Find UC Berkeley Faculty

Research Expertise and Interest

Use quotes to search for an exact phrase. Example: "computational biology"

Name

Department

School of Education

knowledge representation, adaptive learning, artificial intelligence, learning analytics, Recommender Systems, higher education, data science, Digital Learning Environments, cognitive modeling, Big Data in Education, Knowledge Tracing, Formative Assessment, intelligent tutoring systems, Online Learning, psychometrics, Educational Data Mining

Photo of Abhishek Nagaraj in outside setting.

Abhishek Nagaraj

Haas School of Business

innovation, entrepreneurship, big data, cartography

Michelle Wilkerson

Michelle Wilkerson

School of Education

K-12 math and science education, science education, mathematics education, computing education, design-based research, computers in K-12 education, data literacy, data science education

Ali Kakhbod

Haas School of Business

financial economics, big data, machine learning, information frictions

Lee Fleming

Dept of Industrial Engineering & Operations Research

commercializing breakthroughs, invention, innovation, patents, big data, ethics and technology, leadership

Division of Computer Science (EECS)

program analysis, program synthesis, database application performance, big systems, big data, database management, database management systems, database design and construction, programming languages and compilers, programming languages

Dana Miller-Cotto

School of Education

educational equity, early childhood education, cognitive processes, early math learning, social contexts of education

School of Education

Dept of African American Studies

educational policy, charter schools, politics of education, race and education, school choice, desegregation, philanthropy and education, advocacy

Cati V. de los Ríos

Cati V. de los Ríos

School of Education

literacy, bi/multilingual education

Dept of Statistics

data science, Educational Data Science, scientific computing

School of Education

ideologies and discourses in education, education

Andrea A. diSessa

School of Education

education, cognition, conceptual development, science education, design of technology for education, computational literacies

Jennifer A. Delaney

School of Education

higher education finance, higher education policy

Jose Eos Trinidad

School of Education

education policy, institutional change, organizational theory, civil society, sociology of education

Sophia Rabe-Hesketh

Sophia Rabe-Hesketh

School of Education

biostatistics, educational statistics, latent variable models, missing data methods, multilevel models, generalized linear latent and mixed models, hierarchical models, longitudinal data, Item response models, structural equation models

Daniel Perlstein

Daniel Perlstein

School of Education

schooling, diversity, democracy, urban education, teachers unions, inequality education

School of Education

social research methods, higher education policy, economics of higher education

Andrew Bray

Dept of Statistics

statistical computing, data privacy, data science

Lexin Li

School of Public Health

neuroimaging data analysis, deep brain stimulation, brain-computer-interface, statistical machine learning, deep learning, reinforcement learning, networks data analysis, functional data analysis, tensor analysis, ordinary differential equations, dimension reduction, high dimensional inference

Dept of Chemistry

chemical education

Dept of Statistics

statistics, empirical process, high-dimensional modeling, technology in education

Xiudi Li

School of Public Health

causal inference, data integration, federated learning and transfer learning, electronic health records, clinical trials, High Dimensional Data Analysis

Jesse Rothstein

Dept of Economics

Goldman School of Public Policy

labor economics, inequality, education policy, unemployment, tax policy, local public finance, teacher quality, segregation, economics of education, labor market, public impact research/scholarship, research practice partnership, partnership research, higher education

Janet Napolitano

Janet Napolitano

Goldman School of Public Policy

education, leadership and management, politics

Dept of Economics

industrial organization, public policy, education