TY - BOOK AU - Masum, H. AU - Newmark, C. AU - Tovey, M. PY - 2011 DA - 2011// TI - The reputation society: how online opinions are reshaping the offline world PB - MIT Press CY - Cambridge ID - Masum2011 ER - TY - BOOK AU - Wasserman, S. AU - Faust, K. PY - 1994 DA - 1994// TI - Social network analysis: methods and applications PB - Cambridge University Press CY - Cambridge UR - https://doi.org/10.1017/CBO9780511815478 DO - 10.1017/CBO9780511815478 ID - Wasserman1994 ER - TY - JOUR AU - Lazer, D. AU - Pentland, A. AU - Adamic, L. AU - Aral, S. AU - Barabási, A. -. L. AU - Brewer, D. AU - Christakis, N. AU - Contractor, N. AU - Fowler, J. AU - Gutmann, M. AU - Jebara, T. AU - King, G. AU - Macy, M. AU - Roy, D. AU - Alstyne, M. PY - 2009 DA - 2009// TI - Computational social science JO - Science VL - 323 UR - https://doi.org/10.1126/science.1167742 DO - 10.1126/science.1167742 ID - Lazer2009 ER - TY - JOUR AU - Lee, J. K. AU - Choi, J. AU - Kim, C. AU - Kim, Y. PY - 2014 DA - 2014// TI - Social media, network heterogeneity, and opinion polarization JO - J Commun VL - 64 UR - https://doi.org/10.1111/jcom.12077 DO - 10.1111/jcom.12077 ID - Lee2014 ER - TY - JOUR AU - Bond, R. M. AU - Fariss, C. J. AU - Jones, J. J. AU - Kramer, A. D. I. AU - Marlow, C. AU - Settle, J. E. AU - Fowler, J. H. PY - 2012 DA - 2012// TI - A 61-million-person experiment in social influence and political mobilization JO - Nature VL - 489 UR - https://doi.org/10.1038/nature11421 DO - 10.1038/nature11421 ID - Bond2012 ER - TY - JOUR AU - Aral, S. AU - Muchnik, L. AU - Sundararajan, A. PY - 2009 DA - 2009// TI - Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks JO - Proc Natl Acad Sci VL - 106 UR - https://doi.org/10.1073/pnas.0908800106 DO - 10.1073/pnas.0908800106 ID - Aral2009 ER - TY - CHAP AU - Hanna, A. AU - Wells, C. AU - Maurer, P. AU - Friedland, L. AU - Shah, D. AU - Matthes, J. PY - 2013 DA - 2013// TI - Partisan alignments and political polarization online: a computational approach to understanding the French and US presidential elections BT - Proceedings of the 2Nd workshop on politics, elections and data, PLEAD ’13 PB - ACM CY - New York ID - Hanna2013 ER - TY - CHAP AU - Weber, I. AU - Garimella, V. R. K. AU - Batayneh, A. PY - 2013 DA - 2013// TI - Secular vs. islamist polarization in Egypt on Twitter BT - Proceedings of the 2013 IEEE/ACM international conference on advances in social networks analysis and mining—ASONAM ’13 PB - ACM CY - New York ID - Weber2013 ER - TY - CHAP AU - Borge-Holthoefer, J. AU - Magdy, W. AU - Darwish, K. AU - Weber, I. PY - 2015 DA - 2015// TI - Content and network dynamics behind Egyptian political polarization on Twitter BT - Proceedings of the 18th ACM conference on computer supported cooperative work & social computing, CSCW 2015 ID - Borge-Holthoefer2015 ER - TY - JOUR AU - González-Bailón, S. AU - Borge-Holthoefer, J. AU - Rivero, A. AU - Moreno, Y. PY - 2011 DA - 2011// TI - The dynamics of protest recruitment through an online network JO - Sci Rep VL - 1 UR - https://doi.org/10.1038/srep00197 DO - 10.1038/srep00197 ID - González-Bailón2011 ER - TY - CHAP AU - Conover, M. AU - Ratkiewicz, J. AU - Francisco, M. AU - Gonçalves, B. AU - Flammini, A. AU - Menczer, F. PY - 2011 DA - 2011// TI - Political polarization on Twitter BT - Proc. 5th international AAAI conference on weblogs and social media (ICWSM) ID - Conover2011 ER - TY - JOUR AU - Conover, M. D. AU - Gonçalves, B. AU - Flammini, A. AU - Menczer, F. PY - 2012 DA - 2012// TI - Partisan asymmetries in online political activity JO - EPJ Data Sci VL - 1 UR - https://doi.org/10.1140/epjds6 DO - 10.1140/epjds6 ID - Conover2012 ER - TY - JOUR AU - Garrett, R. K. PY - 2009 DA - 2009// TI - Echo chambers online?: politically motivated selective exposure among Internet news users JO - J Comput-Mediat Commun VL - 14 UR - https://doi.org/10.1111/j.1083-6101.2009.01440.x DO - 10.1111/j.1083-6101.2009.01440.x ID - Garrett2009 ER - TY - CHAP AU - Garimella, K. AU - Francisci Morales, G. AU - Gionis, A. AU - Mathioudakis, M. PY - 2018 DA - 2018// TI - Political discourse on social media: echo chambers, gatekeepers, and the price of bipartisanship BT - Proceedings of the 2018 World Wide Web Conference, WWW ’18 UR - https://doi.org/10.1145/3178876.3186139 DO - 10.1145/3178876.3186139 ID - Garimella2018 ER - TY - JOUR AU - Bastos, M. T. AU - Mercea, D. AU - Baronchelli, A. PY - 2018 DA - 2018// TI - The geographic embedding of online echo chambers: evidence from the Brexit campaign JO - PLoS ONE VL - 13 UR - https://doi.org/10.1371/journal.pone.0206841 DO - 10.1371/journal.pone.0206841 ID - Bastos2018 ER - TY - JOUR AU - Vicario, M. AU - Bessi, A. AU - Zollo, F. AU - Petroni, F. AU - Scala, A. AU - Caldarelli, G. AU - Stanley, H. E. AU - Quattrociocchi, W. PY - 2016 DA - 2016// TI - The spreading of misinformation online JO - Proc Natl Acad Sci VL - 113 UR - https://doi.org/10.1073/pnas.1517441113 DO - 10.1073/pnas.1517441113 ID - Vicario2016 ER - TY - JOUR AU - Vicario, M. D. AU - Vivaldo, G. AU - Bessi, A. AU - Zollo, F. AU - Scala, A. AU - Caldarelli, G. AU - Quattrociocchi, W. PY - 2016 DA - 2016// TI - Echo chambers: emotional contagion and group polarization on Facebook JO - Sci Rep VL - 6 UR - https://doi.org/10.1038/srep37825 DO - 10.1038/srep37825 ID - Vicario2016 ER - TY - JOUR AU - Wojcieszak, M. PY - 2010 DA - 2010// TI - ‘Don’t talk to me’: effects of ideologically homogeneous online groups and politically dissimilar offline ties on extremism JO - New Media Soc VL - 12 UR - https://doi.org/10.1177/1461444809342775 DO - 10.1177/1461444809342775 ID - Wojcieszak2010 ER - TY - JOUR AU - Barberá, P. AU - Jost, J. T. AU - Nagler, J. AU - Tucker, J. A. AU - Bonneau, R. PY - 2015 DA - 2015// TI - Tweeting from left to right: is online political communication more than an echo chamber? JO - Psychol Sci VL - 26 UR - https://doi.org/10.1177/0956797615594620 DO - 10.1177/0956797615594620 ID - Barberá2015 ER - TY - JOUR AU - Dubois, E. AU - Blank, G. PY - 2018 DA - 2018// TI - The echo chamber is overstated: the moderating effect of political interest and diverse media JO - Inf Commun Soc VL - 21 UR - https://doi.org/10.1080/1369118X.2018.1428656 DO - 10.1080/1369118X.2018.1428656 ID - Dubois2018 ER - TY - JOUR AU - Holme, P. PY - 2015 DA - 2015// TI - Modern temporal network theory: a colloquium JO - Eur Phys J B VL - 88 UR - https://doi.org/10.1140/epjb/e2015-60657-4 DO - 10.1140/epjb/e2015-60657-4 ID - Holme2015 ER - TY - BOOK AU - Lambiotte, R. AU - Masuda, N. PY - 2016 DA - 2016// TI - A guide to temporal networks PB - World Scientific CY - Singapore ID - Lambiotte2016 ER - TY - CHAP AU - Galuba, W. AU - Aberer, K. AU - Chakraborty, D. AU - Despotovic, Z. AU - Kellerer, W. PY - 2010 DA - 2010// TI - Outtweeting the Twitterers—predicting information cascades in microblogs BT - Proceedings of the 3rd wonference on online social networks, WOSN’10 PB - USENIX Association CY - Berkeley ID - Galuba2010 ER - TY - CHAP AU - Jenders, M. AU - Kasneci, G. AU - Naumann, F. PY - 2013 DA - 2013// TI - Analyzing and predicting viral tweets BT - Proceedings of the 22nd international conference on World Wide Web—WWW ’13 companion PB - ACM CY - New York UR - https://doi.org/10.1145/2487788.2488017 DO - 10.1145/2487788.2488017 ID - Jenders2013 ER - TY - CHAP AU - Ratkiewicz, J. AU - Conover, M. AU - Meiss, M. AU - Gonçalves, B. AU - Patil, S. AU - Flammini, A. AU - Menczer, F. PY - 2011 DA - 2011// TI - Detecting and tracking political abuse in social media BT - Proceedings of the 20th international conference companion on World wide web—WWW ’11 PB - ACM CY - New York UR - https://doi.org/10.1145/1963192.1963301 DO - 10.1145/1963192.1963301 ID - Ratkiewicz2011 ER - TY - JOUR AU - Grabowicz, P. A. AU - Ramasco, J. J. AU - Moro, E. AU - Pujol, J. M. AU - Eguiluz, V. M. PY - 2012 DA - 2012// TI - Social features of online networks: the strength of intermediary ties in online social media JO - PLoS ONE VL - 7 UR - https://doi.org/10.1371/journal.pone.0029358 DO - 10.1371/journal.pone.0029358 ID - Grabowicz2012 ER - TY - BOOK PY - 2013 DA - 2013// TI - Temporal networks PB - Springer CY - Berlin ID - ref27 ER - TY - BOOK AU - Newman, M. E. J. PY - 2010 DA - 2010// TI - Networks: an introduction PB - Oxford University Press CY - Oxford UR - https://doi.org/10.1093/acprof:oso/9780199206650.001.0001 DO - 10.1093/acprof:oso/9780199206650.001.0001 ID - Newman2010 ER - TY - JOUR AU - Ferrara, E. AU - Varol, O. AU - Davis, C. AU - Menczer, F. AU - Flammini, A. PY - 2016 DA - 2016// TI - The rise of social bots JO - Commun ACM VL - 59 UR - https://doi.org/10.1145/2818717 DO - 10.1145/2818717 ID - Ferrara2016 ER - TY - JOUR AU - Stella, M. AU - Ferrara, E. AU - Domenico, M. PY - 2018 DA - 2018// TI - Bots increase exposure to negative and inflammatory content in online social systems JO - Proc Natl Acad Sci VL - 115 UR - https://doi.org/10.1073/pnas.1803470115 DO - 10.1073/pnas.1803470115 ID - Stella2018 ER - TY - JOUR AU - Shao, C. AU - Ciampaglia, G. L. AU - Varol, O. AU - Yang, K. -. C. AU - Flammini, A. AU - Menczer, F. PY - 2018 DA - 2018// TI - The spread of low-credibility content by social bots JO - Nat Commun VL - 9 UR - https://doi.org/10.1038/s41467-018-06930-7 DO - 10.1038/s41467-018-06930-7 ID - Shao2018 ER - TY - JOUR AU - Fortunato, S. PY - 2010 DA - 2010// TI - Community detection in graphs JO - Phys Rep VL - 486 UR - https://doi.org/10.1016/j.physrep.2009.11.002 DO - 10.1016/j.physrep.2009.11.002 ID - Fortunato2010 ER - TY - JOUR AU - Blondel, V. D. AU - Guillaume, J. -. L. AU - Lambiotte, R. AU - Lefebvre, E. PY - 2008 DA - 2008// TI - Fast unfolding of communities in large networks JO - J Stat Mech Theory Exp VL - 2008 UR - https://doi.org/10.1088/1742-5468/2008/10/P10008 DO - 10.1088/1742-5468/2008/10/P10008 ID - Blondel2008 ER - TY - BOOK AU - Anderson, R. M. AU - May, R. M. PY - 1992 DA - 1992// TI - Infectious diseases in humans PB - Oxford University Press CY - Oxford ID - Anderson1992 ER - TY - JOUR AU - Zhao, L. AU - Cui, H. AU - Qiu, X. AU - Wang, X. AU - Wang, J. PY - 2013 DA - 2013// TI - SIR rumor spreading model in the new media age JO - Phys A, Stat Mech Appl VL - 392 UR - https://doi.org/10.1016/j.physa.2012.09.030 DO - 10.1016/j.physa.2012.09.030 ID - Zhao2013 ER - TY - JOUR AU - Granell, C. AU - Gómez, S. AU - Arenas, A. PY - 2013 DA - 2013// TI - Dynamical interplay between awareness and epidemic spreading in multiplex networks JO - Phys Rev Lett VL - 111 UR - https://doi.org/10.1103/PhysRevLett.111.128701 DO - 10.1103/PhysRevLett.111.128701 ID - Granell2013 ER - TY - JOUR AU - Holme, P. PY - 2005 DA - 2005// TI - Network reachability of real-world contact sequences JO - Phys Rev E VL - 71 UR - https://doi.org/10.1103/PhysRevE.71.046119 DO - 10.1103/PhysRevE.71.046119 ID - Holme2005 ER - TY - JOUR AU - Törnberg, P. PY - 2018 DA - 2018// TI - Echo chambers and viral misinformation: modeling fake news as complex contagion JO - PLoS ONE VL - 13 UR - https://doi.org/10.1371/journal.pone.0203958 DO - 10.1371/journal.pone.0203958 ID - Törnberg2018 ER - TY - JOUR AU - Baños, R. A. AU - Borge-Holthoefer, J. AU - Moreno, Y. PY - 2013 DA - 2013// TI - The role of hidden influentials in the diffusion of online information cascades JO - EPJ Data Sci VL - 2 UR - https://doi.org/10.1140/epjds18 DO - 10.1140/epjds18 ID - Baños2013 ER - TY - JOUR AU - Alvarez, R. AU - Garcia, D. AU - Moreno, Y. AU - Schweitzer, F. PY - 2015 DA - 2015// TI - Sentiment cascades in the 15m movement JO - EPJ Data Sci VL - 4 UR - https://doi.org/10.1140/epjds/s13688-015-0042-4 DO - 10.1140/epjds/s13688-015-0042-4 ID - Alvarez2015 ER - TY - JOUR AU - Seidman, S. B. PY - 1983 DA - 1983// TI - Network structure and minimum degree JO - Soc Netw VL - 5 UR - https://doi.org/10.1016/0378-8733(83)90028-X DO - 10.1016/0378-8733(83)90028-X ID - Seidman1983 ER - TY - CHAP AU - Hadgu, A. T. AU - Garimella, K. AU - Weber, I. PY - 2013 DA - 2013// TI - Political hashtag hijacking in the U.S BT - Proceedings of the 22Nd international conference on World Wide Web, WWW ’13 companion PB - ACM CY - New York UR - https://doi.org/10.1145/2487788.2487809 DO - 10.1145/2487788.2487809 ID - Hadgu2013 ER - TY - CHAP AU - Gonçalves, P. AU - Araújo, M. AU - Benevenuto, F. AU - Cha, M. PY - 2013 DA - 2013// TI - Comparing and combining sentiment analysis methods BT - Proceedings of the first ACM conference on online social networks, COSN ’13 PB - ACM CY - New York UR - https://doi.org/10.1145/2512938.2512951 DO - 10.1145/2512938.2512951 ID - Gonçalves2013 ER - TY - CHAP AU - Conover, M. AU - Gonçalves, B. AU - Ratkiewicz, J. AU - Flammini, A. AU - Menczer, F. PY - 2011 DA - 2011// TI - Predicting the political alignment of Twitter users BT - Proceedings of 3rd IEEE conference on social computing (SocialCom) ID - Conover2011 ER - TY - JOUR AU - Watts, D. J. PY - 2002 DA - 2002// TI - A simple model of global cascades on random networks JO - Proc Natl Acad Sci VL - 99 UR - https://doi.org/10.1073/pnas.082090499 DO - 10.1073/pnas.082090499 ID - Watts2002 ER - TY - JOUR AU - Centola, D. AU - Macy, M. PY - 2007 DA - 2007// TI - Complex contagions and the weakness of long ties JO - Am J Sociol VL - 113 UR - https://doi.org/10.1086/521848 DO - 10.1086/521848 ID - Centola2007 ER - TY - CHAP AU - Saito, K. AU - Nakano, R. AU - Kimura, M. PY - 2008 DA - 2008// TI - Prediction of information diffusion probabilities for independent cascade model BT - Proceedings of the 12th international conference on knowledge-based intelligent information and engineering systems, part III, KES ’08 PB - Springer CY - Berlin ID - Saito2008 ER - TY - CHAP AU - Borodin, A. AU - Filmus, Y. AU - Oren, J. PY - 2010 DA - 2010// TI - Threshold models for competitive influence in social networks BT - Proceedings of the 6th international conference on Internet and network economics, WINE’10 PB - Springer CY - Berlin UR - https://doi.org/10.1007/978-3-642-17572-5_48 DO - 10.1007/978-3-642-17572-5_48 ID - Borodin2010 ER - TY - JOUR AU - Karimi, F. AU - Holme, P. PY - 2013 DA - 2013// TI - Threshold model of cascades in empirical temporal networks JO - Phys A, Stat Mech Appl VL - 392 UR - https://doi.org/10.1016/j.physa.2013.03.050 DO - 10.1016/j.physa.2013.03.050 ID - Karimi2013 ER -