Towards the Statistical Analysis and Visualization of Places (Short Paper)

Authors René Westerholt, Mathias Gröbe, Alexander Zipf, Dirk Burghardt



PDF
Thumbnail PDF

File

LIPIcs.GISCIENCE.2018.63.pdf
  • Filesize: 0.61 MB
  • 7 pages

Document Identifiers

Author Details

René Westerholt
  • Heidelberg University, Institute of Geography, Heidelberg, Germany
Mathias Gröbe
  • TU Dresden, Institute for Cartography, Dresden, Germany
Alexander Zipf
  • Heidelberg University, Institute of Geography, Heidelberg, Germany
Dirk Burghardt
  • TU Dresden, Institute for Cartography, Dresden, Germany

Cite AsGet BibTex

René Westerholt, Mathias Gröbe, Alexander Zipf, and Dirk Burghardt. Towards the Statistical Analysis and Visualization of Places (Short Paper). In 10th International Conference on Geographic Information Science (GIScience 2018). Leibniz International Proceedings in Informatics (LIPIcs), Volume 114, pp. 63:1-63:7, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2018)
https://doi.org/10.4230/LIPIcs.GISCIENCE.2018.63

Abstract

The concept of place recently gains momentum in GIScience. In some fields like human geography, spatial cognition or information theory, this topic already has a longer scholarly tradition. This is however not yet completely the case with statistical spatial analysis and cartography. Despite that, taking full advantage of the plethora of user-generated information that we have available these days requires mature place-based statistical and visualization concepts. This paper contributes to these developments: We integrate existing place definitions into an understanding of places as a system of interlinked, constituent characteristics. Based on this, challenges and first promising conceptual ideas are discussed from statistical and visualization viewpoints.

Subject Classification

ACM Subject Classification
  • Information systems → Geographic information systems
  • Theory of computation → Probabilistic computation
  • Applied computing → Cartography
Keywords
  • Platial Analysis
  • Visualization
  • Statistics
  • Geosocial Media

Metrics

  • Access Statistics
  • Total Accesses (updated on a weekly basis)
    0
    PDF Downloads

References

  1. Ben Anderson, Matthew Kearnes, Colin Mcfarlane, and Dan Swanton. On Assemblages and Geography. Dialogues in Human Geography, 2(2):171-189, 2012. URL: http://dx.doi.org/10.1177/2043820612449261.
  2. Matthias Bluemke, Clemens Lechner, Bernd Resch, René Westerholt, and Jan-Philipp Kolb. Integrating Geographic Information into Survey Research: Current Applications, Challenges, and Future Avenues. Survey Research Methods, 11(3):307-327, 2017. URL: http://dx.doi.org/10.18148/srm/2017.v11i3.6733.
  3. Yongwan Chun and Daniel Griffith. Spatial Statistics and Geostatistics. SAGE, London, UK, 2013. Google Scholar
  4. Noel Cressie. Statistics for Spatial Data. Wiley Series in Probability and Statistics. John Wiley & Sons, Hoboken, NJ, 1993. URL: http://dx.doi.org/10.1002/9781119115151.
  5. Tim Cresswell. Place. In Nigel Thrift and Rob Kitchin, editors, International Encyclopedia of Human Geography, volume 8, pages 169-177. Elsevier, Oxford, UK, 2009. URL: http://dx.doi.org/10.1139/h2012-055.
  6. Alexander Dunkel. Visualizing the perceived environment using crowdsourced photo geodata. Landscape and Urban Planning, 142:173-186, 2015. URL: http://dx.doi.org/10.1016/j.landurbplan.2015.02.022.
  7. Manfred Fischer and Arthur Getis. Introduction. In Manfred Fischer and Arthur Getis, editors, Handbook of Applied Spatial Analysis, pages 1-24. Springer, Heidelberg, 2010. URL: http://dx.doi.org/10.1007/978-3-642-03647-7_1.
  8. Song Gao, Krysztof Janowicz, Grant McKenzie, and Linna Li. Towards Platial Joins and Buffers in Place-Based GIS. In Proceedings of The First ACM SIGSPATIAL International Workshop on Computational Models of Place - COMP '13, pages 42-49, Orlando, FL, 2013. URL: http://dx.doi.org/10.1145/2534848.2534856.
  9. Peter Gärdenfors and Mary-Anne Williams. Reasoning About Categories in Conceptual Spaces. In International Joint Conference on Artificial Intelligence, pages 385-392, Seattle, WA, 2001. Google Scholar
  10. Tilmann Gneiting and Peter Guttorp. Continuous Parameter Stochastic Process Theory. In Alfred Gelfand, Peter Diggle, Montserrat Fuentes, and Peter Guttorp, editors, Handbook of Spatial Statistics, pages 17-28. CRC Press, Boca Raton, FL, 2010. Google Scholar
  11. Michael Goodchild. Geographical Information Science. International Journal of Geographical Information Systems, 6(1):31-45, 1992. URL: http://dx.doi.org/10.1080/02693799208901893.
  12. Michael Goodchild. Space , Place and Health. Annals of GIS, 21(2):97-100, 2015. URL: http://dx.doi.org/10.1080/19475683.2015.1007895.
  13. Michael Goodchild and Linna Li. Formalizing Space and Place. In Proceedings du 1er Colloque International du CIST, pages 177-183, Paris, 2011. Google Scholar
  14. Alfred Hettner. Das Wesen und die Methoden der Geographie. Geographische Zeitschrift, 11(10):545-564, 1905. Google Scholar
  15. Livia Hollenstein and Ross Purves. Exploring place through user-generated content: Using Flickr to describe city cores. Journal of Spatial Information Science, 1(1), 2010. URL: http://dx.doi.org/10.5311/JOSIS.2010.1.3.
  16. M. J. Kraak and Ferjan Ormeling. Cartography: visualization of geospatial data. Prentice Hall, Harlow ; New York, 3rd ed edition, 2010. OCLC: ocn477062041. Google Scholar
  17. Linna Li and Michael F. Goodchild. Constructing Places from Spatial Footprints. In Proceedings of the 1st ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information, GEOCROWD '12, pages 15-21, New York, NY, USA, 2012. ACM. URL: http://dx.doi.org/10.1145/2442952.2442956.
  18. Mathias Gröbe and Dirk Burghardt. Micro Diagrams: A Multi-Scale Approach for Mapping Large Categorised Point Datasets. In The 20th AGILE International Conference on Geographic Information Science, Wageningen, 2017. Google Scholar
  19. Grant Mckenzie and Benjamin Adams. Juxtaposing Thematic Regions Derived from Spatial and Platial User-Generated Content. In Eliseo Clementini, Marueen Donnelly, May Yuan, Christian Kray, Paolo Fogliaroni, and Andrea Ballatore, editors, Proceedings of the 13th International Conference on Spatial Information Theory (COSIT 2017), L'Aquila, 2017. URL: http://dx.doi.org/10.4230/LIPIcs.COSIT.2017.20.
  20. Jeremy Mennis and Michael Mason. Modeling Place as a Relationship between a Person and a Location. In Proceedings of the 9th International Conference on GIScience, pages 2014-2017, Montréal, CA, 2016. URL: http://dx.doi.org/10.21433/B3119W316472.
  21. Teriitutea Quesnot and Stéphane Roche. Platial or Locational Data? Toward the Characterization of Social Location Sharing. Proceedings of the Annual Hawaii International Conference on System Sciences, pages 1973-1982, 2015. URL: http://dx.doi.org/10.1109/HICSS.2015.236.
  22. Andrew Rutherford, Markopoulos Gerasimos, Davide Bruno, and Mirjam Van den Bos. Long-Term Memory. In Nick Braisby and Angus Gellatly, editors, Cognitive Psychology, pages 229-265. Oxford University Press, Oxford, UK, 2 edition, 2012. Google Scholar
  23. Simon Scheider and Krisztof Janowicz. Place Reference Systems. Applied Ontology, 9(2):97-127, 2014. URL: http://dx.doi.org/10.3233/AO-140134.
  24. Waldo Tobler. A Computer Movie Simulating Urban Growth in the Detroit Region. Economic Geography, 46:234-240, 1970. URL: http://dx.doi.org/10.2307/143141.
  25. Yi-Fu Tuan. Space and Place: The Perspective of Experience. University of Minnesota Press, Minneapolis, MN, 1977. Google Scholar
  26. René Westerholt, Bernd Resch, and Alexander Zipf. A Local Scale-Sensitive Indicator of Spatial Autocorrelation for Assessing High- and Low-Value Clusters in Multiscale Datasets. International Journal of Geographical Information Science, 29(5):868-887, 2015. URL: http://dx.doi.org/10.1080/13658816.2014.1002499.
  27. René Westerholt, Enrico Steiger, Bernd Resch, and Alexander Zipf. Abundant Topological Outliers in Social Media Data and Their Effect on Spatial Analysis. PLOS ONE, 11(9):e0162360, 2016. URL: http://dx.doi.org/10.1371/journal.pone.0162360.
  28. Stephan Winter and Christian Freksa. Approaching the Notion of Place by Contrast. Journal of Spatial Information Science, 5(5):31-50, 2012. URL: http://dx.doi.org/10.5311/JOSIS.2012.5.90.
Questions / Remarks / Feedback
X

Feedback for Dagstuhl Publishing


Thanks for your feedback!

Feedback submitted

Could not send message

Please try again later or send an E-mail