It's always April fools' day!: On the difficulty of social network misinformation classification via propagation features
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Mauro Conti | Walter Quattrociocchi | Riccardo Lazzeretti | Giulio Lovisotto | Daniele Lain | M. Conti | Walter Quattrociocchi | Daniele Lain | R. Lazzeretti | W. Quattrociocchi | Giulio Lovisotto
[1] Agata Fronczak,et al. Average path length in random networks. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.
[2] Michela Del Vicario,et al. Viral Misinformation: The Role of Homophily and Polarization , 2014, WWW.
[3] M E J Newman. Assortative mixing in networks. , 2002, Physical review letters.
[4] Walter Quattrociocchi,et al. Echo Chambers on Facebook , 2016 .
[5] Jon M. Kleinberg,et al. Characterizing and curating conversation threads: expansion, focus, volume, re-entry , 2013, WSDM.
[6] Jeffrey T. Hancock,et al. Experimental evidence of massive-scale emotional contagion through social networks , 2014, Proceedings of the National Academy of Sciences.
[7] Kyomin Jung,et al. Prominent Features of Rumor Propagation in Online Social Media , 2013, 2013 IEEE 13th International Conference on Data Mining.
[8] Arun Sundararajan,et al. Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks , 2009, Proceedings of the National Academy of Sciences.
[9] Mohammad Al Hasan,et al. Link prediction using supervised learning , 2006 .
[10] M. McPherson,et al. Birds of a Feather: Homophily in Social Networks , 2001 .
[11] Jacob Cohen,et al. Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit. , 1968 .
[12] Simon Haykin,et al. Neural Networks: A Comprehensive Foundation , 1998 .
[13] Yamir Moreno,et al. Dynamics of rumor spreading in complex networks. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.
[14] Guido Caldarelli,et al. Science vs Conspiracy: Collective Narratives in the Age of Misinformation , 2014, PloS one.
[15] C. Sunstein. The Law of Group Polarization , 1999, How Change Happens.
[16] Guido Caldarelli,et al. Opinion dynamics on interacting networks: media competition and social influence , 2014, Scientific Reports.
[17] G. Caldarelli,et al. The spreading of misinformation online , 2016, Proceedings of the National Academy of Sciences.
[18] Yamir Moreno,et al. Emergence of Influential Spreaders in Modified Rumor Models , 2012, Journal of Statistical Physics.
[19] P. Holland,et al. Transitivity in Structural Models of Small Groups , 1971 .
[20] Matthew J. Salganik,et al. Experimental Study of Inequality and Unpredictability in an Artificial Cultural Market , 2006, Science.
[21] Guido Caldarelli,et al. Debunking in a world of tribes , 2015, PloS one.
[22] Guido Caldarelli,et al. Emotional Dynamics in the Age of Misinformation , 2015, PloS one.
[23] Eunsoo Seo,et al. Identifying rumors and their sources in social networks , 2012, Defense + Commercial Sensing.
[24] Bryan Greetham,et al. The First Draft , 2014 .
[25] Damon Centola,et al. The Spread of Behavior in an Online Social Network Experiment , 2010, Science.
[26] Yamir Moreno,et al. Contact-based Social Contagion in Multiplex Networks , 2013, Physical review. E, Statistical, nonlinear, and soft matter physics.
[27] Lars Backstrom,et al. Structural diversity in social contagion , 2012, Proceedings of the National Academy of Sciences.
[28] Lada A. Adamic,et al. The role of social networks in information diffusion , 2012, WWW.
[29] Brian D. Davison,et al. Predicting popular messages in Twitter , 2011, WWW.
[30] Mahmoud Fouz,et al. Why rumors spread so quickly in social networks , 2012, Commun. ACM.
[31] Yamir Moreno,et al. Locating privileged spreaders on an online social network. , 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.
[32] Jon Kleinberg,et al. Differences in the mechanics of information diffusion across topics: idioms, political hashtags, and complex contagion on twitter , 2011, WWW.
[33] Justin Cheng,et al. Rumor Cascades , 2014, ICWSM.
[34] Rediet Abebe. Can Cascades be Predicted? , 2014 .
[35] Jenna Wiens,et al. Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task , 2012, NIPS.
[36] Jure Leskovec,et al. Do Cascades Recur? , 2016, WWW.
[37] J. Hanley,et al. The meaning and use of the area under a receiver operating characteristic (ROC) curve. , 1982, Radiology.
[38] Nicholas A. Christakis,et al. Cooperative behavior cascades in human social networks , 2009, Proceedings of the National Academy of Sciences.
[39] Ee-Peng Lim,et al. Finding Bursty Topics from Microblogs , 2012, ACL.
[40] M. Macy,et al. Complex Contagions and the Weakness of Long Ties1 , 2007, American Journal of Sociology.
[41] A. Izenman. Linear Discriminant Analysis , 2013 .
[42] Rossano Schifanella,et al. Friendship prediction and homophily in social media , 2012, TWEB.