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Exploring Class Discussions from a Massive Open Online Course (MOOC) on Cartography

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Part of the book series: Lecture Notes in Geoinformation and Cartography ((LNGC))

Abstract

The rise of the Massive Open Online Course (MOOC) has led to its application in Cartographic education. Students in these classes generate enormous amounts of text data in the form of discussion forum posts. Here we explore the topics and geographic references found in over 95,000 forum posts collected during the 2013 launch of Maps and the Geospatial Revolution, a MOOC taught on Coursera. Using Phrase Nets, topic modeling methods, and a named-entity extraction geocoding tool, we show how students describe their use of maps, what key topics drove conversations during the class, and the geography associated with placenames mentioned in posts. These results help shed light on how novices use and understand Cartography and show how places found in discussion forum text reflect the global reach of MOOCs.

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References

  • Blei DM, Ng AY, Jordan MI (2003) Latent Dirichlet allocation. J Mach Learn Res 3:993–1022

    Google Scholar 

  • Dörk M, Gruen D, Williamson C, Carpendale S (2010) A visual backchannel for large-scale events. IEEE Trans Vis Comput Graph 16:1129–1138

    Article  Google Scholar 

  • Gelernter J, Zhang W (2013) Cross-lingual geo-parsing for non-structured data. In: 7th ACM SIGSPATIAL workshop on geographic information retrieval, Orlando, FL

    Google Scholar 

  • Hassan-Montero Y, Herrero-Solana V (2006) Improving tag-clouds as visual information retrieval interfaces. In: International conference on multidisciplinary information sciences and technologies, Merida, pp 1–6

    Google Scholar 

  • Karimzadeh M, Huang W, Banerjee S, Wallgrün JO, Hardisty F, Pezanowski S, Mitra P, MacEachren AM (2013) GeoTXT: a web API to leverage place references in text. In: 7th ACM SIGSPATIAL workshop on geographic information retrieval, Orlando, FL

    Google Scholar 

  • MacEachren AM, Jaiswal A, Robinson AC, Pezanowski S, Savelyev A, Mitra P, Zhang X, Blanford J (2011) SensePlace2: Geotwitter analytics support for situation awareness. In: IEEE conference on visual analytics science and technology, Providence, RI

    Google Scholar 

  • McAuley A, Stewart B, Siemens G, Cormier D (2010) The MOOC model for digital practice

    Google Scholar 

  • McCallum AK (2002) MALLET: a machine learning for language toolkit

    Google Scholar 

  • Skupin A, Fabrikant SI (2003) Spatialization methods: a cartographic research agenda for non-geographic information visualization. Cartogr Geogr Inf Sci 30:99–119

    Article  Google Scholar 

  • van Ham F, Wattenberg M, Viegas FB (2009) Mapping text with phrase nets. IEEE Trans Vis Comput Graph 15:1169–1176

    Article  Google Scholar 

  • Wallach HM (2006) Topic modeling: beyond bag-of-words. In: 23rd international conference on machine learning, Pittsburgh, PA, pp 977–984

    Google Scholar 

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Acknowledgements

We thank Jan Oliver Wallgrün for assistance in using GeoTxt.org to geo-parse the forum data analyzed in this paper.

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Correspondence to Anthony C. Robinson .

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© 2015 Springer International Publishing Switzerland

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Robinson, A.C. (2015). Exploring Class Discussions from a Massive Open Online Course (MOOC) on Cartography. In: Brus, J., Vondrakova, A., Vozenilek, V. (eds) Modern Trends in Cartography. Lecture Notes in Geoinformation and Cartography. Springer, Cham. https://doi.org/10.1007/978-3-319-07926-4_14

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