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Inference of Media Bias and Content Quality Using Natural-Language Processing


Dec 01, 2022
Zehan Chao, Denali Molitor, Deanna Needell, Mason A. Porter

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* 21 pages, 7 figures, 4 tables 

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Detecting Political Biases of Named Entities and Hashtags on Twitter


Sep 16, 2022
Zhiping Xiao, Jeffrey Zhu, Yining Wang, Pei Zhou, Wen Hong Lam, Mason A. Porter, Yizhou Sun

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* Submitted to EPJ -- Data Science, under review 

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A Non-Expert's Introduction to Data Ethics for Mathematicians


Jan 18, 2022
Mason A. Porter

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* working paper (associated with my data-ethics lecture at the 2021 AMS Short Course on Mathematical and Computational Methods for Complex Social Systems); not yet refereed; private comments and suggestions are appreciated 

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An Extension of InfoMap to Absorbing Random Walks


Dec 21, 2021
Esteban Vargas Bernal, Mason A. Porter, Joseph H. Tien

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Learning low-rank latent mesoscale structures in networks


Feb 13, 2021
Hanbaek Lyu, Yacoub H. Kureh, Joshua Vendrow, Mason A. Porter

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* 45 pages, 14 figures, 1 table 

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Mixed Logit Models and Network Formation


Jun 30, 2020
Harsh Gupta, Mason A. Porter

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Edge Correlations in Multilayer Networks


Aug 11, 2019
A. Roxana Pamfil, Sam D. Howison, Mason A. Porter

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* 19 pages, 7 figures, 3 tables 

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Pull out all the stops: Textual analysis via punctuation sequences


Dec 31, 2018
Alexandra N. M. Darmon, Marya Bazzi, Sam D. Howison, Mason A. Porter

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* Figure 6 has some panels of lower graphical quality because of file size 

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Multivariate Spatiotemporal Hawkes Processes and Network Reconstruction


Nov 15, 2018
Baichuan Yuan, Hao Li, Andrea L. Bertozzi, P. Jeffrey Brantingham, Mason A. Porter

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Stochastic Block Models are a Discrete Surface Tension


Jun 07, 2018
Zachary M. Boyd, Mason A. Porter, Andrea L. Bertozzi

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