Projects include: Measuring Large Language Models’ Annotation Reliability in Social Science; Quantifying breakthroughs in the history of science; AI’s dual effect on the innovation gap in technology; Complex manufacturing activities concentrate in large cities of China; Tacit and explicit knowledge of complex jobs have divergent urban scaling patterns; Uncertainty, liquidity, and alternative forms of cultural sophistication in China’s Children’s Fashion Wear Markets; Hyperbolic embeddings reveal the complex knowledge structure of modern Physics; Ideological transformation in China’s People’s Daily; Political Discussion on Zhihu during the 2016 U.S. presidential election.
Background
A sociologist who uses both computational and qualitative methods to uncover hidden structures of knowledge and cultural complex systems. Interested in the production of knowledge, innovation, and social norms of technology, with a particular focus on interpretability, uncertainty, inequality, and disruptive changes in the knowledge economy.