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Big data analysis using machine learning for social scientists and criminologists /
This book provides a detailed description of the entire study process concerning gathering and analysing big data and making observations to develop a crime-prediction model that utilizes its findings. It offers an in-depth discussion of several processes, including text mining, which extracts usefu...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Newcastle upon Tyne :
Cambridge Scholars Publishing,
2019.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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|---|---|---|---|
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| 003 | OCoLC | ||
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| 049 | |a UAMI | ||
| 100 | 1 | |a Song, Juyoung, |e author. | |
| 245 | 1 | 0 | |a Big data analysis using machine learning for social scientists and criminologists / |c by Juyong Song and Tae Min Song. |
| 264 | 1 | |a Newcastle upon Tyne : |b Cambridge Scholars Publishing, |c 2019. | |
| 264 | 4 | |c ©2019 | |
| 300 | |a 1 online resource | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a This book provides a detailed description of the entire study process concerning gathering and analysing big data and making observations to develop a crime-prediction model that utilizes its findings. It offers an in-depth discussion of several processes, including text mining, which extracts useful information from online documents; opinion mining, which analyses the emotions contained in documents; machine learning for crime prediction; and visualization analysis. To accurately predict crimes using machine learning, it is necessary to procure high-quality training data. Machine learning com. | ||
| 588 | 0 | |a Online resource; title from digital title page (viewed on August 13, 2019). | |
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 650 | 0 | |a Data mining |x Industrial applications. | |
| 650 | 0 | |a Big data. | |
| 650 | 0 | |a Machine learning. | |
| 650 | 0 | |a Crime |x Data processing. | |
| 650 | 0 | |a Electronic data processing. | |
| 650 | 0 | |a Criminologists |x Data processing. | |
| 650 | 0 | |a Social scientists |x Data processing. | |
| 650 | 6 | |a Exploration de données (Informatique) |x Applications industrielles. | |
| 650 | 6 | |a Données volumineuses. | |
| 650 | 6 | |a Apprentissage automatique. | |
| 650 | 6 | |a Criminologistes |x Informatique. | |
| 650 | 6 | |a Spécialistes des sciences sociales |x Informatique. | |
| 650 | 7 | |a Machine learning. |2 fast |0 (OCoLC)fst01004795 | |
| 650 | 7 | |a Crime |x Data processing. |2 fast |0 (OCoLC)fst00882988 | |
| 650 | 7 | |a Big data. |2 fast |0 (OCoLC)fst01892965 | |
| 650 | 7 | |a Electronic data processing. |2 fast |0 (OCoLC)fst00906956 | |
| 700 | 1 | |a Song, T'ae-min, |e author. | |
| 776 | 0 | 8 | |i Print version: |a Song, Juyoung. |t Big Data Analysis Using Machine Learning for Social Scientists and Criminologists. |d Newcastle upon Tyne : Cambridge Scholars Publishing, 2019 |z 1527533883 |z 9781527533882 |w (OCoLC)1100601153 |
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