Find UC Berkeley Faculty

unsupervised language acquisition, efficient algorithms for NLP, linguistically rich models of language, integrating symbolic and statistical methods for NLP, organization of the web, machine translation, information extraction

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

A.I., learning, philosophy, psychology, cognitive development, theory of mind, young children, children's causal knowledge, Bayes Net formalism

language acquisition, language processing

quantum information and quantum computation, control and simulation of complex quantum systems, quantum effects in biological systems, quantum physics, quantum mechanics

Problem solving, knowledge representation & reorganization, explanatory coherence & inference, conceptual change, societal implications, science instruction, global climate change psychology, numeracy in journalism, naïve/informal physics, computational models of cognition, perceptual-cognitive interactions, intelligent tutoring systems, understandings of biological evolution, Reasoning, qualitative & quantitative thinking

flexible and pragmatic uses of language, representation of abstract concepts, linguistic relativity, social cognitive development in different cultural contexts

geospatial representation, political economy, critical environments, social mapping, political ecology, historical and political geography, environmental history, indigenous/campesino ontologies and epistemologies, Latin American geographies, videography

critical cartography, artificial intelligence, media geographies, critical GIS and data studies, cultural memory and landscape, Indigenous mapping, settler-colonial studies, politics of representation - textualization - and visuality, digitalities

cognitive development, language development, learning mechanisms, statistical learning and statistical inference, conceptual development, developmental psychology, word learning, physical reasoning, social cognition in infants and children, learning in infants and young children, computational models of cognitive development, Bayesian probabilistic models, cognitive development and AI models, psychology and philosophy

computer science, geometric design and modeling, computer graphics, computer aided cornea modeling and visualization, medical imaging, virtual environments for surgical simulation

Self and identity, close relationships, social cognition, social psychology, relational self, collective self, social power, hierarchy, status

nanoscale transport phenomena, micro/nanofabrication techniques, interfacial optical methods, thermodynamic and interfacial modeling

critical theory, aesthetics, literary theory, Kant, Nietzsche, Heidegger, Arendt, Benjamin, 18th-20th century German thought, Hegel, Adorno

artificial intelligence, computational biology, algorithms, machine learning, real-time decision-making, probabilistic reasoning