus: expanding wordle’s use through natural interaction and animation. Comput. Graph. Appl. 35(6), 20–28 (2015). IEEECrossRef

10.

Lohmann, S., Ziegler, J., Tetzlaff, L.: Comparison of Tag Cloud Layouts: Task-Related Performance and Visual Exploration. In: Gross, T., Gulliksen, J., Kotzé, P., Oestreicher, L., Palanque, P., Prates, R.O., Winckler, M. (eds.) INTERACT 2009. LNCS, vol. 5726, pp. 392–404. Springer, Heidelberg (2009). doi:10.1007/978-3-642-03655-2_43 CrossRef

11.

Schrammel, J., Tscheligi, M.: Patterns in the clouds - the effects of clustered presentation on tag cloud interaction. In: Ebert, A., Veer, G.C., Domik, G., Gershon, N.D., Scheler, I. (eds.) HCIV -2011. LNCS, vol. 8345, pp. 124–132. Springer, Heidelberg (2014). doi:10.1007/978-3-642-54894-9_9 CrossRef

12.

Cui, W., Wu, Y., Liu, S., Wei, F., Zhou, M., Qu, H.: Context preserving dynamic word cloud visualization. In: Pacific Visualization Symposium (PacificVis), pp. 121–128. IEEE (2010)

13.

Wang, J., Zhao, J., Guo, S., North, C., Ramakrishnan, N.: ReCloud: semantics-based word cloud visualization of user reviews. In: Proceedings of the 2014 Graphics Interface Conference, GI 2014, pp. 151–158. Canadian Information Processing Society (2014)

14.

Liu, X., Shen, H.W., Hu, Y.: Supporting multifaceted viewing of word clouds with focus+context display. Inf. Vis. 14(2), 168–180 (2014)CrossRef

15.

Wu, Y., Provan, T., Wei, F., Liu, S., Ma, K.L.: Semantic-preserving word clouds by seam carving. In: Computer Graphics Forum, vol. 30, pp. 741–750. Wiley Online Library (2011)

16.

Barth, L., Kobourov, S.G., Pupyrev, S.: Experimental comparison of semantic word clouds. In: Gudmundsson, J., Katajainen, J. (eds.) SEA 2014. LNCS, vol. 8504, pp. 247–258. Springer, Cham (2014). doi:10.1007/978-3-319-07959-2_21

17.

Paulovich, F.V., Toledo, F., Telles, G.P., Minghim, R., Nonato, L.G.: Semantic wordification of document collections. In: Computer Graphics Forum, vol. 31, pp. 1145–1153. Wiley Online Library (2012)

18.

Nguyen, D.Q., Tominski, C., Schumann, H., Ta, T.A.: Visualizing tags with spatiotemporal references. In: 2011 15th International Conference on Information Visualisation (IV), pp. 32–39 (2011)

19.

Seifert, C., Kienreich, W., Granitzer, M.: Visualizing text classification models with voronoi word clouds. In: Proceedings of the International Conference Information Visualisation (IV), London (2011)

20.

Shneiderman, B., Plaisant, C.: Treemaps for Space-Constrained Visualization of Hierarchies (1998)

21.

Weskamp, M.: Newsmap (2015). http://newsmap.jp/. Accessed 15 Nov 2015

22.

Chi, M., Lin, S., Chen, S., Lin, C., Lee, T.: Morphable word clouds for time-varying text data visualization. IEEE Trans. Vis. Comput. Graph. 21, 1415–1426 (2015)CrossRef

23.

Lohmann, S., Heimerl, F., Bopp, F., Burch, M., Ertl, T.: ConcentriCloud: word cloud visualization for multiple text documents. In: 19th International Conference on Information Visualisation (2015)

24.

Castellà, Q., Sutton, C.: Word storms: multiples of word clouds for visual comparison of documents. In: Proceedings of the 23rd International Conference on World Wide Web, WWW 2014, pp. 665–676. ACM (2014)

25.

Collins, C., Viégas, F., Wattenberg, M.: Parallel tag clouds to explore and analyze faceted text corpora. In: IEEE Symposium on Visual Analytics Science and Technology, VAST 2009, pp. 91–98 (2009)

26.

Lee, B., Riche, N., Karlson, A., Carpendale, S.: SparkClouds: visualizing trends in tag clouds. IEEE Trans. Vis. Comput. Graph. 16, 1182–1189 (2010)CrossRef

27.

Shi, L., Wei, F., Liu, S., Tan, L., Lian, X., Zhou, M.: Understanding text corpora with multiple facets. In: 2010 IEEE Symposium on Visual Analytics Science and Technology (VAST), pp. 99–106 (2010)

28.

Burch, M., Lohmann, S., Beck, F., Rodriguez, N., Di Silvestro, L., Weiskopf, D.: RadCloud: visualizing multiple texts with merged word clouds. In: 2014 18th International Conference on Information Visualisation (IV), pp. 108–113 (2014)

29.

Diakopoulos, N., Elgesem, D., Salway, A., Zhang, A., Hofland, K.: Compare clouds: visualizing text corpora to compare media frames. In: Proceedings of IUI Workshop on Visual Text Analytics (2015)

30.

Jänicke, S., Blumenstein, J., Rücker, M., Zeckzer, D., Scheuermann, G.: Visualizing the results of search queries on ancient text corpora with tag pies. In: Digital Humanities Quarterly (2016)

31.

Bateman, S., Gutwin, C., Nacenta, M.: Seeing things in the clouds: the effect of visual features on tag cloud selections. In: Proceedings of the Nineteenth ACM Conference on Hypertext and Hypermedia, HT 2008, pp. 193–202. ACM (2008)

32.

Waldner, M., Schrammel, J., Klein, M., Kristjánsdóttir, K., Unger, D., Tscheligi, M.: FacetClouds: exploring tag clouds for multi-dimensional data. In: Proceedings of Graphics Interface 2013, GI 2013, pp. 17–24. Canadian Information Processing Society (2013)

33.

Harrower, M., Brewer, C.A.: ColorBrewer.org: an online tool for selecting colour schemes for maps. Cartogr. J. 40, 27–37 (2003)CrossRef

34.

Ware, C.: Information Visualization: Perception for Design. Elsevier (2013)

35.

Seifert, C., Kump, B., Kienreich, W., Granitzer, G., Granitzer, M.: On the beauty and usability of tag clouds. In: 12th International Conference on Information Visualisation, IV 2008, pp. 17–25 (2008)

36.

Jänicke, S., Franzini, G., Cheema, M.F., Scheuermann, G.: On close and distant reading in digital humanities: a survey and future challenges. In: Borgo, R., Ganovelli, F., Viola, I. (eds.) Eurographics Conference on Visualization (EuroVis) - STARs. The Eurographics Association (2015)

37.

Head, K.: Gravity for Beginners. University of British Columbia 2053 (2003)

38.

Schulz, H.J.: Treevis.net: a tree visualization reference. IEEE Comput. Graphics Appl. 31, 11–15 (2011)CrossRef

39.

Nguyen, Q.V., Huang, M.L.: A space-optimized tree visualization. In: IEEE Symposium on Information Visualization, INFOVIS 2002, pp. 85–92 (2002)

40.

Holten, D.: Hierarchical edge bundles: visualization of adjacency relations in hierarchical data. IEEE Trans. Vis. Comput. Graph. 12, 741–748 (2006)CrossRef

41.

Zhao, H., Lu, L.: Variational circular treemaps for interactive visualization of hierarchical data. In: 2015 IEEE Pacific Visualization Symposium (PacificVis), pp. 81–85 (2015)

42.

Vliegen, R., van Wijk, J.J., van Der Linden, E.J.: Visualizing business data with generalized treemaps. IEEE Trans. Vis. Comput. Graph. 12, 789–796 (2006)CrossRef

43.

Collins, C., Carpendale, S., Penn, G.: DocuBurst: visualizing document content using language structure. Comput. Graph. Forum 28, 1039–1046 (2009)CrossRef

44.

Ghoniem, M., Cornil, M., Broeksema, B., Stefas, M., Otjacques, B.: Weighted maps: treemap visualization of geolocated quantitative data. In: IS&T/SPIE Electronic Imaging, International Society for Optics and Photonics, p. 93970G (2015)

45.

Jänicke, S., Scheuermann, G.: Tagspheres: Visualizing hierarchical relations in tag clouds. In: GRAPP/IVApp (2016)

Titel: On the Visualization of Hierarchical Relations and Tree Structures with TagSpheres
verfasst von: Stefan Jänicke
Gerik Scheuermann
Verlag: Springer International Publishing
Buch: Computer Vision, Imaging and Computer Graphics Theory and Applications
Print ISBN: 978-3-319-64869-9

Electronic ISBN: 978-3-319-64870-5

Copyright-Jahr: 2017
DOI: https://doi.org/10.1007/978-3-319-64870-5_10

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