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Terabytes of Tobler: Evaluating the First Law in a Massive, Domain-Neutral Representation of World Knowledge

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Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 5756))

Abstract

The First Law of Geography states, “everything is related to everything else, but near things are more related than distant things.” Despite the fact that it is to a large degree what makes “spatial special,” the law has never been empirically evaluated on a large, domain-neutral representation of world knowledge. We address the gap in the literature about this critical idea by statistically examining the multitude of entities and relations between entities present across 22 different language editions of Wikipedia. We find that, at least according to the myriad authors of Wikipedia, the First Law is true to an overwhelming extent regardless of language-defined cultural domain.

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References

  1. Tobler, W.R.: A computer movie simulating urban growth in the Detroit region. Economic Geography 46, 234–240 (1970)

    Article  Google Scholar 

  2. Longley, P., Goodchild, M., Maguire, D., Rhind, D.: The nature of geographic data. Geographic information systems and science (2005)

    Google Scholar 

  3. Fabrikant, S.I., Ruocco, M., Middleton, R., Montello, D.R., Jörgensen, C.: The First Law of Cognitive Geography: Distance and Similarity in Semantic Spaces. In: GIScience (2002)

    Google Scholar 

  4. Montello, D.R., Fabrikant, S.I., Ruocco, M., Middleton, R.S.: Testing the first law of cognitive geography on point-display spatializations. In: Kuhn, W., Worboys, M.F., Timpf, S. (eds.) COSIT 2003. LNCS, vol. 2825, pp. 316–331. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  5. Miller, H.J.: Tobler’s First Law and Spatial Analysis. Annals of the Association of American Geographers 94, 284–289 (2004)

    Article  Google Scholar 

  6. Sui, D.Z.: Tobler’s First Law of Geography: A Big Idea for a Small World. Annals of the Association of American Geographers 94, 269–277 (2004)

    Article  Google Scholar 

  7. Hecht, B., Raubal, M.: GeoSR: Geographically explore semantic relations in world knowledge. In: Bernard, L., Friis-Christensen, A., Pundt, H. (eds.) AGILE 2008: Eleventh AGILE International Conference on Geographic Information Science, The European Information Society: Taking Geoinformation Science One Step Further, pp. 95–114. Springer, Heidelberg (2008)

    Google Scholar 

  8. Tobler, W.R.: On the First Law of Geography: A Reply. Annals of the Association of American Geographers 94, 304–310 (2004)

    Article  Google Scholar 

  9. Goodchild, M.: The Validity and Usefulness of Laws in Geographic Information Science and Geography. Annals of the Association of American Geographers 94, 300–303 (2004)

    Article  Google Scholar 

  10. Völkel, M., Krötzsch, M., Vrandecic, D., Haller, H., Studer, R.: Semantic Wikipedia. In: 15th International Conference on World Wide Web WWW 2006, Edinburgh, Scotland, pp. 585–594 (2006)

    Google Scholar 

  11. Ortega, F., Gonzalez-Barahona, J.M., Robles, G.: The Top-Ten Wikipedias: A Quantative Analysis Using WikiXRay. In: International Conference on Software and Data Technology ICSOFT 2007, pp. 46–53 (2007)

    Google Scholar 

  12. Gabrilovich, E., Markovitch, S.: Computing Semantic Relatedness using Wikipedia-based Explicit Semantic Analysis. In: IJCAI 2007: Twentieth Joint Conference for Artificial Intelligence, Hyberabad, India, pp. 1606–1611 (2007)

    Google Scholar 

  13. Milne, D., Witten, I.H.: Learning to Link with Wikipedia. In: ACM 17th Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, United States, pp. 1046–1055 (2008)

    Google Scholar 

  14. Giles, J.: Special Report: Internet encyclopaedias go head to head. Nature 438, 900–901 (2005)

    Article  Google Scholar 

  15. Halavais, A., Lackaff, D.: An Analysis of Topical Coverage of Wikipedia. Journal of Computer-Mediated Communication 13, 429–440 (2008)

    Article  Google Scholar 

  16. Pfeil, U., Panayiotis, Z., Ang, C.S.: Cultural Differences in Collaborating Authoring of Wikipedia. Journal of Computer-Mediated Communication 12 (2006)

    Google Scholar 

  17. Kittur, A., Chi, E., Pendleton, B.A., Suh, B., Mytkowicz, T.: Power of the Few vs. Wisdom of the Crowd: Wikipedia and the Rise of the Bourgeoisie. In: 25th International Conference on Human Factors in Computing Systems CHI 2007, pp. 1–9 (2007)

    Google Scholar 

  18. Milne, D., Witten, I.H.: An effective, low-cost measure of semantic relatedness obtained from Wikipedia. In: AAAI 2008 Workshop on Wikipedia and Artificial Intelligence WIKI-AI 2008, Chicago, IL (2008)

    Google Scholar 

  19. Hecht, B., Gergle, D.: Measuring Self-Focus Bias in Community-Maintained Knowledge Repositories. In: Communities and Technologies 2009: Fourth International Conference on Communities and Technologies, University Park, PA, USA, p. 10 (2009)

    Google Scholar 

  20. Arbia, G., Benedetti, R., Espa, G.: Effects of the MUAP on image classification. Geographical Systems 1, 123–141 (1996)

    Google Scholar 

  21. Clauset, A., Shalizi, C.R., Newman, M.E.J.: Power law distributions in empirical data. SIAM Review (2009)

    Google Scholar 

  22. Goldstein, M.L., Morris, S.A., Yen, G.G.: Fitting to the power-law distribution. The European Physical Journal B - Condensed Matter and Complex Systems 41, 255–258 (2004)

    Article  Google Scholar 

  23. Xiao, D., Liu, Y.: Study of cultural impacts on location judgments in eastern china. In: Winter, S., Duckham, M., Kulik, L., Kuipers, B. (eds.) COSIT 2007. LNCS, vol. 4736, pp. 20–31. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  24. Gillespie, T.W., Agnew, J.A., Mariano, E., Mossler, S., Jones, N., Braughton, M., Gonzalez, J.: Finding Osama bin Laden: An Application of Biogeographic Theories and Satellite Imagery. MIT International Review (2009)

    Google Scholar 

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Hecht, B., Moxley, E. (2009). Terabytes of Tobler: Evaluating the First Law in a Massive, Domain-Neutral Representation of World Knowledge. In: Hornsby, K.S., Claramunt, C., Denis, M., Ligozat, G. (eds) Spatial Information Theory. COSIT 2009. Lecture Notes in Computer Science, vol 5756. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-03832-7_6

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  • DOI: https://doi.org/10.1007/978-3-642-03832-7_6

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-03831-0

  • Online ISBN: 978-3-642-03832-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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