{"product_id":"big-data-analysis-using-machine-juyoung-song-9781527533882","title":"Big Data Analysis Using Machine Learning for Social Scientists and Criminologists","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 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 combined with high-quality data can be used to develop excellent crime-prediction artificial intelligences. \u003cp\u003eAs 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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Juyoung Song\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1527533883\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781527533882\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Cambridge Scholars Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/22\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 311\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.05lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.10h x 5.90w x 0.90d\u003c\/p\u003e","brand":"Juyoung Song","offers":[{"title":"Hardcover","offer_id":48748348768511,"sku":"9781527533882","price":99.95,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_3c941f7a-4451-49dc-95e0-a3256eb08e87.jpg?v=1782628779","url":"https:\/\/www.whiterainbookhouse.com\/products\/big-data-analysis-using-machine-juyoung-song-9781527533882","provider":"WR Book House","version":"1.0","type":"link"}