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Big Data Analysis Using Machine Learning for Social Scientists and Criminologists [electronic resource]
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| 자료유형 | 단행본 |
|---|---|
| 서명/저자사항 | Big Data Analysis Using Machine Learning for Social Scientists and Criminologists/ by Juyong Song and Tae Min Song. [electronic resource]. |
| 개인저자 | Song, Juyoung. Song, T'ae-min, |
| 발행사항 | Newcastle upon Tyne: Cambridge Scholars Publishing, 2019. |
| 형태사항 | 1 online resource. |
| ISBN | 9781527536791 1527536793 |
| 서지주기 | Includes bibliographical references and index. |
| 요약 | 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. |
| 일반주제명 | Data mining --Industrial applications. Electronic data processing. Criminologists --Data processing. Social scientists --Data processing. |
| 언어 | 영어 |
| 바로가기 |  |
