Knowledge discovery in the social sciences : a data mining approach /

"Knowledge Discovery in the Social Sciences helps readers find valid, meaningful, and useful information, and it is written for researchers and data analysts, as well as students who hold no prior experience in statistics or computer science. Suitable for a variety of courses--including upper-d...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Shu, Xiaoling, 1968- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Oakland, California : University of California Press, [2020]
Temas:
Social sciences > Research > Data processing.
Data mining.
Data Mining
Sciences sociales > Recherche > Informatique.
Exploration de données (Informatique)
SOCIAL SCIENCE > Methodology.
Data mining
Social sciences > Research > Data processing
academic research.
academic.
anova test.
best fit model.
box plot.
causality.
classification.
collecting data.
data mining.
data processing.
decision trees.
matrix.
regression.
scholarly research.
scholarly.
scientific research.
scientific study.
social science.
statistical analysis.
statistics.
text mining.
variables.
web mining.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Knowledge discovery and data mining in social science research
  • Data preprocessing
  • Model assessment
  • Data mining : unsupervised learning
  • Data mining : supervised learning
  • Data mining : text data and network data.

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