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  1. Visualising Topics in Document Collections
    An Analysis of the Interpretation Processes of Historians
    Autor*in: Christoforidis, Anastasia ; Heuwing, Ben ; Mandl, Thomas
    Erschienen: 2017
    Verlag:  Humboldt-Universität zu Berlin, Berlin

    This paper discusses two multivariate visualisations which provide insights into topic model distributions across subcollections of a collection of historical textbooks in the context of a digital humanities project. Results of a qualitative user... mehr

    Standort:
    Humboldt-Universität zu Berlin, Universitätsbibliothek, Jacob-und-Wilhelm-Grimm-Zentrum
    Fernleihe:
    uneingeschränkte Fernleihe, Kopie und Ausleihe
    Link zum Verbundkatalog:
    Kooperativer Bibliotheksverbund Berlin-Brandenburg (KOBV)

     

    This paper discusses two multivariate visualisations which provide insights into topic model distributions across subcollections of a collection of historical textbooks in the context of a digital humanities project. Results of a qualitative user study with experts in historical research indicate that network graphs are more appropriate for revealing general connections among subcollections, while small-multiples of heatmaps of topic correlations are more suitable for a finer grained analysis of the connections between specific topics. We analyse the user behaviour during analysis to identify general activities of the interpretation of topic models as well as activities of interpreting visual elements that are specific to each visualisation. As a result, we observed usability problems and show potential for improved visualisations in digital humanities applications.

     
    Export in Literaturverwaltung   RIS-Format
      BibTeX-Format
    Hinweise zum Inhalt
    Volltext (kostenfrei)
    Quelle: Verbundkataloge
    Sprache: Englisch
    Medientyp: Buch (Monographie)
    ISBN: 978-3-86488-117-6
    Weitere Identifier:
    Schlagworte: Konferenz
    Weitere Schlagworte: evaluation; digital humanities; information visualisations; topic modelling; user study; Bibliotheks- und Informationswissenschaft
    Umfang: 1 Online-Ressource (13 Seiten)
  2. Visualising Topics in Document Collections
    An Analysis of the Interpretation Processes of Historians
    Autor*in: Christoforidis, Anastasia ; Heuwing, Ben ; Mandl, Thomas
    Erschienen: 2017
    Verlag:  Humboldt-Universität zu Berlin, Berlin

    This paper discusses two multivariate visualisations which provide insights into topic model distributions across subcollections of a collection of historical textbooks in the context of a digital humanities project. Results of a qualitative user... mehr

    Standort:
    Humboldt-Universität zu Berlin, Universitätsbibliothek, Jacob-und-Wilhelm-Grimm-Zentrum
    Fernleihe:
    uneingeschränkte Fernleihe, Kopie und Ausleihe
    Link zum Verbundkatalog:
    Kooperativer Bibliotheksverbund Berlin-Brandenburg (KOBV)

     

    This paper discusses two multivariate visualisations which provide insights into topic model distributions across subcollections of a collection of historical textbooks in the context of a digital humanities project. Results of a qualitative user study with experts in historical research indicate that network graphs are more appropriate for revealing general connections among subcollections, while small-multiples of heatmaps of topic correlations are more suitable for a finer grained analysis of the connections between specific topics. We analyse the user behaviour during analysis to identify general activities of the interpretation of topic models as well as activities of interpreting visual elements that are specific to each visualisation. As a result, we observed usability problems and show potential for improved visualisations in digital humanities applications.

     
    Export in Literaturverwaltung   RIS-Format
      BibTeX-Format
    Hinweise zum Inhalt
    Volltext (kostenfrei)
    Quelle: Verbundkataloge
    Sprache: Englisch
    Medientyp: Buch (Monographie)
    ISBN: 978-3-86488-117-6
    Weitere Identifier:
    Schlagworte: Konferenz
    Weitere Schlagworte: evaluation; digital humanities; information visualisations; topic modelling; user study; Bibliotheks- und Informationswissenschaft
    Umfang: 1 Online-Ressource (13 Seiten)