Title Big data analysis using machine learning for social scientists and criminologists / by Juyong Song and Tae Min Song

Published Newcastle upon Tyne : Cambridge Scholars Publishing, 2019 ©2019

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Description 1 online resource Summary 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 Bibliography Includes bibliographical references and index Notes Online resource; title from digital title page (viewed on August 13, 2019) Subject Data mining -- Industrial applications Big data. Machine learning. Crime -- Data processing Electronic data processing. Criminologists -- Data processing Social scientists -- Data processing Machine learning Crime -- Data processing Big data Electronic data processing Form Electronic book Author Song, T'ae-min, author ISBN 9781527536791 1527536793

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