Social and Behavioral Data Science

dark blue uhman figures on a computer background of circuitry shapes

 

IDSC Social and Behavioral Data Science (SBDS) is dedicated to a computational understanding of interaction with the ultimate goal of facilitating human functioning. Global social networks integrating the behavior of billions of individuals unite us, and sometimes divide us. Uniting big data in fields from psychology to physics, and from neuroscience to law. SBDS encompasses computational neuroscience, machine learning of behavior, and the social networks that characterize modern life. Research extends from the deep learning of audio environments to social network analysis. It includes the impact of data science on social processes, such as applications of facial identification technology. SBDS is committed to the ethical collection, storage, and analysis of big behavioral data. The program is committed to using data science to combat inequity and pursue social justice (Gigabytes for Good).

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Daniel Messinger
Daniel Messinger, PhD
Director, IDSC Social and Behavioral Data Science

Dr. Daniel Messinger is a professor and Director of the Child Division in the Department of Psychology at the University of Miami where he has secondary appointments in Pediatrics and Music Engineering. He is the Program Director of Social and Behavioral Data Science at the Institute for Data Science and Computing—and Research Director of the Linda Ray Intervention Center. He is an Editor and Chief of Developmental Science and serves on the editorial board of Infancy. Dr. Messinger employs computational approaches to big behavioral data to understand social, language and emotional development. His research focuses on social and communicative development in typically developing children, children with hearing loss, children with autism spectrum disorder (ASD), and children whose communicative development is affected by prenatal drug exposure and poverty. This research has been continuously funded by the US federal government and private foundations for 25 years. It has resulted in both multi-investigator research collaborations and single investigator efforts that have yielded high impact publications (Google h-index=63). Dr. Messinger is the author of over 125 scientific publications appearing in high profile journals such as Science Reports, Developmental Science, and Molecular Autism. Dr. Messinger is an Editor in Chief at Developmental Science and is a member of Infancy’s editorial board.

Experts

Sierra Bainter

Sierra Bainter

Rebecca Bulotsky-Shearer

Rebecca Bulotsky-Shearer

Margaret M. Byrne

Margaret M. Byrne

Ching-Hua Chuan

Ching-Hua Chuan

Julia Dallman

Julia Dallman

Michael T. French

Michael T. French

A. Michael Froomkin University of Miami 2018 Big Data Conference Speaker

A. Michael Froomkin

Casey Klofstad

Casey Klofstad

Louis Herns Marcelin

Louis Herns Marcelin

Hilda Pantin

Hilda Pantin

Tatiana Perrino

Tatiana Perrino

Lynn K. Perry

Guillermo Prado

Guillermo Prado

Azizi Seixas

Azizi Seixas

Nazrul I. Shaikh

Nazrul I. Shaikh

Chaoming Song

Chaoming Song

Stefan Wuchty

Stefan Wuchty

Wanli Xing

Wanli Xing

 

 

 

 

 

 

 

 

Recent Publications

Student Researchers

Samantha Mitsven, University of Miami early PLAY and DEVELOPMENT Laboratory Student

Samantha Mitsven
Student, AI + Machine Learning
UM Early Play & Development Lab

Laura Vitale, University of Miami early PLAY and DEVELOPMENT Laboratory Student

Laura Vitale
Student,
IDSC AI + Machine Learning
UM Early Play & Development Lab