Abstract
Comparative historical research on the the intensity, diversity and fluidity of public discourses has been severely hampered by the extraordinary task of manually gathering and processing large sets of opinionated data in news media in different countries. At most 50,000 documents have been systematically studied in a single comparative historical project in the subject area of heredity and eugenics. Digital techniques, like the text mining tools WAHSP and BILAND we have developed in two successive demonstrator projects, are able to perform advanced forms of multi-lingual text-mining in much larger data sets of newspapers. We describe the development and use of WAHSP and BILAND to support historical discourse analysis in large digitized news media corpora. Furthermore, we argue how text mining techniques overcome the problem of traditional historical research that only documents explicitly referring to eugenics issues and debates can be incorporated. Our tools are able to provide information on ideas and notions about heredity, genetics and eugenics that circulate in discourses that are not directly related to eugenics (e.g., sport, education and economics).
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References
Burdick., A., et al.: Digital Humanities. MIT Press (2012)
Bakker, N.: “Kweekplaatsen van gezondheid”. Vakantiecolonies en de medicalisering van het kinderwelzijn. Low Countries Historical Review 126, 29–53 (2011)
Berry, D.M. (ed.): Understanding Digital Humanities. Palgrave Macmillan (2012)
Bingham, A.: The digitization of newspaper archives: Opportunities and challenges for historians. Twentieth Century British History 21(2), 225–231 (2010)
Earheart, A.E., Jewell, A. (eds.): The American Literature Scholar in the Digital Age. University of Michigan Press (2011)
van Eijnatten, J., Pieters, T., Verheul, J.: Big data for global history: The transformative promise of digital humanities. In: BMGN (forthcoming, 2014)
Gibbs, F., Owens, T.: The hermeneutics of data and historical writing (2012), http://writinghistory.trincoll.edu/data/gibbs-owens-2012-spring/
Graham, S., Milligan, I., Weingart, S.: The hermeneutics of data and historical writing. In: The Historian’s Macroscope: Big Digital History. Imperial College Press (2013)
Hahn, D.: Modernisierung und Biopolitik: Sterilisation und Schwangerschaftsabbruch in Deutschland nach 1945. Campus (2000)
van den Hoven, M., van den Bosch, A., Zervanou, K.: Beyond reported history: Strikes that never happened. In: Darányi, S., Lendvai, P. (eds.) Proceedings of the First International AMICUS Workshop on Automated Motif Discovery in Cultural Heritage and Scientific Communication Texts, Vienna, Austria, pp. 20–28 (2010)
Huurnink, B., Hollink, L., van den Heuvel, W., de Rijke, M.: Search behavior of media professionals at an audiovisual archive: A transaction log analysis. Journal of the American Society for Information Science and Technology 61(6), 1180–1197 (2010)
Jackson, P., Moulinier, I.: Natural Language Processing for Online Applications: Text Retrieval, Extraction and Categorization, 2nd edn. John Benjamins (2007)
Jijkoun, V., de Rijke, M., Weerkamp, W.: Generating focused topic-specific sentiment lexicons. In: ACL 2010 (2010)
Klausen, S., Bashford, A.: Fertility control: Eugenics, neo-malthusianism, and feminism. In: Bashford, A., Levine, S. (eds.) The Oxford Handbook of the History of Eugenics, pp. 98–115. Oxford University Press (2010)
Leonard, T.C.: Eugenics and economics in the progressive era. Journal of Economic Perspectives 19, 207–224 (2005)
Levine, P., Bashford, A.: Introduction: Eugenics and the modern world. In: Levine, P., Bashford, A. (eds.) The Oxford Handbook of the History of Eugenics, Oxford, pp. 3–24 (2010)
Lombardo, P. (ed.): A Century of Eugenics in America: from the Indiana Experiment to the Human Genome Era. Indiana University Press (2001)
Lunenfeld, P., Presner, T., Schnapp, J.: Digital humanities manifesto 2.0 (2009), http://hastac.org/node/2182
Meij, E., Bron, M., Hollink, L., Huurnink, B., de Rijke, M.: Learning semantic query suggestions. In: Bernstein, A., Karger, D.R., Heath, T., Feigenbaum, L., Maynard, D., Motta, E., Thirunarayan, K. (eds.) ISWC 2009. LNCS, vol. 5823, pp. 424–440. Springer, Heidelberg (2009)
Michel, J.B.: Quantitative analysis of culture using millions of digitized books. Science 6014, 176–183 (2010)
Nicholson, B.: The digital turn. Media History 19(1), 59–73 (2013)
Odijk, D., de Rooij, O., Peetz, M.-H., Pieters, T., de Rijke, M., Snelders, S.: Semantic document selection. Historical research on collections that span multiple centuries. In: Zaphiris, P., Buchanan, G., Rasmussen, E., Loizides, F. (eds.) TPDL 2012. LNCS, vol. 7489, pp. 215–221. Springer, Heidelberg (2012)
Reulecke, J. (ed.): Herausforderung Bevölkerung: zu Entwicklungen des modernen Denkens über die Bevölkerung vor, im und nach dem ‘Dritten Reich’. VS Verslag für Sozialwissenschaften (2007)
Rheinberger, H.J., McLaughlin, P., Müller-Wille, S.: Introduction. In: A Cultural History of Heredity I, 17th and 18th Century, pp. 1–5. Preprint MPIWG, Berlin (2001)
Seefeldt, D., Thomas III, W.G.: What is digital history? A look at some exemplar projects. Faculty Publications, Department of History. Paper 98 (2009), http://digitalcommons.unl.edu/historyfacpub/9
Snelders, S., Pieters, T.: Van degeneratie tot individuele gezondheidsopties: Het maatschappelijk gebruik van erfelijkheidsconcepten in de twintigste eeuw. Gewina 26(4), 203–215 (2003)
Turda, M.: Modernism and Eugenics. Palgrave MacMillan (2010)
Warwick, C., Terras, M.M., Nyhan, J.: Digital Humanities in Practice. Facet (2012)
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Huijnen, P., Laan, F., de Rijke, M., Pieters, T. (2014). A Digital Humanities Approach to the History of Science. In: Nadamoto, A., Jatowt, A., Wierzbicki, A., Leidner, J.L. (eds) Social Informatics. SocInfo 2013. Lecture Notes in Computer Science, vol 8359. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-55285-4_6
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