{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,7]],"date-time":"2026-09-07T21:11:04Z","timestamp":1788815464007,"version":"build-2803163510"},"publisher-location":"New York, New York, USA","reference-count":27,"publisher":"ACM Press","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1145\/3184558.3188724","type":"proceedings-article","created":{"date-parts":[[2018,4,18]],"date-time":"2018-04-18T18:04:25Z","timestamp":1524074665000},"page":"535-543","source":"Crossref","is-referenced-by-count":19,"title":["Selection Bias in News Coverage"],"prefix":"10.1145","author":[{"given":"Dylan","family":"Bourgeois","sequence":"first","affiliation":[{"name":"Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"J\u00e9r\u00e9mie","family":"Rappaz","sequence":"additional","affiliation":[{"name":"Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Karl","family":"Aberer","sequence":"additional","affiliation":[{"name":"Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","reference":[{"key":"key-10.1145\/3184558.3188724-1","doi-asserted-by":"crossref","unstructured":"Eytan Bakshy, Solomon Messing, and Lada A. Adamic. 2015. Political science. Exposure to ideologically diverse news and opinion on Facebook. Science 348 6239 (2015), 1130--2.","DOI":"10.1126\/science.aaa1160"},{"key":"key-10.1145\/3184558.3188724-2","unstructured":"Carlos de Juan Carbonell and Jade Goldstein-Stewart. 1998. The Use of MMR, Diversity-Based Reranking for Reordering Documents and Producing Summaries. SIGIR Forum 51 (1998), 209--210."},{"key":"key-10.1145\/3184558.3188724-3","doi-asserted-by":"crossref","unstructured":"Stefano DellaVigna, Ethan Kaplan, Alan B . Krueger, Marco Manacorda, Enrico Moretti, Torsten Persson, Sam Popkin, Riccardo Puglisi, Matthew Rabin, Jesse M. Shapiro, Uri Simonsohn, Laura Stoker, David Stromberg, Tatyana Deryugina, Monica Deza, Dylan Fox, Melissa Galicia, Calvin Wai-Loon Ho, Sudhamas Khanchanawong, Richard M. Kim, Martin Kohan, Vipul Surender Kumar, Jonathan J. Leung, Clarice Li, Tze Yang Lim, Ming Mai, Sameer Parekh, Sharmini Radakrishnan, Rohan Relan, Dan Acland, Saurabh Bhargava, Avi Ebenstein, and Devin G. Pope. 2005. The Fox News Effect: Media Bias and Voting.","DOI":"10.3386\/w12169"},{"key":"key-10.1145\/3184558.3188724-4","unstructured":"Martin Ester, Hans-Peter Kriegel, J&#246;rg Sander, and Xiaowei Xu. 1996. A DensityBased Algorithm for Discovering Clusters in Large Spatial Databases with Noise. In KDD."},{"key":"key-10.1145\/3184558.3188724-5","doi-asserted-by":"crossref","unstructured":"Seth Flaxman, Sharad Goel, and Justin M. Rao. 2015. Filter Bubbles, Echo Chambers, and Online News Consumption.","DOI":"10.1093\/poq\/nfw006"},{"key":"key-10.1145\/3184558.3188724-6","doi-asserted-by":"crossref","unstructured":"Tim Groseclose and Jeffrey Milyo. 2005. A Measure of Media Bias. The Quarterly Journal of Economics 120, 4 (2005), 1191--1237. http:\/\/www.jstor.org\/stable\/ 25098770","DOI":"10.1162\/003355305775097542"},{"key":"key-10.1145\/3184558.3188724-7","doi-asserted-by":"crossref","unstructured":"Yifan Hu, Yehuda Koren, and Chris Volinsky. 2008. Collaborative Filtering for Implicit Feedback Datasets. 2008 Eighth IEEE International Conference on Data Mining (2008), 263--272.","DOI":"10.1109\/ICDM.2008.22"},{"key":"key-10.1145\/3184558.3188724-8","doi-asserted-by":"crossref","unstructured":"Swetha Keertipati, Bastin Tony Roy Savarimuthu, Maryam Purvis, and Martin K. Purvis. 2014. Multi-level Analysis of Peace and Conflict Data in GDELT. In MLSDA@PRICAI.","DOI":"10.1145\/2689746.2689750"},{"key":"key-10.1145\/3184558.3188724-9","doi-asserted-by":"crossref","unstructured":"Yehuda Koren, Robert M. Bell, and Chris Volinsky. 2009. Matrix Factorization Techniques for Recommender Systems. Computer 42 (2009).","DOI":"10.1109\/MC.2009.263"},{"key":"key-10.1145\/3184558.3188724-10","unstructured":"Haewoon Kwak and Jisun An. 2016. Two Tales of the World: Comparison of Widely Used World News Datasets GDELT and EventRegistry. In ICWSM."},{"key":"key-10.1145\/3184558.3188724-11","unstructured":"Kalev Leetaru and Philip A. Schrodt. 2013. GDELT: Global data on events, location, and tone. ISA Annual Convention (2013)."},{"key":"key-10.1145\/3184558.3188724-12","doi-asserted-by":"crossref","unstructured":"Defu Lian, Cong Zhao, Xing Xie, Guangzhong Sun, Enhong Chen, and Yong Rui. 2014. GeoMF: joint geographical modeling and matrix factorization for point-of-interest recommendation. In KDD.","DOI":"10.1145\/2623330.2623638"},{"key":"key-10.1145\/3184558.3188724-13","unstructured":"Yu-Ru Lin, James P. Bagrow, and David Lazer. 2011. More Voices Than Ever Quantifying Media Bias in Networks. CoRR abs\/1111.1227 (2011)."},{"key":"key-10.1145\/3184558.3188724-14","unstructured":"Rowland Lorimer and Scannell. 1994. Mass communications: a comparative introduction. pp. 86--87 pages."},{"key":"key-10.1145\/3184558.3188724-15","doi-asserted-by":"crossref","unstructured":"Alexandros Nanopoulos, Dimitrios Rafailidis, Panagiotis Symeonidis, and Yannis Manolopoulos. 2010. MusicBox: Personalized Music Recommendation Based on Cubic Analysis of Social Tags. IEEE Transactions on Audio, Speech, and Language Processing 18 (2010), 407--412.","DOI":"10.1109\/TASL.2009.2033973"},{"key":"key-10.1145\/3184558.3188724-16","unstructured":"Alexandra Olteanu, Carlos Castillo, Nicholas Diakopoulos, and Karl Aberer. 2015. Comparing Events Coverage in Online News and Social Media: The Case of Climate Change. In ICWSM."},{"key":"key-10.1145\/3184558.3188724-17","doi-asserted-by":"crossref","unstructured":"Rong Pan, Yunhong Zhou, Bin Cao, Nathan Nan Liu, Rajan M. Lukose, Martin Scholz, and Qiang Yang. 2008. One-Class Collaborative Filtering. 2008 Eighth IEEE International Conference on Data Mining (2008), 502--511.","DOI":"10.1109\/ICDM.2008.16"},{"key":"key-10.1145\/3184558.3188724-18","unstructured":"Martin Piotte and Martin Chabbert. 2009. The pragmatic theory solution to the netflix grand prize. Netflix prize documentation (2009)."},{"key":"key-10.1145\/3184558.3188724-19","doi-asserted-by":"crossref","unstructured":"Fengcai Qiao, Pei Li, Jingsheng Deng, Zhaoyun Ding, and Hui Wang. 2015. GraphBased Method for Detecting Occupy Protest Events Using GDELT Dataset. 2015 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (2015), 164--168.","DOI":"10.1109\/CyberC.2015.77"},{"key":"key-10.1145\/3184558.3188724-20","doi-asserted-by":"crossref","unstructured":"J&#233;r&#233;mie Rappaz, Maria-Luiza Vladarean, J. Randall McAuley, and Michele Catasta. 2017. Bartering Books to Beers: A Recommender System for Exchange Platforms. In WSDM.","DOI":"10.1145\/3018661.3018696"},{"key":"key-10.1145\/3184558.3188724-21","unstructured":"Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2009. BPR: Bayesian Personalized Ranking from Implicit Feedback. In UAI."},{"key":"key-10.1145\/3184558.3188724-22","unstructured":"Francesco Ricci, Lior Rokach, Bracha Shapira, and Paul B. Kantor. 2010. Recommender Systems Handbook (1st ed.). Springer-Verlag New York, Inc., New York, NY, USA. 148--149, 161--168 pages."},{"key":"key-10.1145\/3184558.3188724-23","doi-asserted-by":"crossref","unstructured":"Diego S&#225;ez-Trumper, Carlos Castillo, and Mounia Lalmas. 2013. Social media news communities: gatekeeping, coverage, and statement bias. In CIKM.","DOI":"10.1145\/2505515.2505623"},{"key":"key-10.1145\/3184558.3188724-24","doi-asserted-by":"crossref","unstructured":"Guy Shani and Asela Gunawardana. 2011. Evaluating recommendation systems. Springer, 257--297.","DOI":"10.1007\/978-0-387-85820-3_8"},{"key":"key-10.1145\/3184558.3188724-25","unstructured":"Jonathon Shlens. 2014. A tutorial on principal component analysis. arXiv preprint arXiv:1404.1100 (2014)."},{"key":"key-10.1145\/3184558.3188724-26","unstructured":"Laurens van der Maaten, Geoffrey E. Hinton, and Yoshua Bengio. 2008. Visualizing Data using t-SNE."},{"key":"key-10.1145\/3184558.3188724-27","unstructured":"Kevin Wallsten. 2005. Political Blogs and the Bloggers Who Blog Them: Is the Political Blogosphere and Echo Chamber"}],"event":{"name":"Companion of the The Web Conference 2018","location":"Lyon, France","acronym":"WWW '18","number":"2018","sponsor":["IW3C2, International World Wide Web Conference Committee","SIGWEB, ACM Special Interest Group on Hypertext, Hypermedia, and Web"],"start":{"date-parts":[[2018,4,23]]},"end":{"date-parts":[[2018,4,27]]}},"container-title":["Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3184558.3188724","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/dl.acm.org\/ft_gateway.cfm?id=3188724&ftid=1958240&dwn=1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T01:08:24Z","timestamp":1750208904000},"score":1,"resource":{"primary":{"URL":"http:\/\/dl.acm.org\/citation.cfm?doid=3184558.3188724"}},"subtitle":["Learning it, Fighting it"],"proceedings-subject":"The Web Conference 2018","short-title":[],"issued":{"date-parts":[[2018]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1145\/3184558.3188724","relation":{},"subject":[],"published":{"date-parts":[[2018]]}}}