The dangerous art of text mining: a methodology for digital history
"The Dangerous Art of Text Mining celebrates the bold new research now possible because of text mining, the art of counting words over time. But the book is based on a warning: without help from the humanities, data science can distort the past and lead to perilous errors"--
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge ; New York ; Port Melbourne ; New Dehli ; Singapore
Cambridge University Press
[2023]
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Klappentext |
| Zusammenfassung: | "The Dangerous Art of Text Mining celebrates the bold new research now possible because of text mining, the art of counting words over time. But the book is based on a warning: without help from the humanities, data science can distort the past and lead to perilous errors"-- |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | xxx, 465 Seiten Illustrationen, Diagramme |
| ISBN: | 9781009262989 9781009262996 |
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Datensatz im Suchindex
| _version_ | 1804185813351661568 |
|---|---|
| adam_text | Preface Acknowledgments Introduction page ix xxvi I PART I TOWARD A SMARTER DATA SCIENCE I Why Textual Data from the Past Is Dangerous Μ 2 From Fantasy to Engagement 57 3 Words Are Keys and Words Are Barriers IOI 4 Critical Search: A Theory 117 5 To Predict or to Describe? 135 PART II THE HIDDEN DIMENSIONS OF TEMPORAL EXPERIENCE 6 The Many Windows of the House of the Past 161 7 Of Memory 190 8 The Distinctiveness of Certain Eras 229 9 The Measure of Influence 272 io The Fit of Algorithms to Temporal Experience 290 11 Whither Modernity 333 12 Attacks on Environmentalists in Congress 352.
PART HI DISCIPLINARY IMPLICATIONS 13 A Map of World Culture, Purged of Bias 40^ 14 The Future of the Art 4!$ Appendix: Notes on Data, Code, Labor, Room for Error, and British History Index 445 454
The Dangerous Art of Text Mining celebrates the bold new research now possible because of text mining: the art of counting words over time. However, this book also presents a warning: without help from the humanities, data science can distort the past and lead to perilous errors. The book opens with a rogue’s gallery of errors, then tours the ground-breaking analyses that have resulted from collaborations between humanists and data scientists. Jo Guldi explores how text mining can give a glimpse of the changing history of the past - for example, how quickly Americans forgot the history of slavery. Textual data can even prove who was responsible in Congress for silencing environmentalism over recent decades. The book ends with an impassioned vision of what text mining in defense of democracy would look like, and why humanists need to be involved.
|
| adam_txt |
Preface Acknowledgments Introduction page ix xxvi I PART I TOWARD A SMARTER DATA SCIENCE I Why Textual Data from the Past Is Dangerous Μ 2 From Fantasy to Engagement 57 3 Words Are Keys and Words Are Barriers IOI 4 Critical Search: A Theory 117 5 To Predict or to Describe? 135 PART II THE HIDDEN DIMENSIONS OF TEMPORAL EXPERIENCE 6 The Many Windows of the House of the Past 161 7 Of Memory 190 8 The Distinctiveness of Certain Eras 229 9 The Measure of Influence 272 io The Fit of Algorithms to Temporal Experience 290 11 Whither Modernity 333 12 Attacks on Environmentalists in Congress 352.
PART HI DISCIPLINARY IMPLICATIONS 13 A Map of World Culture, Purged of Bias 40^ 14 The Future of the Art 4!$ Appendix: Notes on Data, Code, Labor, Room for Error, and British History Index 445 454
The Dangerous Art of Text Mining celebrates the bold new research now possible because of text mining: the art of counting words over time. However, this book also presents a warning: without help from the humanities, data science can distort the past and lead to perilous errors. The book opens with a rogue’s gallery of errors, then tours the ground-breaking analyses that have resulted from collaborations between humanists and data scientists. Jo Guldi explores how text mining can give a glimpse of the changing history of the past - for example, how quickly Americans forgot the history of slavery. Textual data can even prove who was responsible in Congress for silencing environmentalism over recent decades. The book ends with an impassioned vision of what text mining in defense of democracy would look like, and why humanists need to be involved. |
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| discipline_str_mv | Allgemeines Geschichte |
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| spelling | Guldi, Jo 1978- Verfasser (DE-588)1022092383 aut The dangerous art of text mining a methodology for digital history Jo Guldi Cambridge ; New York ; Port Melbourne ; New Dehli ; Singapore Cambridge University Press [2023] © 2023 xxx, 465 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index "The Dangerous Art of Text Mining celebrates the bold new research now possible because of text mining, the art of counting words over time. But the book is based on a warning: without help from the humanities, data science can distort the past and lead to perilous errors"-- Geschichtswissenschaft (DE-588)4020535-6 gnd rswk-swf Digital Humanities (DE-588)1038714850 gnd rswk-swf Text Mining (DE-588)4728093-1 gnd rswk-swf Forschungsmethode (DE-588)4155046-8 gnd rswk-swf Historiography / Data processing Text data mining / Social aspects History / Errors, inventions, etc Electronic digital information literacy Digital humanities Text Mining (DE-588)4728093-1 s Forschungsmethode (DE-588)4155046-8 s Geschichtswissenschaft (DE-588)4020535-6 s Digital Humanities (DE-588)1038714850 s DE-604 Erscheint auch als Online-Ausgabe, EPUB 978-1-009-26301-6 Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034571871&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034571871&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
| spellingShingle | Guldi, Jo 1978- The dangerous art of text mining a methodology for digital history Geschichtswissenschaft (DE-588)4020535-6 gnd Digital Humanities (DE-588)1038714850 gnd Text Mining (DE-588)4728093-1 gnd Forschungsmethode (DE-588)4155046-8 gnd |
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| title | The dangerous art of text mining a methodology for digital history |
| title_auth | The dangerous art of text mining a methodology for digital history |
| title_exact_search | The dangerous art of text mining a methodology for digital history |
| title_exact_search_txtP | The dangerous art of text mining a methodology for digital history |
| title_full | The dangerous art of text mining a methodology for digital history Jo Guldi |
| title_fullStr | The dangerous art of text mining a methodology for digital history Jo Guldi |
| title_full_unstemmed | The dangerous art of text mining a methodology for digital history Jo Guldi |
| title_short | The dangerous art of text mining |
| title_sort | the dangerous art of text mining a methodology for digital history |
| title_sub | a methodology for digital history |
| topic | Geschichtswissenschaft (DE-588)4020535-6 gnd Digital Humanities (DE-588)1038714850 gnd Text Mining (DE-588)4728093-1 gnd Forschungsmethode (DE-588)4155046-8 gnd |
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