The digital transformation processes for supporting digital humanities researchers in text analysis

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Publicado en:Journal of Documentation vol. 80, no. 2 (2024), p. 378-391
Autor principal: De Luca, Ernesto William
Otros Autores: Fallucchi, Francesca, Ghattas, Bouchra, Spielhaus, Riem
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Emerald Group Publishing Limited
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024 7 |a 10.1108/JD-07-2022-0143  |2 doi 
035 |a 2928840685 
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100 1 |a De Luca, Ernesto William  |u Georg-Eckert-Institut Leibniz-Institut für Bildungsmedien Braunschweig, Niedersachsen, Germany 
245 1 |a The digital transformation processes for supporting digital humanities researchers in text analysis 
260 |b Emerald Group Publishing Limited  |c 2024 
513 |a Journal Article 
520 3 |a PurposeThis article aims to explore how the mapping strategies between user requirements expressed by the humanities researchers lead to a better customization of user-driven digital humanities tools and to the creation of innovative functionalities, which can directly affect the way of doing research in a digital context.Design/methodology/approachIt describes the user-driven development of a tool that helps researchers in the quantitative and qualitative analysis of large textbook collections.FindingsThis article presents an exemplary user journey map, which shows the different steps of the digital transformation process and how the humanities researchers are involved for (1) producing innovative research solutions, comprehensive and personalized reports, and (2) customizing access to content data used for the analysis of digital documents. The article is based on a case study on a German textbooks collection and content analysis functionalities.Originality/valueThe focus of this article is the reiterative research process, in which humanists (from the human centred point of view) starts from an initial research question, using quantitative and qualitative data and develops both the research question and the answers to it by with the aim to find patterns in the content and structure of educational media. Thus, from the viewpoint of digital transformation the humanist is part of the interaction between digitization and digitalization processes, where he/she uses digital data, metadata, reports and findings created and supported by the digital tools for research analysis. 
653 |a Qualitative analysis 
653 |a Software 
653 |a Questions 
653 |a Textbooks 
653 |a Trends 
653 |a Data mining 
653 |a Digital data 
653 |a Text analysis 
653 |a Interdisciplinary aspects 
653 |a Content analysis 
653 |a Electronic documents 
653 |a Core curriculum 
653 |a Digital humanities 
653 |a Qualitative research 
653 |a Digitization 
653 |a Reading 
653 |a Education 
653 |a Customization 
653 |a User requirements 
653 |a Cultural heritage 
653 |a Digital transformation 
653 |a Curricula 
653 |a Quantitative analysis 
653 |a Mass media effects 
653 |a Humanities 
653 |a Mapping 
653 |a Data 
653 |a Question answer sequences 
653 |a Case studies 
653 |a Researchers 
653 |a Research methodology 
653 |a Transformation 
653 |a Innovations 
653 |a Data Analysis 
653 |a Educational Media 
653 |a Social Networks 
653 |a Learning Analytics 
653 |a Electronic Libraries 
653 |a Literary Criticism 
653 |a Cultural Background 
653 |a Educational Technology 
653 |a Network Analysis 
653 |a Instructional Materials 
653 |a Citation Analysis 
653 |a Media Research 
653 |a Computer Oriented Programs 
653 |a Bibliographic Databases 
653 |a Natural Language Processing 
653 |a In Person Learning 
653 |a Language Processing 
653 |a Cognitive Structures 
653 |a Visualization 
653 |a Algorithms 
700 1 |a Fallucchi, Francesca  |u Georg-Eckert-Institut Leibniz-Institut für Bildungsmedien Braunschweig, Niedersachsen, Germany; Dipartimento di Scienze Ingegneristiche, Guglielmo Marconi University, Rome, Italy 
700 1 |a Ghattas, Bouchra  |u Georg-Eckert-Institut Leibniz-Institut für Bildungsmedien Braunschweig, Niedersachsen, Germany 
700 1 |a Spielhaus, Riem  |u Georg-Eckert-Institut Leibniz-Institut für Bildungsmedien Braunschweig, Niedersachsen, Germany 
773 0 |t Journal of Documentation  |g vol. 80, no. 2 (2024), p. 378-391 
786 0 |d ProQuest  |t ABI/INFORM Global 
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