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Econometrics / Scientific method / Statistical models / Research methods / Topic model / Linear regression / Data analysis / Analysis / N-gram / Statistics / Science / Regression analysis


Computational Text Analysis for Social Science: Model Assumptions and Complexity Brendan O’Connor∗ David Bamman† Noah A. Smith†∗ ∗ Machine Learning Department
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Document Date: 2011-12-08 23:10:59


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City

Vancouver / Reading / Boston / Washington / DC / Stuttgart / Prague / /

Company

Cambridge University Press / Twitter / Human Language Technologies / John Wiley and Sons / Yahoo! / IBM / Sage Publications Inc / Google / /

Country

Canada / United States / Czech Republic / /

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Facility

Language Technologies Institute Carnegie Mellon University / /

IndustryTerm

influenza epidemics using search engine query data / text mining / online merchant / neural networks / humanities computing / social media / automated information extraction tool / learning literature search models / respective inference/training algorithms / search data / social media text / Data mining / search query frequencies / interpretable text mining / search queries / natural language processing / /

Organization

Cambridge University / Association of Computational Linguistics / U.S. Securities and Exchange Commission / Senate / U.S. Supreme Court / Machine Learning Department / International Organization / Carnegie Mellon University / National Science Foundation / United States Senate / North American Chapter / Association for Computational Linguistics / /

Person

Scott A. Golder / Jamie McLaughlin / Paul Ogilvie / Albert-Lszl Barabsi / Jacob S. Sagi / Ahmed Ahmed / Bryan R. Routledge / Michael H. Crespin / Michael I. Jordan / Chris Dyer / Dawn Lawrie / Stefan Sinclair / James Fowler / Seth Stephens-Davidowitz / Jacob Eisenstein / Ryan C. Black / Anindya Ghose / Noah A Smith / Frederick Mosteller / Jennifer Hill / James Allan / Jean-Baptiste Michel / Dale Hoiberg / Gary King / Marshall Van Alstyne / James W. Pennebaker / Mark Dredze / Jeremy Ginsberg / Joseph P. Pickett / Kurt Bollacker / Sanford Weisberg / Klaus F. Zimmermann / Huina Mao / Michael Heilman / Michael W. Macy / Robert Shoemaker / David I. Holmes / Christopher M. Danforth / Nikolay Archak / Dipanjan Das / Steven Pinker / Michael Macy / Shimon Kogan / Matthew H. Mohebbi / Thomas Aquinas / Peter S. Dodds / Klaus Krippendorff / Michael Colaresi / Dragomir R. Radev / Tim Hitchcock / Martin A. Nowak / Eni Mustafaraj / Matthew K. Gray / Andrew Gelman / Shlomo Argamon / Dani Yogatama / Andrew Y. Ng / Jon Orwant / Xiao-Jun Zeng / Colin Evans / Matthew A. Taddy / Noah A. Smith / Frederick Gibbs / Alex Pentland / Robert Tibshirani / David Jensen / Mahesh Joshi / Sanjiv R. Das / Aron Culotta / Prabhakar Raghavan / Matt Schmill / Alan Agresti / Sitaram Asur / Robert Voyer / Kevin Gimpel / Robert Morrissey / Erez Lieberman Aiden / Aviva Presser / Kevin M. Quinn / Panagiotis T. Metaxas / Andrew McCallum / Eric P. Xing / Will Lowe / Jamie Taylor / Lynnette Brammer / Adrian Veres / Cyril Briquet / William J. Turkel / Susan Dumais / Eric Gilbert / Praveen Paritosh / Karrie Karahalios / Tony Jebara / David Bamman / Shannon G. Davis / Bill McDonald / Victor Lavrenko / Charles Cooney / Lada Adamic / Russell Horton / Hinrich Schtze / Bernardo A. Huberman / Jon D. McAuliffe / Tim Loughran / Nikolaos Askitas / Paul C. Tetlock / Panagiotis Ipeirotis / Dan Cohen / David Wallace / Myron Gutmann / John Lee / Jerry Goldman / Tim Sturge / Milena Radzikowska / Peter Norvig / Glenn Roe / Gregory Crane / David Mimno / Mark S. Smolinski / David Lazer / Yuan Kui / Dimitry Levin / Sean M. Gerrish / Steven Bethard / Jerome H. Friedman / Justin Grimmer / Judith L. Weddle / Matthew E. Kahn / Kirsten C. Uszkalo / Geoffrey Rockwell / Roberto Busa / Dan Jurafsky / Mike Y. Chen / Daniel Gayo-Avello / Sterling Stein / Sinan Aral / Dan Clancy / Trevor Hastie / Nicholas Christakis / Jorg Sander / Michael J. Paul / Connor / Daniel Ramage / Mark Olsen / Rajan S. Patel / Stephen M. Shellman / Timothy R. Johnson / Deb Roy / John Simpson / Sarah A. Treul / Philip A. Schrodt / Larry Brilliant / Christopher D. Manning / Yla R. Tausczik / Burt L. Monroe / David M. Blei / Sean Takats / Johan Bollen / Matthew J. Kotchen / Brandon M. Stewart / David Bamman† Noah / /

PoliticalEvent

presidential election / /

Position

Bayesian hierarchical topic model for political texts /

ProgrammingLanguage

DC / /

ProvinceOrState

Massachusetts / /

PublishedMedium

Journal of Finance / Computational Linguistics / American Journal of Political Science / Machine Learning / The Journal of Politics / The Journal of Finance / The Journal of Machine Learning Research / /

Technology

respective inference/training algorithms / Language Technology / search engine / Machine Learning / Language Technologies / natural language processing / knowledge management / Data mining / /

URL

http /

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