Core team:


Jake Williams

Berkeley

Department of Mathematics and Statistics, Assistant Professor


Most recent papers:

Peter Sheridan Dodds, David Dewhurst, Fletcher F. Hazlehurst, Colin van Oort, Lewis Mitchell, Andy Reagan, Jake Williams, Chris Danforth. Simon's fundamental rich-gets-richer model entails a dominant first-mover advantage. Preprint, 2016.
[pdf] [arXiv]
Jake Williams, James Bagrow, Andy Reagan, Sharon Alajajian, Chris Danforth, Peter Sheridan Dodds. Selection models of language production support informed text partitioning: an intuitive and practical bag-of-phrases framework for text analysis. Preprint, 2016.
[pdf] [arXiv]
Andy Reagan, Brian Tivnan, Jake Williams, Chris Danforth, Peter Sheridan Dodds. Benchmarking sentiment analysis methods for large-scale texts: A case for using continuum-scored words and word shift graphs. Preprint, 2015.
[pdf] [arXiv]
Jake Williams, Eric Clark, James Bagrow, Chris Danforth, Peter Sheridan Dodds. Identifying missing dictionary entries with frequency-conserving context models. Physical Review E, 042808, 92, 2015.
[pdf] [journal page] [arXiv]
Jake Williams, Peter Sheridan Dodds, Chris Danforth, James Bagrow, Eric Clark, Suma Desu, Paul Lessard. Zipf's Law holds for phrases, not words. Nature Scientific Reports, 12209, 5, 2015.
[pdf] [journal page] [arXiv] [online appendices]
Sharon Alajajian, Jake Williams, Andy Reagan, Stephen C. Alajajian, Morgan Frank, Lewis Mitchell, Jacob Lahne, Chris Danforth, Peter Sheridan Dodds. The Lexicocalorimeter: Gauging public health through caloric input and output on social media. Preprint, 2015.
[pdf] [arXiv]
Peter Sheridan Dodds, Eric Clark, Suma Desu, Morgan Frank, Andy Reagan, Jake Williams, Lewis Mitchell, Isabel Kloumann, James Bagrow, Karine Megerdoomian, Matthew T. McMahon, Brian Tivnan, Chris Danforth, Kameron D. Harris. Reply to Garcia et al.: Common mistakes in measuring frequency dependent word characteristics. Proceedings of the National Academy of Sciences, E2984–E2985, 112, 2015.
[pdf] [journal page] [arXiv] [online appendices]
Jake Williams, Peter Sheridan Dodds, Chris Danforth, James Bagrow. Text mixing shapes the anatomy of rank-frequency distributions. Physical Review E, 052811, 91, 2015.
[pdf] [journal page] [arXiv]
Peter Sheridan Dodds, Eric Clark, Suma Desu, Morgan Frank, Andy Reagan, Jake Williams, Lewis Mitchell, Kameron D. Harris, Isabel Kloumann, James Bagrow, Karine Megerdoomian, Matthew T. McMahon, Brian Tivnan, Chris Danforth. Human language reveals a universal positivity bias. Proceedings of the National Academy of Sciences, 2389-2394, 112, 2015.
[pdf] [journal page] [arXiv] [online appendices]

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