Big Data Analysis Using Machine Learning for Social Scientists and Criminologists

Big Data Analysis Using Machine Learning for Social Scientists and Criminologists
by: Juyoung Song
Published: 2019
Publisher Finelybook 出版社: Cambridge Scholars Publishing
ISBN-13: 9781527533882
ISBN-10: 1527533883
Book Description
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.