An, W., & Mcconnell, W. R. (2015). The origins of asymmetric ties in friendship networks: From status differential to self-perceived centrality. Network Science, 3(02), 269-292.
Aral, S., Muchnik, L., & Sundararajan, A. (2009). Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks. Proceedings of the National Academy of Sciences, 106(51), 21544-21549.
Backstrom, L., Kleinberg, J., Kumar, R., & Novak, J. (2008). Spatial variation in search engine queries. Paper presented at the 17th international conference on World Wide Web.
Bakshy, E., Rosenn, I., Marlow, C., & Adamic, L. (2012). The role of social networks in information diffusion, Proceedings of the 21st international conference on World Wide Web (pp. 519-528). Lyon, France: ACM.
Barabasi, A.-L. (2002). Linked: How everything is connected to everything else and what it means. New York: Plume.
Barabási, A.-L., & Réka, A. (1999). Emergence of Scaling in Random Networks. Science, 286(5439), 509-512.
Bastos, M., & Mercea, D. (2016). Online activists support uprisings around the world. Here’s what we know about them. Monkey Cage.
Bastos, M., Mercea, D., & Charpentier, A. (2015). How social media usage does and does not predict protests. Monkey Cage.
Bastos, M. T. (2015). Outcompeting Traditional Peers? Scholarly Social Networks and Academic Output. Paper presented at the 48th Hawaii International Conference on System Sciences, Kauai, Hawaii, US.
Bastos, M. T. (2015). Shares, Pins, and Tweets: News readership from daily papers to social media. Journalism Studies, 16(3), 305-325.
Bastos, M. T., & Mercea, D. (2016). Serial Activists: Political Twitter beyond Influentials and the Twittertariat. New Media & Society, 18(10).
Bastos, M. T., Mercea, D., & Charpentier, A. (2015). Tents, Tweets, and Events: The Interplay Between Ongoing Protests and Social Media. Journal of Communication, 65(2), 320-350.
Bastos, M. T., Recuero, R. C., & Zago, G. S. (2014). Taking tweets to the streets: A spatial analysis of the Vinegar Protests in Brazil. First Monday, 19(3).
Bodenhamer, D. J., Corrigan, J., & Harris, T. M. (2010). The spatial humanities: GIS and the future of humanities scholarship. Bloomington: Indiana University Press.
Bond, R. M., Fariss, C. J., Jones, J. J., Kramer, A. D. I., Marlow, C., Settle, J. E., et al. (2012). A 61-million-person experiment in social influence and political mobilization. Nature, 489(7415), 295-298.
Borgatti, S. P. (2005). Centrality and network flow. Social networks, 27(1), 55-71.
Borgatti, S. P., & Everett, M. G. (2000). Models of core/periphery structures. Social Networks, 21(4), 375-395.
Borgatti, S. P., & Lopez-Kidwell, V. (2011). Network Theory. In J. Scott & P. J. Carrington (Eds.), The SAGE handbook of social network analysis. London: SAGE publications.
Boyd, D., & Crawford, K. (2012). Critical Questions for Big Data. Information, Communication & Society, 15(5), 662-679.
boyd, d. m., & Ellison, N. B. (2007). Social Network Sites: Definition, History, and Scholarship. Journal of Computer-Mediated Communication, 13(1), 210-230.
Bruns, A., & Liang, Y. E. (2012). Tools and methods for capturing Twitter data during natural disasters. First Monday, 17(4).
Burt, R. S. (2001). Structural holes versus network closure as social capital. In N. Lin, K. Cook & R. S. Burt (Eds.), Social Capital: Theory and Research (pp. 31-56). New York: Aldine de Gruyter.
Burt, R. S. (2004). Structural holes and good ideas. American journal of sociology, 110(2), 349-399.
Centola, D., & Macy, M. (2007). Complex Contagions and the Weakness of Long Ties. American Journal of Sociology, 113(3), 702-734.
Cheng, Z., Caverlee, J., & Lee, K. (2010). You are where you tweet: a content-based approach to geo-locating twitter users. Paper presented at the 19th ACM international conference on Information and knowledge management.
Coleman, J. S. (1988). Social capital in the creation of human capital. American journal of sociology, 94, S95-S120.
Crampton, J. W., Graham, M., Poorthuis, A., Shelton, T., Stephens, M., Wilson, M. W., et al. (2013). Beyond the geotag: situating ‘big data’ and leveraging the potential of the geoweb. Cartography and Geographic Information Science, 40, 130-139.
Cranshaw, J., Schwartz, R., Hong, J., & Sadeh, N. (2012). The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City. Paper presented at the 6th International AAAI Conference on Weblogs and Social Media, Dublin.
De Choudhury, M., Jhaver, S., Sugar, B., & Weber, I. (2016). Social Media Participation in an Activist Movement for Racial Equality. Paper presented at the 10th International AAAI Conference on Web and Social Media.
Diani, M. (2000). Social movement networks virtual and real. Information, Communication & Society, 3(3), 386-401.
Dodge, M., & Kitchin, R. (2001). Atlas of cyberspace (Vol. 158). London: Addison-Wesley.
Dunbar, R. I. (1993). Coevolution of neocortical size, group size and language in humans. Behavioral and brain sciences, 16(4), 681-694.
Dunbar, R. I. M. (1992). Neocortex size as a constraint on group size in primates. Journal of Human Evolution, 22(6), 469-493.
Flaxman, S., Goel, S., & Rao, J. M. (2013). Ideological segregation and the effects of social media on news consumption. Available at SSRN.
Flaxman, S. R., Goel, S., & Rao, J. M. Filter Bubbles, Echo Chambers, and Online News Consumption.
Freeman, L. C. (1978). Centrality in social networks conceptual clarification. Social Networks, 1(3), 215-239.
Gentzkow, M., & Shapiro, J. M. (2011). Ideological Segregation Online and Offline. The Quarterly Journal of Economics, 126(4), 1799-1839.
Ginsberg, J., Mohebbi, M. H., Patel, R. S., Brammer, L., Smolinski, M. S., & Brilliant, L. (2008). Detecting influenza epidemics using search engine query data. Nature, 457(7232), 1012-1014.
González-Bailón, S., Borge-Holthoefer, J., & Moreno, Y. (2013). Broadcasters and Hidden Influentials in Online Protest Diffusion. American Behavioral Scientist, 57(7), 943-965.
González-Bailón, S., Borge-Holthoefer, J., Rivero, A., & Moreno, Y. (2011). The Dynamics of Protest Recruitment through an Online Network. Scientific Reports, 1.
Grabowicz, P. A., Ramasco, J. J., Moro, E., Pujol, J. M., & Eguiluz, V. M. (2012). Social Features of Online Networks: The Strength of Intermediary Ties in Online Social Media. PLoS ONE, 7(1), e29358.
Graham, M., Zook, M., & Boulton, A. (2013). Augmented reality in urban places: contested content and the duplicity of code. Transactions of the Institute of British Geographers, 38(3), 464-479.
Granovetter, M. (1985). Economic action and social structure: The problem of embeddedness. American journal of sociology, 91(3), 481-510.
Granovetter, M. S. (1973). The Strength of Weak Ties. American Journal of Sociology, 78(6), 1360-1380.
Hanneman, R. A., & Riddle, M. (2005). Introduction to social network methods. Riverside: University of California Riverside.
Huberman, B., Romero, D., & Wu, F. (2009). Social networks that matter: Twitter under the microscope. First Monday, 14(1).
Jungherr, A., & Jürgens, P. (2013, October 23-26). Forecasting the pulse: how deviations from regular patterns in online data can identify offline phenomena. Paper presented at the Internet Research 14.0, Denver, USA.
Kitchin, R. (2013). Big data and human geography: Opportunities, challenges and risks. Dialogues in Human Geography, 3(3), 262-267.
Krackhardt, D., Nohria, N., & Eccles, B. (2003). The strength of strong ties. Networks in the knowledge economy, 82.
Kulshrestha, J., Kooti, F., Nikravesh, A., & Gummadi, K. P. (2012). Geographic Dissection of the Twitter Network. Paper presented at the 6th International AAAI Conference on Weblogs and Social Media, Dublin.
Leamer, E. E., & Storper, M. (2014). The Economic Geography of the Internet Age. In J. Cantwell (Ed.), Location of International Business Activities: Integrating Ideas from Research in International Business, Strategic Management and Economic Geography (pp. 63-93). London: Palgrave Macmillan UK.
Marin, A., & Wellman, B. (2011). Social Network Analysis: An Introduction. In J. Scott & P. J. Carrington (Eds.), The SAGE handbook of social network analysis. London: SAGE publications.
McPherson, M., Smith-Lovin, L., & Cook, J. M. (2001). Birds of a Feather: Homophily in Social Networks. Annual Review of Sociology, 27(1), 415-444.
Milgram, S. (1967). The small world problem. Psychology today, 2(1), 60-67.
Miller, H. J., & Goodchild, M. F. (2014). Data-driven geography. GeoJournal, 80(4), 449-461.
Monge, P. R., & Contractor, N. S. (2003). Theories of communication networks. Oxford: Oxford University Press.
Moreno, J. L. (1953). Who shall survive? Foundations of sociometry, group psychotherapy and socio-drama. Oxford, England: Beacon House.
Morstatter, F., Pfeffer, J., Liu, H., & Carley, K. M. (2013, July 8-11). Is the sample good enough? comparing data from twitter’s streaming api with twitter’s firehose. Paper presented at the 7th International Conference on Weblogs and Social Media (ICWSM13), Cambridge, Massachusetts, USA.
Newman, M. (2001). Scientific collaboration networks. II. Shortest paths, weighted networks, and centrality. Physical Review E, 64(1), 016132.
Newman, M., & Park, J. (2003). Why social networks are different from other types of networks. Physical Review E, 68(3), 036122.
Quercia, D., Capra, L., & Crowcroft, J. (2012). The Social World of Twitter: Topics, Geography, and Emotions. Paper presented at the Sixth International Conference on Weblogs and Social Media (ICWSM'12), Dublin, Ireland.
Richardson, J. G. (1986). Handbook of Theory and Research for the Sociology of Education: Greenwood Publishing Group.
Rogers, E. M. (2010). Diffusion of innovations. New York: Simon and Schuster.
Romero, D., Meeder, B., & Kleinberg, J. (2011). Differences in the Mechanics of Information Diffusion Across Topics: Idioms, Political Hashtags, and Complex Contagion on Twitter. Paper presented at the 20th International Conference on World Wide Web, Hyderabad, India.
Sakaki, T., Okazaki, M., & Matsuo, Y. (2010). Earthquake shakes Twitter users: real-time event detection by social sensors. Paper presented at the 19th International Conference on World Wide Web.
Schwartz, R., Naaman, M., & Matni, Z. (2013). Making Sense of Cities Using Social Media: Requirements for Hyper-Local Data Aggregation Tools.
Scott, J., & Carrington, P. J. (2011). The SAGE handbook of social network analysis. London: SAGE publications.
Sloan, L., Morgan, J., Housley, W., Williams, M., Edwards, A., Burnap, P., et al. (2013). Knowing the Tweeters: Deriving Sociologically Relevant Demographics from Twitter. Sociological Research Online, 18(3), 7.
Standlee, A. (2018). Friendship and online filtering: The use of social media to construct offline social networks. New Media & Society, 0(0), 1461444818806844.
Storper, M. (2018). Separate Worlds? Explaining the current wave of regional economic polarization. Journal of Economic Geography, 18(2), 247-270.
Subrahmanyam, K., Reich, S. M., Waechter, N., & Espinoza, G. (2008). Online and offline social networks: Use of social networking sites by emerging adults. Journal of Applied Developmental Psychology, 29(6), 420-433.
Sun, E., Rosenn, I., Marlow, C. A., & Lento, T. M. (2009). Gesundheit! Modeling Contagion through Facebook News Feed.
Takhteyev, Y., Gruzd, A., & Wellman, B. (2012). Geography of Twitter networks. Social Networks, 34(1), 73-81.
Tufekci, Z. (2014). Big Questions for Social Media Big Data: Representativeness, Validity and Other Methodological Pitfalls. Paper presented at the 8th International AAAI Conference on Weblogs and Social Media (ICWSM14).
Varol, O., Ferrara, E., Ogan, C. L., Menczer, F., & Flammini, A. (2014). Evolution of online user behavior during a social upheaval, Proceedings of the 2014 ACM conference on Web science (pp. 81-90). Bloomington, Indiana, USA: ACM.
Volkovich, Y., Scellato, S., Laniado, D., Mascolo, C., & Kaltenbrunner, A. (2012). The Length of Bridge Ties: Structural and Geographic Properties of Online Social Interactions. Paper presented at the 6th International AAAI Conference on Weblogs and Social Media, Dublin.
Warf, B., & Arias, S. (2008). The spatial turn: Interdisciplinary perspectives. London: Routledge.
Watts, D. J., & Strogatz, S. H. (1998). Collective dynamics of ‘small-world’ networks. Nature, 393(6684), 440-442.
Wellman, B., & Wortley, S. (1990). Different strokes from different folks: Community ties and social support. American journal of Sociology, 96(3), 558-588.