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190722s20192019enk ob 001 engd
▼a 9781527536791
▼q electronic book
▼a 1527536793
▼q electronic book
▼z 9781527533882
▼a 2202209
▼b (N$T)
▼a (OCoLC)1109843195
▼a N$T
▼b eng
▼c N$T
▼d N$T
▼d 248023
▼d EBLCP
▼d YDXIT
▼e rda
▼e pn
▼a MAIN
▼a QA76.9.D343
▼b S66 2019
▼a 006.3/12
▼2 23
▼a Song, Juyoung.
▼a Big Data Analysis Using Machine Learning for Social Scientists and Criminologists
▼h [electronic resource]/
▼d by Juyong Song and Tae Min Song.
▼a Newcastle upon Tyne:
▼b Cambridge Scholars Publishing,
▼c 2019.
▼a 1 online resource.
▼a text
▼b txt
▼2 rdacontent
▼a computer
▼b c
▼2 rdamedia
▼a online resource
▼b cr
▼2 rdacarrier
▼a Includes bibliographical references and index.
▼a 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.
▼a Description based on online resource; title from digital title page (viewed on August 13, 2019).
▼a Data mining
▼x Industrial applications.
▼a Electronic data processing.
▼a Criminologists
▼x Data processing.
▼a Social scientists
▼x Data processing.
▼a Song, T'ae-min.
▼3 EBSCOhost
▼u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2202209
▼a 강리원
▼b 강리원
▼a eBook
| 자료유형 : | eBook |
|---|---|
| ISBN : | 9781527536791 |
| ISBN : | 1527536793 |
| ISBN : | |
| 개인저자 : | Song, Juyoung. |
| 서명/저자사항 : | Big Data Analysis Using Machine Learning for Social Scientists and Criminologists [electronic resource]/ by Juyong Song and Tae Min Song. |
| 발행사항 : | Newcastle upon Tyne: Cambridge Scholars Publishing, 2019. |
| 형태사항 : | 1 online resource. |
| 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. -- |
| 일반주제명 : | Electronic data processing. -- |
| 일반주제명 : | Criminologists -- Data processing. -- |
| 일반주제명 : | Social scientists -- Data processing. -- |
| 개인저자 : | Song, T'ae-min. |
| 언어 | 영어 |
| URL : |
|---|
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