Research

“Allotaxonometry and rank-turbulence divergence: A universal instrument for comparing complex systems”. Peter Sheridan Dodds, Joshua R Minot, Michael V Arnold, Thayer Alshaabi, Jane Lydia Adams, David Rushing Dewhurst, Tyler J Gray, Morgan R Frank, Andrew J Reagan, Christopher M. Danforth. EPJ Data Science, 19 September 2023. 10.1140/epjds/s13688-023-00400-x.

“DevOps for DataVis: A Survey and Provocation for Teaching Deployment of Data Visualizations”. IEEE VIS 2023 alt.VIS workshop, Melbourne, AUS. Jane L. Adams. 10.31219/osf.io/ub539.

“Augmented Reality as a Visualization Technique for Scholarly Publications in Astronomy: An Empirical Evaluation”. IEEE VIS 2023 Short Papers, Melbourne, AUS. Jane Adams, Laura South, Arzu Çöltekin, Alyssa Goodman, and Michelle Borkin. 10.31219/osf.io/93brd.

User Study: Evaluation of AR Technology for Astronomy Journal Publications. 241st Meeting of the American Astronomical Society (AAS), Seattle WA. Conducted user study with over 50 experts in astronomy to investigate the potential and pitfalls of using Augmented Reality for visualization of astrophysical data such as the interstellar medium, star formation, spectral analysis, and exoplanet search. Michelle Borkin and Jane Adams.

“Comparative Analysis Dashboard for Interpretability of Binary Function Similarity Evaluation Models”. Network graph representation of IDA-disassembled binaries across architectures for ACFG (attributed control flow graph) analysis in cybersecurity contexts. Jane L. Adams and Michael Davinroy. Work in Progress.

“On Creating Mixed Media Artificial Intelligence Art”. Jane Adams. Creative AI Across Modalities Workshop at AAAI 2023. Hybrid / Washington DC.

“Visual Utility Evaluation of Differentially Private Scatterplots”. Liudas Panavas, Tarik Crnovrsanin, Jane L. Adams, Ali Sarvghad, Melanie Tory, Cody Dunne. IEEE VIS 2022. 10.1109/TVCG.2023.3292391.

“Ready Player Viz: Player-Created Strategic Visualizations for Video Games”. Jane L. Adams and Michael Davinroy, alt.VIS 2022. 10.31219/osf.io/vkmsr.

“ArterialVis” – image processing, segmentation, 3D to 2D network abstraction of cerebrovasculature, and interactive visualization of planar graph embedding for detection of neurological anomalies. Jane L. Adams, Liudas Panavas, Michelle Borkin, Cody Dunne.

“Storywrangler: A massive exploratorium for sociolinguistic, cultural, socioeconomic, and political timelines using Twitter”. Thayer Alshaabi, Jane L Adams, Michael V Arnold, Joshua R Minot, David R Dewhurst, Andrew J Reagan, Christopher M. Danforth, Peter Sheridan Dodds. Science Advances. 10.1126/sciadv.abe6534.

“Sirius: A Mutual Information Tool for Exploratory Visualization of Mixed Data”. Jane Lydia Adams, Todd F. DeLuca, Christopher M. Danforth, Peter Sheridan Dodds, Yuhang Zheng, Boyoon Choi, Allison Min, Konstantinos Anastasakis, and Michael M. Bessey. 10.48550/arXiv.2106.05260.

“Quantifying language changes surrounding mental health on Twitter”. Anne Marie Stupinski, Thayer Alshaabi, Michael V Arnold, Jane Lydia Adams, Joshua R Minot, Matthew Price, Peter Sheridan Dodds, Christopher M Danforth. 10.2196/33685.

“The incel lexicon: Deciphering the emergent cryptolect of a global misogynistic community”. Kelly Gothard, David Rushing Dewhurst, Joshua R Minot, Jane Lydia Adams, Christopher M Danforth, Peter Sheridan Dodds. 10.48550/arXiv.2105.12006.

“Homophily and Heterogeneity in the Cancerous Cell Line Network for Gene Therapy Improvements”. Jane Adams, Celestin Coquide, Diana Garcia and Rodrigo Migueles Ramirez. NetSci 2020 International School and Conference on Network Science.

“Long-term word frequency dynamics derived from Twitter are corrupted: A bespoke approach to detecting and removing pathologies in ensembles of time series”. Peter Sheridan Dodds, Joshua R. Minot, Michael V. Arnold, Thayer Alshaabi, Jane L. Adams, David R. Dewhurst, Andrew J. Reagan, Christopher M. Danforth. 10.48550/arXiv.2008.11305.

“Computational timeline reconstruction of the stories surrounding Trump: Story turbulence, narrative control, and collective chronopathy”. Peter Sheridan Dodds, Joshua R Minot, Michael V Arnold, Thayer Alshaabi, Jane Lydia Adams, Andrew J Reagan, Christopher M Danforth. 10.1371/journal.pone.0260592.

“How the world’s collective attention is being paid to a pandemic: COVID-19 related 1-gram time series for 24 languages on Twitter”. Thayer Alshaabi, JR Minot, MV Arnold, Jane Lydia Adams, David Rushing Dewhurst, Andrew J Reagan, Roby Muhamad, Christopher M Danforth, Peter Sheridan Dodds. 10.1371/journal.pone.0244476.

“A Network Approach to Cancer: Clustering Cell Lines by Gene Dependency Rank Differences”. Jane Adams, Celestin Coquide, Diana Garcia, Rodrigo Migueles Ramirez. Extended abstract and poster presented at Northeast Regional Conference on Complex Systems (NERCCS) 2020.

“The growing echo chamber of social media: Measuring temporal and social contagion dynamics for over 150 languages on Twitter for 2009-2020”. Thayer Alshaabi, David R Dewhurst, Joshua R Minot, Michael V Arnold, Jane L Adams, Christopher M Danforth, Peter Sheridan Dodds. 10.1140/epjds/s13688-021-00271-0.

“Hurricanes and hashtags: Characterizing online collective attention for natural disasters”. Michael V Arnold, David Rushing Dewhurst, Thayer Alshaabi, Joshua R Minot, Jane L Adams, Christopher M Danforth, Peter Sheridan Dodds. 10.1371/journal.pone.0251762.

“Fame and Ultrafame: Measuring and comparing daily levels of ‘being talked about’ for United States’ presidents, their rivals, God, countries, and K-pop”. Peter Sheridan Dodds, Joshua R Minot, Michael V Arnold, Thayer Alshaabi, Jane Lydia Adams, David Rushing Dewhurst, Andrew J Reagan, Christopher M Danforth. Journal of Quantitative Description. 10.51685/jqd.2022.004.