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020 ▼a 9781527536791 ▼q electronic book
020 ▼a 1527536793 ▼q electronic book
020 ▼z 9781527533882
035 ▼a 2202209 ▼b (N$T)
035 ▼a (OCoLC)1109843195
040 ▼a N$T ▼b eng ▼e rda ▼e pn ▼c N$T ▼d N$T ▼d EBLCP ▼d YDXIT ▼d 247004
050 4 ▼a QA76.9.D343 ▼b S66 2019
08204 ▼a 006.3/12 ▼2 23
1001 ▼a Song, Juyoung.
24510 ▼a Big Data Analysis Using Machine Learning for Social Scientists and Criminologists/ ▼c by Juyong Song and Tae Min Song. ▼h [electronic resource].
260 1 ▼a Newcastle upon Tyne: ▼b Cambridge Scholars Publishing, ▼c 2019.
300 ▼a 1 online resource.
336 ▼a text ▼b txt ▼2 rdacontent
337 ▼a computer ▼b c ▼2 rdamedia
338 ▼a online resource ▼b cr ▼2 rdacarrier
504 ▼a Includes bibliographical references and index.
520 ▼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.
588 ▼a Description based on online resource; title from digital title page (viewed on August 13, 2019).
590 ▼a Master record variable field(s) change: 050, 650
650 0 ▼a Data mining ▼x Industrial applications.
650 0 ▼a Electronic data processing.
650 0 ▼a Criminologists ▼x Data processing.
650 0 ▼a Social scientists ▼x Data processing.
655 4 ▼a Electronic books.
7001 ▼a Song, T'ae-min,
85640 ▼3 EBSCOhost ▼u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2202209
938 ▼a EBL - Ebook Library ▼b EBLB ▼n EBL5834832
938 ▼a EBSCOhost ▼b EBSC ▼n 2202209
990 ▼a ***1008102
991 ▼a E-BOOK
994 ▼a 92 ▼b N$T