Topic time series analysis of microblogs

DOI10.1093/imamat/hxw025zbMath1406.62152OpenAlexW211625369MaRDI QIDQ4557197

P. Jeffrey Brantingham, Blake Hunter, Daniel Moyer, Eric Warren Fox, Baichuan Yuan, Eric L. Lai, Andrea L. Bertozzi

Publication date: 29 November 2018

Published in: IMA Journal of Applied Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1093/imamat/hxw025

zbMATH Keywords

cluster analysistopic modelingmining complex datasetsspatial and temporal analysis

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to social sciences (62P25)

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Fast estimation of multivariate spatiotemporal Hawkes processes and network reconstruction ⋮ Spatiotemporal-textual point processes for crime linkage detection ⋮ Hawkes binomial topic model with applications to coupled conflict-Twitter data ⋮ Multivariate Spatiotemporal Hawkes Processes and Network Reconstruction

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