Darowizna 15 września 2024 – 1 października 2024 O zbieraniu funduszy

Big Data Analysis Using Machine Learning for Social...

Big Data Analysis Using Machine Learning for Social Scientists and Criminologists

Juyoung Song
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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 utilises 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 combined with high-quality data can be used to develop excellent crime-prediction artificial intelligences. As such, the book will serve to be a practical guide to anyone wishing to predict rapidly-changing social phenomena and draw creative conclusions using big-data analysis.
Rok:
2019
Wydawnictwo:
Cambridge Scholars Publishing
Język:
english
Strony:
311
ISBN 10:
1527533883
ISBN 13:
9781527533882
Plik:
PDF, 18.73 MB
IPFS:
CID , CID Blake2b
english, 2019
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