Christopher M. Danforth

Orcid: 0000-0002-9857-2845

According to our database1, Christopher M. Danforth authored at least 86 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Allotaxonometry and rank-turbulence divergence: a universal instrument for comparing complex systems.
EPJ Data Sci., December, 2023

Computational Paremiology: Charting the temporal, ecological dynamics of proverb use in books, news articles, and tweets.
Digit. Humanit. Q., 2023

The Resume Paradox: Greater Language Differences, Smaller Pay Gaps.
CoRR, 2023

A blind spot for large language models: Supradiegetic linguistic information.
CoRR, 2023

Park visitation and walkshed demographics in the United States.
CoRR, 2023

An assessment of measuring local levels of homelessness through proxy social media signals.
CoRR, 2023

Curating corpora with classifiers: A case study of clean energy sentiment online.
CoRR, 2023

Evolving Robust Facility Placements.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Discovering Digital Biomarkers of Panic Attack Risk in Consumer Wearables Data.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Interpretable Bias Mitigation for Textual Data: Reducing Genderization in Patient Notes While Maintaining Classification Performance.
ACM Trans. Comput. Heal., 2022

Characterizing narrative time in books through fluctuations in power and danger arcs.
CoRR, 2022

Ecological and Coevolutionary Dynamics in Modern Markets Yield Nonstationarity in Market Efficiencies.
Complex., 2022

Sentiment and structure in word co-occurrence networks on Twitter.
Appl. Netw. Sci., 2022

2021
The sleep loss insult of Spring Daylight Savings in the US is observable in Twitter activity.
J. Big Data, 2021

Augmenting Semantic Lexicons Using Word Embeddings and Transfer Learning.
Frontiers Artif. Intell., 2021

Generalized word shift graphs: a method for visualizing and explaining pairwise comparisons between texts.
EPJ Data Sci., 2021

The growing amplification of social media: measuring temporal and social contagion dynamics for over 150 languages on Twitter for 2009-2020.
EPJ Data Sci., 2021

Ousiometrics and Telegnomics: The essence of meaning conforms to a two-dimensional powerful-weak and dangerous-safe framework with diverse corpora presenting a safety bias.
CoRR, 2021

Blending search queries with social media data to improve forecasts of economic indicators.
CoRR, 2021

Say Their Names: Resurgence in the collective attention toward Black victims of fatal police violence following the death of George Floyd.
CoRR, 2021

Sirius: A Mutual Information Tool for Exploratory Visualization of Mixed Data.
CoRR, 2021

Quantifying language changes surrounding mental health on Twitter.
CoRR, 2021

The incel lexicon: Deciphering the emergent cryptolect of a global misogynistic community.
CoRR, 2021

Interpretable bias mitigation for textual data: Reducing gender bias in patient notes while maintaining classification performance.
CoRR, 2021

2020
Chimera States and Seizures in a Mouse Neuronal Model.
Int. J. Bifurc. Chaos, 2020

The shocklet transform: a decomposition method for the identification of local, mechanism-driven dynamics in sociotechnical time series.
EPJ Data Sci., 2020

Probability-turbulence divergence: A tunable allotaxonometric instrument for comparing heavy-tailed categorical distributions.
CoRR, 2020

Long-term word frequency dynamics derived from Twitter are corrupted: A bespoke approach to detecting and removing pathologies in ensembles of time series.
CoRR, 2020

Computational timeline reconstruction of the stories surrounding Trump: Story turbulence, narrative control, and collective chronopathy.
CoRR, 2020

Storywrangler: A massive exploratorium for sociolinguistic, cultural, socioeconomic, and political timelines using Twitter.
CoRR, 2020

Local information sources received the most attention from Puerto Ricans during the aftermath of Hurricane María.
CoRR, 2020

Gauging the happiness benefit of US urban parks through Twitter.
CoRR, 2020

The sociospatial factors of death: Analyzing effects of geospatially-distributed variables in a Bayesian mortality model for Hong Kong.
CoRR, 2020

Ratioing the President: An exploration of public engagement with Obama and Trump on Twitter.
CoRR, 2020

Divergent modes of online collective attention to the COVID-19 pandemic are associated with future caseload variance.
CoRR, 2020

Hurricanes and hashtags: Characterizing online collective attention for natural disasters.
CoRR, 2020

How the world's collective attention is being paid to a pandemic: COVID-19 related 1-gram time series for 24 languages on Twitter.
CoRR, 2020

The growing echo chamber of social media: Measuring temporal and social contagion dynamics for over 150 languages on Twitter for 2009-2020.
CoRR, 2020

2019
Fame and Ultrafame: Measuring and comparing daily levels of 'being talked about' for United States' presidents, their rivals, God, countries, and K-pop.
CoRR, 2019

Exploring Perceptions of Veganism.
CoRR, 2019

Hahahahaha, Duuuuude, Yeeessss!: A two-parameter characterization of stretchable words and the dynamics of mistypings and misspellings.
CoRR, 2019

2018
Exposure to urban parks improves affect and reduces negativity on Twitter.
CoRR, 2018

Average individuals tweet more often during extreme events: An ideal mechanism for social contagion.
CoRR, 2018

A Sentiment Analysis of Breast Cancer Treatment Experiences and Healthcare Perceptions Across Twitter.
CoRR, 2018

English verb regularization in books and tweets.
CoRR, 2018

2017
Is language evolution grinding to a halt? The scaling of lexical turbulence in English fiction suggests it is not.
J. Comput. Sci., 2017

Connecting every bit of knowledge: The structure of Wikipedia's First Link Network.
J. Comput. Sci., 2017

Erratum to: Instagram photos reveal predictive markers of depression.
EPJ Data Sci., 2017

Instagram photos reveal predictive markers of depression.
EPJ Data Sci., 2017

Sentiment analysis methods for understanding large-scale texts: a case for using continuum-scored words and word shift graphs.
EPJ Data Sci., 2017

Measuring the happiness of large-scale written expression: Songs, Blogs, and Presidents.
CoRR, 2017

Which friends are more popular than you?: Contact strength and the friendship paradox in social networks.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Sifting robotic from organic text: A natural language approach for detecting automation on Twitter.
J. Comput. Sci., 2016

The emotional arcs of stories are dominated by six basic shapes.
EPJ Data Sci., 2016

Selection models of language production support informed text partitioning: an intuitive and practical, bag-of-phrases framework for text analysis.
CoRR, 2016

Forecasting the onset and course of mental illness with Twitter data.
CoRR, 2016

Divergent Discourse Between Protests and Counter-Protests: #BlackLivesMatter and #AllLivesMatter.
CoRR, 2016

Public Opinion Polling with Twitter.
CoRR, 2016

What we write about when we write about causality: Features of causal statements across large-scale social discourse.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
Identifying missing dictionary entries with frequency-conserving context models.
CoRR, 2015

Benchmarking sentiment analysis methods for large-scale texts: A case for using continuum-scored words and word shift graphs.
CoRR, 2015

Is language evolution grinding to a halt?: Exploring the life and death of words in English fiction.
CoRR, 2015

Characterizing the Google Books corpus: Strong limits to inferences of socio-cultural and linguistic evolution.
CoRR, 2015

Robustness of Spatial Micronetworks.
CoRR, 2015

Reply to Garcia et al.: Common mistakes in measuring frequency dependent word characteristics.
CoRR, 2015

Climate change sentiment on Twitter: An unsolicited public opinion poll.
CoRR, 2015

Vaporous Marketing: Uncovering Pervasive Electronic Cigarette Advertisements on Twitter.
CoRR, 2015

Nonlinear functional mapping of the human brain.
CoRR, 2015

The Lexicocalorimeter: Gauging public health through caloric input and output on social media.
CoRR, 2015

2014
An evolutionary algorithm approach to link prediction in dynamic social networks.
J. Comput. Sci., 2014

Standing Swells Surveyed Showing Surprisingly Stable Solutions for the Lorenz '96 Model.
Int. J. Bifurc. Chaos, 2014

Zipf's law holds for phrases, not words.
CoRR, 2014

Text mixing shapes the anatomy of rank-frequency distributions: A modern Zipfian mechanics for natural language.
CoRR, 2014

Constructing a taxonomy of fine-grained human movement and activity motifs through social media.
CoRR, 2014

Human language reveals a universal positivity bias.
CoRR, 2014

Estimation of global network statistics from incomplete data.
CoRR, 2014

2013
Happiness and the Patterns of Life: A Study of Geolocated Tweets
CoRR, 2013

Dynamics of influence processes on networks: Complete mean-field theory; the roles of response functions, connectivity, and synchrony; and applications to social contagion
CoRR, 2013

The Geography of Happiness: Connecting Twitter sentiment and expression, demographics, and objective characteristics of place
CoRR, 2013

Shadow networks: Discovering hidden nodes with models of information flow.
CoRR, 2013

A Deterministic and Symbolic Regression Hybrid Applied to Resting-State fMRI Data.
Proceedings of the Genetic Programming Theory and Practice XI [GPTP 2013, 2013

2012
Predicting Critical Transitions From Time Series Synchrophasor Data.
IEEE Trans. Smart Grid, 2012

Twitter reciprocal reply networks exhibit assortativity with respect to happiness.
J. Comput. Sci., 2012

2011
Positivity of the English language
CoRR, 2011

Temporal patterns of happiness and information in a global social network: Hedonometrics and Twitter
CoRR, 2011

2009
Complex dynamic behavior during transition in a solid combustion model.
Complex., 2009


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