Matthew Jockers
@mljockers
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Text-miner & literary quant.
Seattle, WA
Joined February 2010
Awesome opportunity for NLP & book-minded ML researcher on my team in Apple’s Seattle office:
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Delighted that @CopyrightOffice recommended granting (with limitations) our client @AuthorsAlliance petition for an exemption to circumvention liability for academic researchers who wish to carry out text and data mining of ebooks and motion pictures 1/4
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My contribution for #DayofDH2021 An R wrapper for MALLET. See https://t.co/l7x9atxlZx (and please contribute). Room for improvement (and better docs) before going to CRAN, but handles all the main TM functions out of the box. Requires MALLET be installed. @dmimno
github.com
An R wrapper for the popular Java-based topic modeling package MALLET. - mjockers/rMallet
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PLOS ONE and Guest Editors @peterdodds, Mirta Galesic, @MohitIyyer, and @mljockers are excited to announce the release of our Science of Stories Collection! Read an overview of the collection at https://t.co/e7FbcZyMuu and find the articles here: https://t.co/66rB5mhocu
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New pub on “The Pace of Modern Culture” with Lambert, Ben, Georgios Kontonatsios, Matthias Mauch, Theodore Kokkoris, Sophia Ananiadou, and Armand M. Leroi. See: Nature Human Behaviour, January 20, 2020.
nature.com
Nature Human Behaviour - Modern culture appears to change at a rapid rate compared with biological evolution. Lambert et al. test this and find that the pace of modern cultural evolution is...
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@mljockers and @flnasc use text mining and machine learning methods to analyse the Bush versus Gore case that made George W. Bush president.
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📣 To all fans of #interdisciplinary research 🧪🧮📔 in #NLP, #NetSci, #DigitalHumanities: 8 days left to submit to @PLOSONE #ScienceofStories Call for Papers. Submit to 🦸♀️-Guest Editors @MohitIyyer @peterdodds @mljockers and Mirta Galesic @sfiscience!
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New article in DSH with Nascimento (@flnasc) and Taylor “Judging style: The case of Bush versus Gore”
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Observations on “The Humanities and the Future” from the chair of the astronomy department at Harvard University:
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Did you know data can help predict whether a book will be a bestseller? @mljockers and Jodie Archer reveal their Bestseller Code on "Fixed That For You". Then author @StephenMarche uses part of that code to write a machine-assisted sci-fi story! #FTFY
https://t.co/G73RpettuM
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“The Passamaquoddy Reclaim Their Culture Through Digital Repatriation” New Yorker article featuring the @mukurtu cms developed in the Center for Digital Scholarship and Curation at WSU.
newyorker.com
For years, the tribe had little say over the use of its cultural property. Now, thanks to recently reclaimed wax cylinders, its members can better preserve their traditions.
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“What students really need are new alliances between disciplines”. Very good article by @Ted_Underwood on tech & humanities at https://t.co/C1N4EFVLbQ To his book rec list, I would add Scott Hartley’s *The Fuzzy and the Techie* for a non-academic perspective.
publicbooks.org
It isn’t easy to be a citizen in 2018. We are told to watch out for bots and biased ...
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Brilliant lecture on liberal arts, business, employment, and the tech industry from Michael Zimm (@classiczimm), a classics PhD turned "Digital Surgeon"(@digitalsurgeons)
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. . . non-paywall copy of new article with Lei Lei in Journal of Quantitative Linguistics: Normalized Dependency Distance: Proposing a New Measure
tandfonline.com
Previous studies of dependency distance as a measure of, or a proxy for, syntactic complexity do not consider factors such as sentence length and root distance. In the present study, we propose a n...
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"Normalized Dependency Distance: Proposing a New Measure." New article with Lei Lei in the Journal of Quantitative Linguistics [paywall] introduces NDD as possible/better measure of sentence level syntactic complexity: ( https://t.co/fmLVwClN09)
tandfonline.com
Previous studies of dependency distance as a measure of, or a proxy for, syntactic complexity do not consider factors such as sentence length and root distance. In the present study, we propose a n...
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Programming languages: R and Python are joining forces to improve interoperability in data science — Quartz
qz.com
Hadley Wickham is the most important developer for the programming language R. Wes McKinney is among the most important developers for programming language Python. The two languages, which are free...
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'No Reasonable Person': The Rhetoric of Justice Scalia. New article with George Taylor and Fernando Nascimento:
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Updated Syuzhet (1.04) now on CRAN includes support for multiple languages, custom lexicons, and parallel processing. Brief write-up here: https://t.co/9hUhQRDu9H Ongoing development at https://t.co/QGBjI88unv My thanks to contributors
github.com
An R package for the extraction of sentiment and sentiment-based plot arcs from text - mjockers/syuzhet
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Grateful shout out & props to @hadleywickham @winston_chang and whole @rstudio team. Just ran latest version of devtools::release(). Even has spell checking of documentation now. SHAZAM!
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