526 citations · 1.6k across the 39 of their papers we have counts for
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Personality Profiling: How informative are social media profiles in predicting personal information?
Joshua Watt, Lewis Mitchell, Jonathan Tuke
Personality profiling has been utilised by companies for targeted advertising, political campaigns and public health campaigns. However, the accuracy and versatility of such models…
Revealing Patient-Reported Experiences in Healthcare from Social Media using the DAPMAV Framework
Curtis Murray, Lewis Mitchell, Jonathan Tuke +1
Understanding patient experience in healthcare is increasingly important and desired by medical professionals in a patient-centered care approach. Healthcare discourse on social me…
Generalized Word Shift Graphs: A Method for Visualizing and Explaining Pairwise Comparisons Between Texts
Ryan J. Gallagher, Morgan R. Frank, Lewis Mitchell +4
A common task in computational text analyses is to quantify how two corpora differ according to a measurement like word frequency, sentiment, or information content. However, colla…
Symptom extraction from the narratives of personal experiences with COVID-19 on Reddit
Curtis Murray, Lewis Mitchell, Jonathan Tuke +1
Social media discussion of COVID-19 provides a rich source of information into how the virus affects people's lives that is qualitatively different from traditional public health d…
The emotional arcs of stories are dominated by six basic shapes
Andrew J. Reagan, Lewis Mitchell, Dilan Kiley +2
Advances in computing power, natural language processing, and digitization of text now make it possible to study a culture's evolution through its texts using a "big data" lens. Ou…