Human-centered data science: an introduction
Gespeichert in:
| Hauptverfasser: | , , , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, Massachusetts ; London, England
The MIT Press
[2022]
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | 185 Seiten Illustrationen, Diagramme |
| ISBN: | 9780262543217 0262543214 |
Internformat
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| 245 | 1 | 0 | |a Human-centered data science |b an introduction |c Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller, and Gina Neff |
| 264 | 1 | |a Cambridge, Massachusetts ; London, England |b The MIT Press |c [2022] | |
| 264 | 4 | |c © 2022 | |
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Datensatz im Suchindex
| _version_ | 1804184246807429120 |
|---|---|
| adam_text | Contents Acknowledgments ix 1 Data Science to Human-Centered Data Science 2 The Data Science Cycle 3 Interrogating Data Science 4 Techniques and Tools for Data Science Models 5 Human-Centered Approaches to Data Science Problems 6 Human-Centered Data Science Methods 7 Collaborations across and beyond Data Science 8 Storytelling with Data 9 The Future of Human-Centered Data Science Glossary 153 References 163 Index 179 1 13 31 51 93 115 129 147 75
|
| adam_txt |
Contents Acknowledgments ix 1 Data Science to Human-Centered Data Science 2 The Data Science Cycle 3 Interrogating Data Science 4 Techniques and Tools for Data Science Models 5 Human-Centered Approaches to Data Science Problems 6 Human-Centered Data Science Methods 7 Collaborations across and beyond Data Science 8 Storytelling with Data 9 The Future of Human-Centered Data Science Glossary 153 References 163 Index 179 1 13 31 51 93 115 129 147 75 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Aragon, Cecilia Guha, Shion Kogan, Marina Muller, Michael Neff, Gina 1971- |
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| author_facet | Aragon, Cecilia Guha, Shion Kogan, Marina Muller, Michael Neff, Gina 1971- |
| author_role | aut aut aut aut aut |
| author_sort | Aragon, Cecilia |
| author_variant | c a ca s g sg m k mk m m mm g n gn |
| building | Verbundindex |
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| callnumber-first | Q - Science |
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| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
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| discipline | Allgemeines Informatik Soziologie |
| discipline_str_mv | Allgemeines Informatik Soziologie |
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| spelling | Human-centered data science an introduction Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller, and Gina Neff Cambridge, Massachusetts ; London, England The MIT Press [2022] © 2022 185 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Big Data (DE-588)4802620-7 gnd rswk-swf Sozialer Ertrag (DE-588)4262264-5 gnd rswk-swf Methodologie (DE-588)4139716-2 gnd rswk-swf Soziologie (DE-588)4077624-4 gnd rswk-swf Ethik (DE-588)4015602-3 gnd rswk-swf Datenverarbeitung (DE-588)4011152-0 gnd rswk-swf Big data / Moral and ethical aspects Social indicators / Data processing Quantitative research / Moral and ethical aspects Information science (DE-588)4151278-9 Einführung gnd-content Soziologie (DE-588)4077624-4 s Methodologie (DE-588)4139716-2 s Big Data (DE-588)4802620-7 s Datenverarbeitung (DE-588)4011152-0 s Ethik (DE-588)4015602-3 s Sozialer Ertrag (DE-588)4262264-5 s DE-604 Aragon, Cecilia (DE-588)1271151197 aut Guha, Shion (DE-588)1271162210 aut Kogan, Marina aut Muller, Michael aut Neff, Gina 1971- (DE-588)1112095802 aut Erscheint auch als Online-Ausgabe, EPUB 978-0-262-36759-2 Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033750819&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Aragon, Cecilia Guha, Shion Kogan, Marina Muller, Michael Neff, Gina 1971- Human-centered data science an introduction Big Data (DE-588)4802620-7 gnd Sozialer Ertrag (DE-588)4262264-5 gnd Methodologie (DE-588)4139716-2 gnd Soziologie (DE-588)4077624-4 gnd Ethik (DE-588)4015602-3 gnd Datenverarbeitung (DE-588)4011152-0 gnd |
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| title | Human-centered data science an introduction |
| title_auth | Human-centered data science an introduction |
| title_exact_search | Human-centered data science an introduction |
| title_exact_search_txtP | Human-centered data science an introduction |
| title_full | Human-centered data science an introduction Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller, and Gina Neff |
| title_fullStr | Human-centered data science an introduction Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller, and Gina Neff |
| title_full_unstemmed | Human-centered data science an introduction Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller, and Gina Neff |
| title_short | Human-centered data science |
| title_sort | human centered data science an introduction |
| title_sub | an introduction |
| topic | Big Data (DE-588)4802620-7 gnd Sozialer Ertrag (DE-588)4262264-5 gnd Methodologie (DE-588)4139716-2 gnd Soziologie (DE-588)4077624-4 gnd Ethik (DE-588)4015602-3 gnd Datenverarbeitung (DE-588)4011152-0 gnd |
| topic_facet | Big Data Sozialer Ertrag Methodologie Soziologie Ethik Datenverarbeitung Einführung |
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