Big data analysis using machine learning for social scientists and criminologists

Big data analysis using machine learning for social scientists and criminologists

by Song, Juyoung

Type Book
Rate 0.0 /5

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 crime…

Read More ↓
Details
Files
Reviews
Download

Title Statements

  • Full title :Big data analysis using machine learning for social scientists and criminologists / by Juyong Song and Tae Min Song.

Summary

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.

Read More ↓

Edition Statements

  • Publication Date:©2019

Publication Statements

The Physical Object

  • Description:1 online resource

Edition Identifiers

  • ISBN:9781527536791, 1527536793
  • oclc:on1109843195
  • LC Classification:QA76.9.D343
  • Dewey Decimal:006.3/12

Subjects

Apprentissage automatique Big data Crime -- Data processing Criminologistes -- Informatique Criminologists -- Data processing Data mining -- Industrial applications Données volumineuses Electronic Data Processing Exploration de données (Informatique) -… Machine learning Social scientists -- Data processing Spécialistes des sciences sociales -- I…

Writers

Song, Juyoung Song, T'ae-min

Rate & Review

0.0/5
(0 people Voted)

No reviews yet. Be the first to rate this work.

Files & Downloads

No downloadable files are registered for this work yet.

Log in to request a copy