U.S. Department of EnergyOffice of Scientific and Technical Information
Twitter Geolocation: A Hybrid Approach
- Authors:
-
- North Carolina State Univ., Raleigh, NC (United States). Statistics Dept.
- Los Alamos National Lab. (LANL), Los Alamos, NM (United States)
- Publication Date:
- Research Org.:
- North Carolina State University, Raleigh, NC (United States); Los Alamos National Lab. (LANL), Los Alamos, NM (United States)
- Sponsoring Org.:
- USDOE National Nuclear Security Administration (NNSA), Office of Nonproliferation and Verification Research and Development (NA-22); National Science Foundation (NSF)
- OSTI Identifier:
- 1438417
- Alternate Identifier(s):
- OSTI ID: 1467267
- Report Number(s):
- LA-UR-24700
Journal ID: ISSN 1556-4681
- Grant/Contract Number:
- NA0002576; DGE-1633587; AC52-06NA25396
- Resource Type:
- Journal Article: Accepted Manuscript
- Journal Name:
- ACM Transactions on Knowledge Discovery from Data
- Additional Journal Information:
- Journal Volume: 12; Journal Issue: 3; Journal ID: ISSN 1556-4681
- Publisher:
- Association for Computing Machinery
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 97 MATHEMATICS AND COMPUTING; Twitter; Geotag; Gaussian mixture model; simple accuracy error; comprehensive accuracy error; prediction region area
Citation Formats
Bakerman, Jordan, Pazdernik, Karl, Wilson, Alyson, Fairchild, Geoffrey, and Bahran, Rian. Twitter Geolocation: A Hybrid Approach. United States: N. p., 2018.
Web. doi:10.1145/3178112.
Bakerman, Jordan, Pazdernik, Karl, Wilson, Alyson, Fairchild, Geoffrey, & Bahran, Rian. Twitter Geolocation: A Hybrid Approach. United States. https://doi.org/10.1145/3178112
Bakerman, Jordan, Pazdernik, Karl, Wilson, Alyson, Fairchild, Geoffrey, and Bahran, Rian. 2018.
"Twitter Geolocation: A Hybrid Approach". United States. https://doi.org/10.1145/3178112. https://www.osti.gov/servlets/purl/1438417.
@article{osti_1438417,
title = {Twitter Geolocation: A Hybrid Approach},
author = {Bakerman, Jordan and Pazdernik, Karl and Wilson, Alyson and Fairchild, Geoffrey and Bahran, Rian},
abstractNote = {},
doi = {10.1145/3178112},
url = {https://www.osti.gov/biblio/1438417},
journal = {ACM Transactions on Knowledge Discovery from Data},
issn = {1556-4681},
number = 3,
volume = 12,
place = {United States},
year = {2018},
month = {3}
}
Free Publicly Available Full Text
Publisher's Version of Record
Other availability
Search WorldCat to find libraries that may hold this journal
Cited by: 18 works
Citation information provided by
Web of Science
Web of Science
Save to My Library
You must Sign In or Create an Account in order to save documents to your library.
Works referenced in this record:
Real-time disease surveillance using Twitter data: demonstration on flu and cancer
conference, January 2013
- Lee, Kathy; Agrawal, Ankit; Choudhary, Alok
- Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '13
Tweethood: Agglomerative Clustering on Fuzzy k-Closest Friends with Variable Depth for Location Mining
conference, August 2010
- Abrol, Satyen; Khan, Latifur
- 2010 IEEE Second International Conference on Social Computing (SocialCom)
Inferring the origin locations of tweets with quantitative confidence
conference, January 2014
- Priedhorsky, Reid; Culotta, Aron; Del Valle, Sara Y.
- Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing - CSCW '14
Find me if you can: improving geographical prediction with social and spatial proximity
conference, January 2010
- Backstrom, Lars; Sun, Eric; Marlow, Cameron
- Proceedings of the 19th international conference on World wide web - WWW '10
"I'm eating a sandwich in Glasgow": modeling locations with tweets
conference, January 2011
- Kinsella, Sheila; Murdock, Vanessa; O'Hare, Neil
- Proceedings of the 3rd international workshop on Search and mining user-generated contents - SMUC '11
Location prediction in social media based on tie strength
conference, January 2013
- McGee, Jeffrey; Caverlee, James; Cheng, Zhiyuan
- Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13
Predicting Flu Trends using Twitter data
conference, April 2011
- Achrekar, Harshavardhan; Gandhe, Avinash; Lazarus, Ross
- IEEE INFOCOM 2011 - IEEE Conference on Computer Communications Workshops, 2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
Exploiting Text and Network Context for Geolocation of Social Media Users
conference, January 2015
- Rahimi, Afshin; Vu, Duy; Cohn, Trevor
- Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Combining Heterogeneous Data Sources for Civil Unrest Forecasting
conference, January 2015
- Korkmaz, Gizem; Cadena, Jose; Kuhlman, Chris J.
- Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015 - ASONAM '15
Estimating the number of clusters in a data set via the gap statistic
journal, May 2001
- Tibshirani, Robert; Walther, Guenther; Hastie, Trevor
- Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 63, Issue 2, p. 411-423
Geotagging one hundred million Twitter accounts with total variation minimization
conference, October 2014
- Compton, Ryan; Jurgens, David; Allen, David
- 2014 IEEE International Conference on Big Data (Big Data)
Text Mining Infrastructure in R
journal, January 2008
- Feinerer, Ingo; Hornik, Kurt; Meyer, David
- Journal of Statistical Software, Vol. 25, Issue 5
Global Disease Monitoring and Forecasting with Wikipedia
journal, November 2014
- Generous, Nicholas; Fairchild, Geoffrey; Deshpande, Alina
- PLoS Computational Biology, Vol. 10, Issue 11
Where's @wally?: a classification approach to geolocating users based on their social ties
conference, January 2013
- Rout, Dominic; Bontcheva, Kalina; Preoţiuc-Pietro, Daniel
- Proceedings of the 24th ACM Conference on Hypertext and Social Media - HT '13
Hierarchical Discriminative Classification for Text-Based Geolocation
conference, January 2014
- Wing, Benjamin; Baldridge, Jason
- Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
Dengue surveillance based on a computational model of spatio-temporal locality of Twitter
conference, January 2011
- Gomide, Janaína; Veloso, Adriano; Meira, Wagner
- Proceedings of the 3rd International Web Science Conference on - WebSci '11
You are where you tweet: a content-based approach to geo-locating twitter users
conference, January 2010
- Cheng, Zhiyuan; Caverlee, James; Lee, Kyumin
- Proceedings of the 19th ACM international conference on Information and knowledge management - CIKM '10
Geo-parsing Messages from Microtext: Geo-parsing Messages from Microtext
journal, November 2011
- Gelernter, Judith; Mushegian, Nikolai
- Transactions in GIS, Vol. 15, Issue 6
Inferring the Location of Twitter Messages Based on User Relationships: Inferring the Location of Twitter Messages Based on User Relationships
journal, November 2011
- Davis Jr., Clodoveu A.; Pappa, Gisele L.; de Oliveira, Diogo Rennó Rocha
- Transactions in GIS, Vol. 15, Issue 6
Tweets from Justin Bieber's heart: the dynamics of the location field in user profiles
conference, January 2011
- Hecht, Brent; Hong, Lichan; Suh, Bongwon
- Proceedings of the 2011 annual conference on Human factors in computing systems - CHI '11
Estimating Twitter User Location Using Social Interactions--A Content Based Approach
conference, October 2011
- Chandra, Swarup; Khan, Latifur; Muhaya, Fahad Bin
- 2011 IEEE Third Int'l Conference on Privacy, Security, Risk and Trust (PASSAT) / 2011 IEEE Third Int'l Conference on Social Computing (SocialCom), 2011 IEEE Third Int'l Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third Int'l Conference on Social Computing
A survey of location inference techniques on Twitter
journal, November 2015
- Ajao, Oluwaseun; Hong, Jun; Liu, Weiru
- Journal of Information Science, Vol. 41, Issue 6
Works referencing / citing this record:
A Statistical Approach for Studying the Spatio-Temporal Distribution of Geolocated Tweets in Urban Environments
journal, January 2019
- Santa, Fernando; Henriques, Roberto; Torres-Sospedra, Joaquín
- Sustainability, Vol. 11, Issue 3
A multilayer recognition model for twitter user geolocation
journal, January 2019
- Tang, Haina; Zhao, Xiangpeng; Ren, Yongmao
- Wireless Networks