Knowledge discovery in the social sciences: a data mining approach
"Knowledge Discovery in the Social Sciences helps readers find valid, meaningful, and useful information. It is written for researchers and data analysts as well as students who have no prior experience in statistics or computer science. Suitable for a variety of classes--including upper-divisi...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berkeley
University of California Press
2020
|
| Schlagworte: | |
| Online-Zugang: | BSB01 Volltext |
| Zusammenfassung: | "Knowledge Discovery in the Social Sciences helps readers find valid, meaningful, and useful information. It is written for researchers and data analysts as well as students who have no prior experience in statistics or computer science. Suitable for a variety of classes--including upper-division courses for undergraduates, introductory courses for graduate students, and courses in data management and advanced statistical methods--the book guides readers in the application of data mining techniques and illustrates the significance of newly discovered knowledge. Readers will learn to: * appreciate the role of data mining in scientific research * develop an understanding of fundamental concepts of data mining and knowledge discovery * use software to carry out data mining tasks * select and assess appropriate models to ensure findings are valid and meaningful * develop basic skills in data preparation, data mining, model selection, and validation * apply concepts with end-of-chapter exercises and review summaries." |
| Beschreibung: | 1 Online-Ressource (253 Seiten) |
| ISBN: | 9780520965874 |
| DOI: | 10.1525/9780520965874 |
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Datensatz im Suchindex
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| dewey-ones | 300 - Social sciences |
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| dewey-search | 300.285/6312 |
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| dewey-tens | 300 - Social sciences |
| discipline | Soziologie |
| discipline_str_mv | Soziologie |
| doi_str_mv | 10.1525/9780520965874 |
| format | Electronic eBook |
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| id | DE-604.BV047522741 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T18:23:45Z |
| indexdate | 2024-07-10T09:14:20Z |
| institution | BVB |
| isbn | 9780520965874 |
| language | English |
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| spelling | Shu, Xiaoling 1968- Verfasser (DE-588)1207475785 aut Knowledge discovery in the social sciences a data mining approach Xiaoling Shu Berkeley University of California Press 2020 1 Online-Ressource (253 Seiten) txt rdacontent c rdamedia cr rdacarrier "Knowledge Discovery in the Social Sciences helps readers find valid, meaningful, and useful information. It is written for researchers and data analysts as well as students who have no prior experience in statistics or computer science. Suitable for a variety of classes--including upper-division courses for undergraduates, introductory courses for graduate students, and courses in data management and advanced statistical methods--the book guides readers in the application of data mining techniques and illustrates the significance of newly discovered knowledge. Readers will learn to: * appreciate the role of data mining in scientific research * develop an understanding of fundamental concepts of data mining and knowledge discovery * use software to carry out data mining tasks * select and assess appropriate models to ensure findings are valid and meaningful * develop basic skills in data preparation, data mining, model selection, and validation * apply concepts with end-of-chapter exercises and review summaries." Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf Wissensproduktion (DE-588)4660420-0 gnd rswk-swf Electronic books Sozialwissenschaften (DE-588)4055916-6 s Wissensproduktion (DE-588)4660420-0 s DE-604 Erscheint auch als Druck-Ausgabe, Hardcover 9780520339996 Erscheint auch als Druck-Ausgabe, Paperback 9780520292307 https://doi.org/10.1525/9780520965874 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Shu, Xiaoling 1968- Knowledge discovery in the social sciences a data mining approach Sozialwissenschaften (DE-588)4055916-6 gnd Wissensproduktion (DE-588)4660420-0 gnd |
| subject_GND | (DE-588)4055916-6 (DE-588)4660420-0 |
| title | Knowledge discovery in the social sciences a data mining approach |
| title_auth | Knowledge discovery in the social sciences a data mining approach |
| title_exact_search | Knowledge discovery in the social sciences a data mining approach |
| title_exact_search_txtP | Knowledge discovery in the social sciences a data mining approach |
| title_full | Knowledge discovery in the social sciences a data mining approach Xiaoling Shu |
| title_fullStr | Knowledge discovery in the social sciences a data mining approach Xiaoling Shu |
| title_full_unstemmed | Knowledge discovery in the social sciences a data mining approach Xiaoling Shu |
| title_short | Knowledge discovery in the social sciences |
| title_sort | knowledge discovery in the social sciences a data mining approach |
| title_sub | a data mining approach |
| topic | Sozialwissenschaften (DE-588)4055916-6 gnd Wissensproduktion (DE-588)4660420-0 gnd |
| topic_facet | Sozialwissenschaften Wissensproduktion |
| url | https://doi.org/10.1525/9780520965874 |
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