TY  - GEN
AU  - Aragon, Cecilia,  
AU  - Guha Shion
AU  - Kogan Marina
AU  - Muller Machael
AU  - Neff Gina
TI  - Human-Centered Data Science: An Introduction
SN  - 9780262543217
U1  - 005.7 ARA 
PY  - 0000///Cambridge, Massachusetts
CY  - 2022
PB  - MIT Press
KW  - Big data
KW  - Moral and ethical aspect
KW  - Data processing
KW  - Information science
KW  -  Quantitative research
N2  - Human-centered data science is a new interdisciplinary field that draws from human- computer interaction, social science, statistics, and computational techniques. This book, written by founders of the field, introduces best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of very large datasets. It offers a brief and accessible overview of many common statistical and algorithmic data science techniques, explains human-centered approaches to data science problems, and presents practical guidelines and real-world case studies to help readers apply these methods
ER  -