Women and universities in El País (1977-2011): A methodological proposal for use of the ITCS for historical analysis

The practice of historical research in recent years has been substantially affected by the emergence of the so-called digital humanities. New computer tools have been appearing, software systems capable of processing vast quantities of information in ways that until recently were inconceivable. Text mining and social network analysis techniques are sophisticated instruments that can help render a more enriching reading of the available data and draw useful conclusions. We reflect on this in the first part of this article, and then apply these tools to a practical case: quantifying and identifying the women who appear in university-related articles in the newspaper El Pais from its founding until 2011.

[1]  Consuelo Flecha García Desequilibrios de género en educación en la España Contemporánea: causas, indicadores y consecuencias , 2014 .

[2]  R. Hanneman Introduction to Social Network Methods , 2001 .

[3]  Toine Pieters,et al.  Cultural text mining: using text mining to map the emergence of transnational reference cultures in public media repositories , 2014, DH.

[4]  Arnaud Sahuguet,et al.  Building Light-Weight Wrappers for Legacy Web Data-Sources Using W4F , 1999, VLDB.

[5]  Vladimir Batagelj,et al.  Understanding Large Temporal Networks and Spatial Networks: Exploration, Pattern Searching, Visualization and Network Evolution , 2014 .

[6]  B. Silverstein,et al.  The role of the mass media in promoting a thin standard of bodily attractiveness for women , 1986 .

[7]  Bethany S. Dohleman Exploratory social network analysis with Pajek , 2006 .

[8]  Lorenzo Vilches La migración digital , 2001 .

[9]  K. Ross,et al.  Women and media : international perspectives , 2004 .

[10]  Satoshi Sekine,et al.  A survey of named entity recognition and classification , 2007 .

[11]  Martin G. Everett,et al.  Analyzing social networks , 2013 .

[12]  Adrian Bingham,et al.  ‘The Digitization of Newspaper Archives: Opportunities and Challenges for Historians’ , 2010 .

[13]  R. Nogués,et al.  Presencia de estereotipos en los medios de comunicación: análisis de la prensa digital española , 2009 .

[14]  Fredric C. Gey,et al.  Combining Query Translation and Document Translation in Cross-Language Retrieval , 2003, CLEF.

[16]  Jean-Loup Guillaume,et al.  Fast unfolding of communities in large networks , 2008, 0803.0476.

[17]  Ken Cherven,et al.  Network Graph Analysis and Visualization with Gephi , 2013 .

[18]  John Unsworth,et al.  A Companion to Digital Humanities , 2008 .

[19]  Vladimir Batagelj,et al.  Understanding Large Temporal Networks and Spatial Networks , 2014 .

[20]  Krishna Bharat,et al.  SPHINX: A Framework for Creating Personal, Site-Specific Web Crawlers , 1998, Comput. Networks.

[21]  Carlos Castillo,et al.  Effective web crawling , 2005, SIGF.

[22]  Marten During,et al.  VennMaker for Historians : sources, social networks and software , 2011 .