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Diaforá: A Visualization Tool for the Comparison of Biological Taxonomies

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Part of the book series: Communications in Computer and Information Science ((CCIS,volume 1087))

Abstract

We address the problem of visualizing differences between two versions of a biological taxonomy. Given the dynamics of the taxonomic work, taxonomists are often faced with alternative versions of a taxonomy that need to be reconciled. Nevertheless, visual comparison of hierarchies is an open problem that involves several difficult challenges in Visual Analytics. First, how to display not one but two possibly large taxonomies on a fixed-size screen. Second, how to highlight all differences between the two taxonomies. We present Diaforá, an interactive tool that infers and visualizes the differences. Automatic inference is achieved by incorporating taxonomy rules to identify operations such as merging, splitting, and renaming of taxa, among others. Highlighting of differences is accomplished by using the edge drawing technique, which has been enhanced with a number of features suggested by users of a prototype version. Diaforá has been implemented and tested with real world taxonomies such as Bryozoa and Annelida as well as with artificial taxonomies.

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Notes

  1. 1.

    The exact number of species of macro organisms is unknown because it is estimated that only about 20% of them have been identified [3].

  2. 2.

    The word diaforá stands for difference in Greek.

  3. 3.

    https://www.tdwg.org/.

  4. 4.

    https://www.gbif.org/.

  5. 5.

    http://www.catalogueoflife.org/.

References

  1. Bach, B., Henry-Riche, N., Hurter, C., Marriott, K., Dwyer, T.: Towards unambiguous edge bundling: investigating confluent drawings for network visualization. IEEE Trans. Vis. Comput. Graph. 23(1), 541–550 (2017)

    Article  Google Scholar 

  2. Beck, F., Wiszniewsky, F.J., Burch, M., Diehl, S., Weiskopf, D.: Asymmetric visual hierarchy comparison with nested icicle plots. In: Joint Proceedings of the Fourth International Workshop on Euler Diagrams and the First International Workshop on Graph Visualization in Practice, pp. 53–62. GraphVIP (2014)

    Google Scholar 

  3. Census of Marine Life: How many species on Earth? About 8.7 million, new estimate says (2011). https://www.sciencedaily.com/releases/2011/08/110823180459.htm

  4. Dang, T., Franz, N., Ludäscher, B., Forbes, A.G.: ProvenanceMatrix: a visualization tool for multi-taxonomy alignments. In: Proceedings of the International Workshop on Visualizations and User Interfaces for Ontologies and Linked Data. CEUR Workshop Proceedings, vol. 1456, p. 13. CEUR-WS.org (2015)

    Google Scholar 

  5. Gleicher, M.: Considerations for visualizing comparison. IEEE Trans. Vis. Comput. Graph. 24(1), 413–423 (2018)

    Article  Google Scholar 

  6. Gleicher, M., Albers, D., Walker, R., Jusufi, I., Hansen, C.D., Roberts, J.C.: Visual comparison for information visualization. Inf. Vis. 10(4), 289–309 (2011)

    Article  Google Scholar 

  7. Graham, M., Craig, P., Kennedy, J.: Visualisation to aid biodiversity studies through accurate taxonomic reconciliation. In: Gray, A., Jeffery, K., Shao, J. (eds.) BNCOD 2008. LNCS, vol. 5071, pp. 280–291. Springer, Heidelberg (2008). https://doi.org/10.1007/978-3-540-70504-8_29

    Chapter  Google Scholar 

  8. Graham, M., Kennedy, J.: A survey of multiple tree visualisation. Inf. Vis. 9(4), 235–252 (2010)

    Article  Google Scholar 

  9. Guerra-Gómez, J.A., Buck-Coleman, A., Plaisant, C., Shneiderman, B.: TreeVersity: interactive visualizations for comparing two trees with structure and node value changes. In: Proceedings Conference of the Design Research Society, vol. 1, p. 10 (2012)

    Google Scholar 

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

    Article  Google Scholar 

  11. Holten, D., van Wijk, J.J.: Visual comparison of hierarchically organized data. Comput. Graph. Forum 27(3), 759–766 (2008)

    Article  Google Scholar 

  12. Jürgensmann, S., Schulz, H.J.: A visual survey of tree visualization. Poster at Proceedings of IEEE Information Visualization. IEEE (2010)

    Google Scholar 

  13. von Landesberger, T.: Insights by visual comparison: the state and challenges. IEEE Comput. Graph. Appl. 38(3), 140–148 (2018)

    Article  Google Scholar 

  14. Lin, C., Qiao, H., Wang, J., Ji, L.: The taxonomic tree tool. http://ttt.biodinfo.org/TF/

  15. Linn, C., Gmelin, J.F.: Systema naturae per regna tria naturae: secundum classes, ordines, genera, species, cum characteribus, differentiis, synonymis, locis., vol. Tomus 1. Impensis Georg Emanuel Beer, Lipsiae (1767)

    Google Scholar 

  16. Liu, Z., Zhan, S.H., Munzner, T.: Aggregated dendrograms for visual comparison between many phylogenetic trees. IEEE Trans. Vis. Comput. Graph. PP(99), 1 (2019). https://doi.org/10.1109/TVCG.2019.2898186

  17. Munzner, T., Guimbretière, F., Tasiran, S., Zhang, L., Zhou, Y.: TreeJuxtaposer: scalable tree comparison using Focus+Context with guaranteed visibility. ACM Trans. Graph. 22(3), 453–462 (2003)

    Article  Google Scholar 

  18. Plaisant, C., Fekete, J.D., Grinstein, G.: Promoting insight-based evaluation of visualizations: from contest to benchmark repository. IEEE Trans. Vis. Comput. Graph. 14(1), 120–134 (2008)

    Article  Google Scholar 

  19. Robinson, O., Dylus, D., Dessimoz, C.: Phylo.io: interactive viewing and comparison of large phylogenetic trees on the web. Mol. Biol. Evol. 33(8), 2163–2166 (2016)

    Article  Google Scholar 

  20. Rufiange, S., Melançcon, G.: AniMatrix: a matrix-based visualization of software evolution. In: Proceedings of the 2nd IEEE Working Conference on Software Visualization, VISSOFT 2014, pp. 137–146 (2014)

    Google Scholar 

  21. Sancho-Chavarria, L., Beck, F., Mata-Montero, E.: An expert study on hierarchy comparison methods applied to biological taxonomies curation. PeerJ Preprints 7, e27903v1 (2019). https://doi.org/10.7287/peerj.preprints.27903v1

  22. Sancho-Chavarria, L., Beck, F., Mata-Montero, E., Weiskopf, D.: Visual comparison of biological taxonomies: a task characterization. In: Poster Submitted and Presented at EuroVis2016 (2016)

    Google Scholar 

  23. Sancho-Chavarria, L., Beck, F., Weiskopf, D., Mata-Montero, E.: Task-based assessment of visualization tools for the comparison of biological taxonomies. Res. Ideas Outcomes 4 (2018). https://doi.org/10.3897/rio.4.e25742

  24. Schuh, R.T.: Biological Systematics: Principles and Applications. Cornell University Press, Ithaca (2000)

    Google Scholar 

  25. Teoh, S.T.: A study on multiple views for tree visualization, vol. 6495, p. 64950B. International Society for Optics and Photonics (2007)

    Google Scholar 

  26. Yi, J.S., ah Kang, Y., Stasko, J.: Toward a deeper understanding of the role of interaction in information visualization. IEEE Trans. Vis. Comput. Graph. 13(6), 1224–1231 (2007)

    Article  Google Scholar 

  27. Hong, J.Y., D’Andries, J., Richman, M., Westfall, M.: Zoomology: comparing two large hierarchical trees. In: Proceedings IEEE InfoVis Poster Compendium, pp. 120–121. IEEE Computer Society Press, Seattle (2003)

    Google Scholar 

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Acknowledgments

This research is funded in part by Instituto Tecnológico de Costa Rica. We also want to thank Computer Science student Bryan Hernández for his support on data acquisition and formatting.

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Correspondence to Lilliana Sancho-Chavarría .

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Sancho-Chavarría, L., Gómez-Soza, C., Beck, F., Mata-Montero, E. (2020). Diaforá: A Visualization Tool for the Comparison of Biological Taxonomies. In: Crespo-Mariño, J., Meneses-Rojas, E. (eds) High Performance Computing. CARLA 2019. Communications in Computer and Information Science, vol 1087. Springer, Cham. https://doi.org/10.1007/978-3-030-41005-6_29

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  • DOI: https://doi.org/10.1007/978-3-030-41005-6_29

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