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  1. Humanities Data in R
    Exploring Networks, Geospatial Data, Images, and Text /
    Author: Arnold, Taylor.; Tilton, Lauren.
    Published: 2024.
    Publisher:  Springer International Publishing :, Cham : ; Imprint: Springer,

    This book teaches readers to integrate data analysis techniques into humanities research practices using the R programming language. Methods for general-purpose visualization and analysis are introduced first, followed by domain-specific techniques... more

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    Humboldt-Universität zu Berlin, Universitätsbibliothek, Jacob-und-Wilhelm-Grimm-Zentrum
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    This book teaches readers to integrate data analysis techniques into humanities research practices using the R programming language. Methods for general-purpose visualization and analysis are introduced first, followed by domain-specific techniques for working with networks, text, geospatial data, temporal data, and images. The book is designed to be a bridge between quantitative and qualitative methods, individual and collaborative work, and the humanities and social sciences. The second edition of the text is a significant revision, with almost every aspect of the text rewritten in some way. The most notable difference is the incorporation of new R packages such as ggplot2 and dplyr that center broad data-science concepts. This 2nd edition of Humanities Data with R does not presuppose background programming experience. Early chapters take readers from R set-up to exploratory data analysis, with one chapter dedicated to each stage of the data-science pipeline (data collection, visualization, manipulation, and relational joins). Following this, text analysis, networks, temporal data, geospatial data, and image analysis each have a dedicated chapter. These are grounded in examples to move readers beyond the intimidation of adding new tools to their research. The final section of the book extends the core material with additional computer science techniques for processing large datasets. Everything is hands-on: image analysis is explained using digitized photographs from the 1930s, and networks are applied to page links on Wikipedia. After working through these examples with the provided data, code and book website, readers are prepared to apply new methods to their own work. The open source R programming language, with its myriad packages and popularity within the sciences and social sciences, is particularly well-suited to working with humanities data. R packages are also highlighted in an appendix. The methodology will have wide application in classrooms and self-study for the humanities, but also for use in linguistics, anthropology, and political science. Outside the classroom, this intersection of humanities and computing is particularly relevant for research and new modes of dissemination across archives, museums and libraries.

     
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    Source: Union catalogues
    Media type: Ebook; Data medium
    Format: Online
    ISBN: 9783031625664
    Other identifier:
    Parent title: Springer Nature eBook
    Edition: 2nd ed. 2024.
    Series: Quantitative Methods in the Humanities and Social Sciences,
    Subjects: Mathematical statistics; Digital humanities.; Sociology; Computational linguistics.; Anthropology.; Statistics and Computing.; Digital Humanities.; Sociological Methods.; Computational Linguistics.; Anthropology.
    Scope: XIV, 284 p. 80 illus., 50 illus. in color., online resource.
    Notes:

    - Part I Core -- Working with Data in R -- EDA I: Grammar of Graphics -- EDA II: Organizing Data -- EDA III: Restructuring Data -- Collecting Data -- Part II Data Types -- Textual Data -- Network Data -- Temporal Data -- Spatial Data -- Image Data -- Part III Additional Methods -- Programming in R -- Data Formats.
  2. Computational authorship analysis of the homeric poems
    Author: Pavlopoulos, John; Konstantinidou, Maria

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    Source: Union catalogues
    Language: English
    Media type: Article (journal)
    Format: Online
    ISSN: 2524-7840
    Other identifier:
    Parent title:
    Enthalten in: International journal of digital humanities; [Cham] : Springer International Publishing, [2019?]-; (12.7.2022), 1-20; Online-Ressource
    Other subjects: (lcsh)Computational linguistics.; (lcsh)Cultural studies.; Applied Statistics.; Cultural Studies.; Computational Linguistics.; Digital/New Media.; Natural Language Processing (NLP).
    Scope: Online-Ressource, online resource.
  3. Toward a narra-topography: A pilot study applied to Marguerite Duras' novelModerato Cantabile
    Author: Frautschi, Richard; Thoiron, Philippe

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    Source: Union catalogues
    Language: English
    Media type: Article (journal)
    Format: Online
    Other identifier:
    Parent title:
    Enthalten in: Computers and the humanities; Dordrecht [u.a.] : Springer Science + Business Media B.V, 1966-2004; 27, Heft 4, 235-247, 7.1993; Online-Ressource
    Other subjects: (lcsh)Computational linguistics.; (lcsh)Computer science.; (lcsh)Linguistics.; (lcsh)Language and languages—Style.; Computational Linguistics.; Computer Science.; Linguistics.; Stylistics.
    Scope: 1 Online-Ressource.
  4. Global Knowledge Dynamics and Social Technology
    Author: Petzold, Thomas.
    Published: 2017.
    Publisher:  Springer International Publishing :, Cham : ; Imprint: Palgrave Macmillan,

    This volume unpacks an intriguing challenge for the field of media research: combining media research with the study of complex networks. Bringing together research on the small-world idea and digital culture it questions the assumption that we are... more

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    This volume unpacks an intriguing challenge for the field of media research: combining media research with the study of complex networks. Bringing together research on the small-world idea and digital culture it questions the assumption that we are separated from any other person on the planet by just a few steps, and that this distance decreases within digital social networks. The book argues that the role of languages is decisive to understand how people connect, and it looks at the consequences this has on the ways knowledge spreads digitally. This volume offers a first conceptual venue to analyse emerging phenomena at the innovative intersection of media and complex network research. .

     
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    Source: Union catalogues
    Media type: Ebook; Data medium
    Format: Online
    ISBN: 9783319412344
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    Parent title: Springer eBooks
    Subjects: Culture; Social media.; Motion pictures and television.; Humanities; Data mining.; Computational linguistics.; Sociology.; Cultural and Media Studies.; Social Media.; Knowledge - Discourse.; Data Mining and Knowledge Discovery.; Digital Humanities.; Computational Linguistics.; Film and Television Studies.
    Scope: XIX, 152 p. 17 illus., 3 illus. in color., online resource.
    Notes:

    1. The Eternal Contest -- 2. In Languages We Trust -- 3. What Knowledge Grows? -- 4. This Is Propagation -- 5. Most Valuable Products -- 7. When Diversity Strikes -- 8. Epilogue.-.
  5. Vector Semantics
    Author: Kornai, András.
    Published: 2023.
    Publisher:  Springer Nature Singapore :, Singapore : ; Imprint: Springer,

    This open access book introduces Vector semantics, which links the formal theory of word vectors to the cognitive theory of linguistics. The computational linguists and deep learning researchers who developed word vectors have relied primarily on the... more

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    This open access book introduces Vector semantics, which links the formal theory of word vectors to the cognitive theory of linguistics. The computational linguists and deep learning researchers who developed word vectors have relied primarily on the ever-increasing availability of large corpora and of computers with highly parallel GPU and TPU compute engines, and their focus is with endowing computers with natural language capabilities for practical applications such as machine translation or question answering. Cognitive linguists investigate natural language from the perspective of human cognition, the relation between language and thought, and questions about conceptual universals, relying primarily on in-depth investigation of language in use. In spite of the fact that these two schools both have ‘linguistics’ in their name, so far there has been very limited communication between them, as their historical origins, data collection methods, and conceptual apparatuses are quite different. Vector semantics bridges the gap by presenting a formal theory, cast in terms of linear polytopes, that generalizes both word vectors and conceptual structures, by treating each dictionary definition as an equation, and the entire lexicon as a set of equations mutually constraining all meanings. .

     
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    Source: Union catalogues
    Media type: Ebook; Data medium
    Format: Online
    ISBN: 9789811956072
    Other identifier:
    Parent title: Springer Nature eBook
    Edition: 1st ed. 2023.
    Series: Cognitive Technologies,
    Subjects: Natural language processing (Computer science).; Computational linguistics.; Artificial intelligence.; Machine learning.; Expert systems (Computer science).; Digital humanities.; Natural Language Processing (NLP).; Computational Linguistics.; Artificial Intelligence.; Machine Learning.; Knowledge Based Systems.; Digital Humanities.
    Scope: XVI, 273 p., online resource.
    Notes:

    Chapter 1.Foundations of non-compositionality -- Chapter 2. From morphology to syntax -- Chapter 3.Time and space -- Chapter 4. Negation -- Chapter 5.Valuations and learnability -- Chapter 6.Modality -- Chapter 7.Adjectives, gradience, implicature -- Chapter 8.Trainability and real-world knowledge -- Chapter 9. Applications.
  6. Popularität und Relevanz in der Suche
    Ein Experiment zur Erforschung von Relevanzkriterien in akademischen Suchsystemen /
    Author: Behnert, Christiane.
    Published: 2022.
    Publisher:  Springer Fachmedien Wiesbaden :, Wiesbaden : ; Imprint: Springer Vieweg,

    In diesem Open-Access-Buch wird mithilfe eines großangelegten Online-Experiments untersucht, wie sich die Anzeige von Zitationen oder Downloads auf die Relevanzbewertung in akademischen Suchsystemen auswirkt. Bei der Suche nach Informationen... more

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    In diesem Open-Access-Buch wird mithilfe eines großangelegten Online-Experiments untersucht, wie sich die Anzeige von Zitationen oder Downloads auf die Relevanzbewertung in akademischen Suchsystemen auswirkt. Bei der Suche nach Informationen verwenden Menschen diverse Kriterien, anhand derer sie die Relevanz der Suchergebnisse bewerten. In diesem Buch wird erstmals eine systematische Übersicht über die Einflüsse im Prozess der Relevanzbewertung von Suchergebnissen in akademischen Suchsystemen aufgezeigt. Zudem wird ein anspruchsvolles und komplexes Methodenframework zur experimentellen Untersuchung von Relevanzkriterien vorgestellt. Dieses eignet sich für die weitergehende Erforschung von Relevanzkriterien im informationswissenschaftlichen Bereich. Die Autorin Christiane Behnert ist Diplom-Bibliothekarin und Informationswissenschaftlerin (M.A.) und forschte mehr als sechs Jahre zum Thema Relevanz in der Forschungsgruppe Search Studies am Department Information der HAW Hamburg. Im Dezember 2021 schloss sie ihre Promotion zur Dr. phil. erfolgreich am Fachbereich Sprach- und Informationswissenschaften der Universität Hildesheim ab.

     
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    Media type: Ebook; Data medium
    Format: Online
    ISBN: 9783658375126
    Other identifier:
    Parent title: Springer Nature eBook
    Edition: 1st ed. 2022.
    Subjects: Application software.; Computational linguistics.; Digital humanities.; Internet-Social aspects.; Computer and Information Systems Applications.; Computational Linguistics.; Digital Humanities.; Internet Studies.
    Scope: XX, 254 S. 56 Abb., 48 Abb. in Farbe., online resource.
    Notes:

    1 Einleitung -- 2 Stand der Forschung -- 3 Voraussetzungen zur experimentellen Erforschung von Relevanzkriterien -- 4 Studie zur Untersuchung des Einflusses von Popularitätsdaten auf die Relevanzbewertung von Suchergebnissen in akademischen Suchsystemen -- 5 Schlussbetrachtungen.
  7. One Origin of Digital Humanities
    Fr Roberto Busa in His Own Words /
    Contributor: Nyhan, Julianne. (editor.); Passarotti, Marco. (editor.)
    Published: 2019.
    Publisher:  Springer International Publishing :, Cham : ; Imprint: Springer,

    This book gathers, and makes available in English, with new introductions, previously out of print or otherwise difficult to access articles by Fr Roberto Busa S.J. (1913 - 2011). Also included is a comprehensive bibliography of Busa, an oral history... more

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    This book gathers, and makes available in English, with new introductions, previously out of print or otherwise difficult to access articles by Fr Roberto Busa S.J. (1913 - 2011). Also included is a comprehensive bibliography of Busa, an oral history interview with Busa's translator, and a substantial new chapter that evaluates Busa's contributions and intellectual legacies. The result is a groundbreaking book that is of interest to digital humanists and computational linguists as well as historians of science, technology and the humanities. As the application of computing to cultural heritage becomes ever more ubiquitous, new possibilities for transmitting, shaping, understanding, questioning and even imagining the human record are opening up. Busa is considered by many to be among the pioneers in this field, and his research on projects like the Index Thomisticus is one of the earliest known examples of a humanities project that incorporated automation; it continues to be widely cited and used today. Busa published more than 350 academic articles and shorter pieces in numerous languages, but despite the unquestionable importance of his early work for understanding the history and development of fields like humanities computing and computational linguistics, a large part of his canon and thinking remained inaccessible or difficult to access until this book.

     
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    Source: Union catalogues
    Contributor: Nyhan, Julianne. (editor.); Passarotti, Marco. (editor.)
    Media type: Ebook; Data medium
    Format: Online
    ISBN: 9783030183134
    Other identifier:
    Parent title: Springer eBooks
    Edition: 1st ed. 2019.
    Subjects: Humanities—Digital libraries.; Computational linguistics.; Application software.; History.; Computers.; Digital Humanities.; Computational Linguistics.; Computer Appl. in Arts and Humanities.; History of Science.; History of Computing.
    Scope: XLIII, 212 p. 1 illus., online resource.
    Notes:

    List of Figures.-List of Tables -- Foreword.-Preface and Acknowledgements .-About the editors .-Chapter 1 Introduction, or Why Busa Still Matters. Marco Passarotti and Julianne Nyhan.-Chapter 2 A First Example of Word Index Automatically Compiled and Printed by IBM Punched Card Machines. Roberto Busa S.J. -- Chapter 3 The Use of Punched Cards in Linguistic Analysis. RobertoBusa S.J. .-Chapter 4 The Main Problems of the Automation of Written Language. Roberto Busa S.J. .-Chapter 5 The Work of the “Centro per l’Automazione dell’Analisi Letteraria” in Gallarate, Italy. Roberto Busa S.J. .-Chapter 6 Linguistic Analysis in the Global Evolution of Information. Roberto Busa S.J. -- Chapter 7 Latin as a Suitable Computer Language for Science. Roberto Busa S.J. .-Chapter 8 Cybernetics and the Possibilities of a New Human Being. Roberto Busa S.J. .-Chapter 9 Experienced-Based Results with Preparations for the Use of Automatic Calculation in Biology. Roberto Busa S.J. .-Chapter 10 The Function and Use of an Electronic Computer. Roberto Busa S.J. -- Chapter 11 Human Errors in the Preparation of Input for Computers. Roberto Busa S.J. -- Chapter 12 Models of Knowing and Speaking. Roberto Busa S.J. -- Chapter 13 Thirty Years of Informatics on Texts: at What Point are We? What Opportunities for Research? Roberto Busa S.J. -- Chapter 14 The Complete Works of St Thomas Aquinas on CD-ROM with Hypertexts. Roberto Busa S.J. -- Chapter 15 To Do and to Cause to Do: Man and Machine. Roberto Busa S.J. .-Chapter 16 Interior Algorithms of Understanding by Reading. Roberto Busa S.J. -- Chapter 17 Considering Myself as if I were a Computer. Roberto Busa S.J. -- Chapter 18 Doing Philosophy on the Computer and Doing Philosophy with the Computer. Roberto Busa S.J. -- Chapter 19 Roberto Busa S.J. Bibliography: 1949–2009 -- Chapter 20 “A Tall, Stooping Figure in Black Crossing the Courtyard”: Philip Barras’ Recollections of Roberto Busa S.J. Philip Barras and Julianne Nyhan .-Index.
  8. Investigating Appraisal and the Language of Evaluation in Fake News Corpora
    Author: Trnavac, Radoslava; Põldvere, Nele

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    Language: English
    Media type: Article (journal)
    Format: Online
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    Parent title:
    Enthalten in: Corpus pragmatics; [Cham] : Springer International Publishing, [2017]-; (28.2.2024), 1-24; Online-Ressource
    Other subjects: (lcsh)Pragmatics.; (lcsh)Digital humanities.; (lcsh)Computational linguistics.; (lcsh)Language and languages—Philosophy.; Pragmatics.; Digital Humanities.; Computational Linguistics.; Philosophy of Language.
    Scope: 1 Online-Ressource.
  9. Review of Discourse-Pragmatic Variation and Change: Theory, Innovations, Contact
    Elizabeth Peterson, Turo Hiltunen, and Joseph Kern (Eds.), Cambridge University Press, Cambridge, 2022 (Hardback), ISBN: 978-1-108-83620-3
    Author: Palacios Martínez, Ignacio M.

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    Parent title:
    Enthalten in: Corpus pragmatics; [Cham] : Springer International Publishing, [2017]-; (28.10.2023), 1-7; Online-Ressource
    Other subjects: (lcsh)Pragmatics.; (lcsh)Digital humanities.; (lcsh)Computational linguistics.; (lcsh)Semiotics.; Pragmatics.; Digital Humanities.; Computational Linguistics.; Semiotics.
    Scope: 1 Online-Ressource.
  10. Quotations in scholarly text: Converting existing documents to hypertext
    Author: Haas, Stephanie W.

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    Enthalten in: Computers and the humanities; Dordrecht [u.a.] : Springer Science + Business Media B.V, 1966-2004; 28, Heft 3, 165-175, 5.1994; Online-Ressource
    Other subjects: (lcsh)Computational linguistics.; (lcsh)Computer science.; (lcsh)Linguistics.; (lcsh)Language and languages—Style.; Computational Linguistics.; Computer Science.; Linguistics.; Stylistics.
    Scope: 1 Online-Ressource.
  11. Shakespeare vs. fletcher: A stylometric analysis by radial basis functions
    Author: Lowe, David; Matthews, Robert

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    Enthalten in: Computers and the humanities; Dordrecht [u.a.] : Springer Science + Business Media B.V, 1966-2004; 29, Heft 6, 449-461, 12.1995; Online-Ressource
    Other subjects: (lcsh)Computational linguistics.; (lcsh)Computer science.; (lcsh)Linguistics.; (lcsh)Language and languages—Style.; Computational Linguistics.; Computer Science.; Linguistics.; Stylistics.
    Scope: 1 Online-Ressource.
  12. By their (new) words shall ye know them: Edith Wharton, Marion Mainwaring, andThe Buccaneers
    Author: Sigelman, Lee

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    Enthalten in: Computers and the humanities; Dordrecht [u.a.] : Springer Science + Business Media B.V, 1966-2004; 29, Heft 4, 271-283, 7.1995; Online-Ressource
    Other subjects: (lcsh)Computational linguistics.; (lcsh)Computer science.; (lcsh)Linguistics.; (lcsh)Language and languages—Style.; Computational Linguistics.; Computer Science.; Linguistics.; Stylistics.
    Scope: 1 Online-Ressource.
  13. The computer in literary analysis: UsingTACT with students
    Author: Hawthorne, Mark

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    Parent title:
    Enthalten in: Computers and the humanities; Dordrecht [u.a.] : Springer Science + Business Media B.V, 1966-2004; 28, Heft 1, 19-27, 1.1994; Online-Ressource
    Other subjects: (lcsh)Computational linguistics.; (lcsh)Computer science.; (lcsh)Linguistics.; (lcsh)Language and languages—Style.; Computational Linguistics.; Computer Science.; Linguistics.; Stylistics.
    Scope: 1 Online-Ressource.
  14. Lyrical drama and the “turbid mountebanks”: Styles of dialogue in romantic and renaissance tragedy
    Author: Burrows, J. F.; Craig, D. H.

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    Enthalten in: Computers and the humanities; Dordrecht [u.a.] : Springer Science + Business Media B.V, 1966-2004; 28, Heft 2, 63-86, 4.1994; Online-Ressource
    Other subjects: (lcsh)Computational linguistics.; (lcsh)Computer science.; (lcsh)Linguistics.; (lcsh)Language and languages—Style.; Computational Linguistics.; Computer Science.; Linguistics.; Stylistics.
    Scope: 1 Online-Ressource.
  15. The female voice and traditional discourse biases: The case of francophone African literature
    Author: Ormerod, Beverley; Volet, Jean-Marie; Jaccomard, Hélène

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    Enthalten in: Computers and the humanities; Dordrecht [u.a.] : Springer Science + Business Media B.V, 1966-2004; 28, Heft 6, 353-367, 11.1994; Online-Ressource
    Other subjects: (lcsh)Computational linguistics.; (lcsh)Computer science.; (lcsh)Linguistics.; (lcsh)Language and languages—Style.; Computational Linguistics.; Computer Science.; Linguistics.; Stylistics.
    Scope: 1 Online-Ressource.
  16. Empirical literary research on women and readers
    Author: Potter, Rosanne G.

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    Enthalten in: Computers and the humanities; Dordrecht [u.a.] : Springer Science + Business Media B.V, 1966-2004; 28, Heft 6, 375-381, 11.1994; Online-Ressource
    Other subjects: (lcsh)Computational linguistics.; (lcsh)Computer science.; (lcsh)Linguistics.; (lcsh)Language and languages—Style.; Computational Linguistics.; Computer Science.; Linguistics.; Stylistics.
    Scope: 1 Online-Ressource.
  17. Babies, bathwater and the study of literature
    Author: Fortier, Paul A.

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    Enthalten in: Computers and the humanities; Dordrecht [u.a.] : Springer Science + Business Media B.V, 1966-2004; 27, Heft 5-6, 375-385, 9.1993; Online-Ressource
    Other subjects: (lcsh)Computational linguistics.; (lcsh)Computer science.; (lcsh)Linguistics.; (lcsh)Language and languages—Style.; Computational Linguistics.; Computer Science.; Linguistics.; Stylistics.
    Scope: 1 Online-Ressource.
  18. Emergent Pragmatic Conventions in Spoken ELF Corpus Data: Micro-Diachronic Analysis of Inclusive vs. Exclusive Multilingual Practices
    Author: Pitzl, Marie-Luise

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    Enthalten in: Corpus pragmatics; [Cham] : Springer International Publishing, [2017]-; (30.5.2024), 1-26; Online-Ressource
    Other subjects: (lcsh)Pragmatics.; (lcsh)Digital humanities.; (lcsh)Computational linguistics.; (lcsh)Language and languages—Philosophy.; Pragmatics.; Digital Humanities.; Computational Linguistics.; Philosophy of Language.
    Scope: 1 Online-Ressource.
  19. Humanities Data in R
    Exploring Networks, Geospatial Data, Images, and Text
    Author: Arnold, Taylor; Tilton, Lauren
    Published: 2024
    Publisher:  Springer International Publishing, Imprint: Springer, Cham

    Zusammenfassung: This book teaches readers to integrate data analysis techniques into humanities research practices using the R programming language. Methods for general-purpose visualization and analysis are introduced first, followed by... more

     

    Zusammenfassung: This book teaches readers to integrate data analysis techniques into humanities research practices using the R programming language. Methods for general-purpose visualization and analysis are introduced first, followed by domain-specific techniques for working with networks, text, geospatial data, temporal data, and images. The book is designed to be a bridge between quantitative and qualitative methods, individual and collaborative work, and the humanities and social sciences. The second edition of the text is a significant revision, with almost every aspect of the text rewritten in some way. The most notable difference is the incorporation of new R packages such as ggplot2 and dplyr that center broad data-science concepts. This 2nd edition of Humanities Data with R does not presuppose background programming experience. Early chapters take readers from R set-up to exploratory data analysis, with one chapter dedicated to each stage of the data-science pipeline (data collection, visualization, manipulation, and relational joins). Following this, text analysis, networks, temporal data, geospatial data, and image analysis each have a dedicated chapter. These are grounded in examples to move readers beyond the intimidation of adding new tools to their research. The final section of the book extends the core material with additional computer science techniques for processing large datasets. Everything is hands-on: image analysis is explained using digitized photographs from the 1930s, and networks are applied to page links on Wikipedia. After working through these examples with the provided data, code and book website, readers are prepared to apply new methods to their own work. The open source R programming language, with its myriad packages and popularity within the sciences and social sciences, is particularly well-suited to working with humanities data. R packages are also highlighted in an appendix. The methodology will have wide application in classrooms and self-study for the humanities, but also for use in linguistics, anthropology, and political science. Outside the classroom, this intersection of humanities and computing is particularly relevant for research and new modes of dissemination across archives, museums and libraries

     
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    Source: Union catalogues
    Language: English
    Media type: Ebook
    Format: Online
    ISBN: 9783031625664
    Other identifier:
    Edition: 2nd ed. 2024
    Series: Quantitative Methods in the Humanities and Social Sciences
    Other subjects: (lcsh)Mathematical statistics--Data processing.; (lcsh)Digital humanities.; (lcsh)Sociology--Methodology.; (lcsh)Computational linguistics.; (lcsh)Anthropology.; Statistics and Computing.; Digital Humanities.; Sociological Methods.; Computational Linguistics.; Anthropology.
    Scope: Online-Ressource, XIV, 284 p. 80 illus., 50 illus. in color., online resource.
    Notes:

    - Part I Core -- Working with Data in R -- EDA I: Grammar of Graphics -- EDA II: Organizing Data -- EDA III: Restructuring Data -- Collecting Data -- Part II Data Types -- Textual Data -- Network Data -- Temporal Data -- Spatial Data -- Image Data -- Part III Additional Methods -- Programming in R -- Data Formats
  20. Applying Language Technology in Humanities Research :
    Design, Application, and the Underlying Logic /
    Author: McGillivray, Barbara.; Tóth, Gábor Mihály.
    Published: 2020.
    Publisher:  Springer International Publishing :, Cham : ; Imprint: Palgrave Macmillan,

    “McGillivray and Tóth provide a very comprehensible introduction to the most important current approaches of computer-aided text analysis in the Digital Humanities. By giving illustrative examples and many practical tips, they let the reader... more

     

    “McGillivray and Tóth provide a very comprehensible introduction to the most important current approaches of computer-aided text analysis in the Digital Humanities. By giving illustrative examples and many practical tips, they let the reader participate in their vast experience in this quickly evolving field of research.”--Gregor Wiedemann, University of Hamburg, Germany This book presents established and state-of-the-art methods in Language Technology (including text mining, corpus linguistics, computational linguistics, and natural language processing), and demonstrates how they can be applied by humanities scholars working with textual data. The landscape of humanities research has recently changed thanks to the proliferation of big data and large textual collections such as Google Books, Early English Books Online, and Project Gutenberg. These resources have yet to be fully explored by new generations of scholars, and the authors argue that Language Technology has a key role to play in the exploration of large-scale textual data. The authors use a series of illustrative examples from various humanistic disciplines (mainly but not exclusively from History, Classics, and Literary Studies) to demonstrate basic and more complex use-case scenarios. This book will be useful to graduate students and researchers in humanistic disciplines working with textual data, including History, Modern Languages, Literary studies, Classics, and Linguistics. This is also a very useful book for anyone teaching or learning Digital Humanities and interested in the basic concepts from computational linguistics, corpus linguistics, and natural language processing. Barbara McGillivray is a Turing Research Fellow at the University of Cambridge and The Alan Turing Institute, UK. She has published two monographs, Methods in Latin Computational Linguistics (2014) and Quantitative Historical Linguistics. A corpus framework (2017). Gábor Mihály Tóth is a Research Fellow at the USC Shoah Foundation and the Signal Analysis and Interpretation Laboratory (SAIL), Viterbi School of Engineering, University of Southern California, USA.

     
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    Source: Union catalogues
    Media type: Ebook
    Format: Online
    ISBN: 3-030-46493-8
    Other identifier:
    Edition: 1st ed. 2020.
    Series: Palgrave pivot
    Subjects: Linguistics—Methodology.; Humanities—Digital libraries.; Corpora (Linguistics).; Computational linguistics.; Data mining.; Research Methods in Language and Linguistics.; Digital Humanities.; Corpus Linguistics.; Computational Linguistics.; Data Mining and Knowledge Discovery.
    Scope: 1 online resource (xiii, 126 pages).
    Notes:

    Includes index.

    Chapter 1: Language Technology for the Humanities -- Chapter 2: Design of Text Resources and Tools -- Chapter 3: Frequency -- Chapter 4: Collocation -- Chapter 5: Word Meaning in Texts -- Chapter 6: Mining Textual Collections -- Chapter 7: Closing Remarks. .
  21. Humanities Data in R :
    Exploring Networks, Geospatial Data, Images, and Text /
    Author: Arnold, Taylor.
    Published: 2024.
    Publisher:  Springer International Publishing :, Cham : ; Imprint: Springer,

    This book teaches readers to integrate data analysis techniques into humanities research practices using the R programming language. Methods for general-purpose visualization and analysis are introduced first, followed by domain-specific techniques... more

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    Hochschule für Technik und Wirtschaft Berlin, Hochschulbibliothek
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    Humboldt-Universität zu Berlin, Universitätsbibliothek, Jacob-und-Wilhelm-Grimm-Zentrum
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    Brandenburgische Technische Universität Cottbus - Senftenberg, Universitätsbibliothek
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    This book teaches readers to integrate data analysis techniques into humanities research practices using the R programming language. Methods for general-purpose visualization and analysis are introduced first, followed by domain-specific techniques for working with networks, text, geospatial data, temporal data, and images. The book is designed to be a bridge between quantitative and qualitative methods, individual and collaborative work, and the humanities and social sciences. The second edition of the text is a significant revision, with almost every aspect of the text rewritten in some way. The most notable difference is the incorporation of new R packages such as ggplot2 and dplyr that center broad data-science concepts. This 2nd edition of Humanities Data with R does not presuppose background programming experience. Early chapters take readers from R set-up to exploratory data analysis, with one chapter dedicated to each stage of the data-science pipeline (data collection, visualization, manipulation, and relational joins). Following this, text analysis, networks, temporal data, geospatial data, and image analysis each have a dedicated chapter. These are grounded in examples to move readers beyond the intimidation of adding new tools to their research. The final section of the book extends the core material with additional computer science techniques for processing large datasets. Everything is hands-on: image analysis is explained using digitized photographs from the 1930s, and networks are applied to page links on Wikipedia. After working through these examples with the provided data, code and book website, readers are prepared to apply new methods to their own work. The open source R programming language, with its myriad packages and popularity within the sciences and social sciences, is particularly well-suited to working with humanities data. R packages are also highlighted in an appendix. The methodology will have wide application in classrooms and self-study for the humanities, but also for use in linguistics, anthropology, and political science. Outside the classroom, this intersection of humanities and computing is particularly relevant for research and new modes of dissemination across archives, museums and libraries.

     
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    Content information
    Volltext (URL des Erstveröffentlichers)
    Source: Union catalogues
    Contributor: Tilton, Lauren.
    Media type: Ebook
    Format: Online
    ISBN: 9783031625664
    Other identifier:
    RVK Categories: ST 601 ; ST 250 ; ES 275 ; AK 39950
    Edition: 2nd ed. 2024.
    Series: Quantitative Methods in the Humanities and Social Sciences,
    Subjects: Mathematical statistics; Digital humanities.; Sociology; Computational linguistics.; Anthropology.; Statistics and Computing.; Digital Humanities.; Sociological Methods.; Computational Linguistics.; Anthropology.
    Scope: 1 online resource (287 pages)
    Notes:

    - Part I Core -- Working with Data in R -- EDA I: Grammar of Graphics -- EDA II: Organizing Data -- EDA III: Restructuring Data -- Collecting Data -- Part II Data Types -- Textual Data -- Network Data -- Temporal Data -- Spatial Data -- Image Data -- Part III Additional Methods -- Programming in R -- Data Formats.
  22. Exploring the fine-grained analysis and automatic detection of irony on Twitter
    Author: Hee, Cynthia Van

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    Source: Union catalogues
    Language: English
    Media type: Article (journal)
    Format: Online
    ISSN: 1574-0218
    Other identifier:
    Parent title:
    In:: Language resources and evaluation; Dordrecht [u.a.] : Springer, 2005-; (26.2.2018), 1-25
    Other subjects: (lcsh)Linguistics.; (lcsh)Computer science.; (lcsh)Computational linguistics.; (lcsh)Philology.; Linguistics.; Computational Linguistics.; Computer Science, general.; Linguistics, general.; Language and Literature.
    Scope: Online-Ressource, online resource.
  23. “They Made us into a Race. We Made Ourselves into a People”: A Corpus Study of Contemporary Black American Group Identity in the Non-Fictional Writings of Ta-Nehisi Coates
    Author: Hathaway, Yulia

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    Source: Union catalogues
    Language: English
    Media type: Article (journal)
    Format: Online
    ISSN: 2509-9515
    Other identifier:
    Parent title:
    Enthalten in: Corpus pragmatics; [Cham] : Springer International Publishing, [2017]-; (2.3.2021), 1-22; Online-Ressource
    Other subjects: (lcsh)Application software.; (lcsh)Computational linguistics.; (lcsh)Semantics.; (lcsh)Pragmatics.; Pragmatics.; Computer Appl. in Arts and Humanities.; Computational Linguistics.; Semantics.
    Scope: Online-Ressource, online resource.
  24. Trusting the Electronic Edition
    Author: Flanders, Julia

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    Source: Union catalogues
    Language: English
    Media type: Article (journal)
    Format: Online
    Other identifier:
    Parent title:
    Enthalten in: Computers and the humanities; Dordrecht [u.a.] : Springer Science + Business Media B.V, 1966-2004; 31, Heft 4, 301-310, 7.1997; Online-Ressource
    Other subjects: (lcsh)Computational linguistics.; (lcsh)Computer science.; (lcsh)Linguistics.; (lcsh)Language and languages—Style.; Computational Linguistics.; Computer Science.; Linguistics.; Stylistics.
    Scope: Online-Ressource, online resource.
  25. Intertextual Encoding in the Writing of Women's Literary History
    Author: Brown, Susan; Grundy, Isobel; Clements, Patricia; Elio, Renée; Balazs, Sharon; Cameron, Rebecca

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    Source: Union catalogues
    Language: English
    Media type: Article (journal)
    Format: Online
    Other identifier:
    Parent title:
    Enthalten in: Computers and the humanities; Dordrecht [u.a.] : Springer Science + Business Media B.V, 1966-2004; 38, Heft 2, 191-206, 5.2004; Online-Ressource
    Other subjects: (lcsh)Computational linguistics.; (lcsh)Computer science.; (lcsh)Linguistics.; (lcsh)Language and languages—Style.; Computational Linguistics.; Computer Science.; Linguistics.; Stylistics.
    Scope: Online-Ressource, online resource.