{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T01:44:53Z","timestamp":1742953493811,"version":"3.40.3"},"publisher-location":"New York, NY","reference-count":90,"publisher":"Springer New York","isbn-type":[{"type":"print","value":"9781493971305"},{"type":"electronic","value":"9781493971312"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-1-4939-7131-2_110182","type":"book-chapter","created":{"date-parts":[[2018,6,11]],"date-time":"2018-06-11T19:07:47Z","timestamp":1528744067000},"page":"2816-2831","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Social\u2013Spatiotemporal Analysis of Topical and Polarized Communities in Online Social Networks"],"prefix":"10.1007","author":[{"given":"Mauro","family":"Coletto","sequence":"first","affiliation":[]},{"given":"Claudio","family":"Lucchese","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,6,12]]},"reference":[{"key":"110182_CR191949","unstructured":"Adamic LA, Glance N (2005) The political blogosphere and the 2004 US election: divided they blog. In: Proceedings of the 3rd international workshop on link discovery. ACM, New York, NY, USA, pp 36\u201343"},{"key":"110182_CR191950","doi-asserted-by":"crossref","unstructured":"Aiello LM (2015) Group types in social media. In: Paliouras G, Papadopoulos S, Vogiatzis D, Kompatsiaris Y (eds) User community discovery, Human-computer interaction series. Springer International Publishing, Switzerland, pp 97\u2013134","DOI":"10.1007\/978-3-319-23835-7_5"},{"issue":"2","key":"110182_CR191951","first-page":"9","volume":"6","author":"LM Aiello","year":"2012","unstructured":"Aiello LM, Barrat A, Schifanella R, Cattuto C, Markines B, Menczer F (2012) Friendship prediction and homophily in social media. ACM Trans Web (TWEB) 6(2):9","journal-title":"ACM Trans Web (TWEB)"},{"key":"110182_CR191952","unstructured":"Allan J (2012) Topic detection and tracking: event-based information organization, vol 12. Springer Science & Business Media"},{"key":"110182_CR191953","doi-asserted-by":"crossref","unstructured":"Arnaboldi V, Conti M, Passarella A, Pezzoni F (2012) Analysis of ego network structure in online social networks. In: Privacy, security, risk and trust (PASSAT), 2012 international conference on and 2012 international conference on social computing (SocialCom), pp 31\u201340. IEEE","DOI":"10.1109\/SocialCom-PASSAT.2012.41"},{"key":"110182_CR191954","doi-asserted-by":"crossref","unstructured":"Arnaboldi V, Conti M, Passarella A, Dunbar R (2013) Dynamics of personal social relationships in online social networks: a study on Twitter. In: Proceedings of the first ACM conference on online social networks, COSN \u201913. ACM, New York, pp 15\u201326","DOI":"10.1145\/2512938.2512949"},{"key":"110182_CR191955","doi-asserted-by":"crossref","unstructured":"Attwood F (2005) What do people do with porn? Qualitative research into the comsumption, use, and experience of pornography and other sexually explicit media. Sex Cult 9(2)","DOI":"10.1007\/s12119-005-1008-7"},{"key":"110182_CR191956","doi-asserted-by":"crossref","unstructured":"Backstrom L, Huttenlocher D, Kleinberg J, Lan X (2006) Group formation in large social networks: membership, growth, and evolution. In: Proceedings of the 12th ACM SIGKDD international conference on knowledge discovery and data mining. ACM, Ithaca, NY, pp 44\u201354","DOI":"10.1145\/1150402.1150412"},{"key":"110182_CR191957","doi-asserted-by":"crossref","unstructured":"Backstrom L, Boldi P, Rosa M, Ugander J, Vigna S (2012) Four degrees of separation. In: Proceedings of the 3rd annual ACM web science conference. ACM, Ithaca, NY, pp 33\u201342","DOI":"10.1145\/2380718.2380723"},{"key":"110182_CR191958","doi-asserted-by":"crossref","unstructured":"Barbieri N, Bonchi F, Manco G (2013) Cascade-based community detection. In: WSDM. ACM, New York, NY, USA","DOI":"10.1145\/2433396.2433403"},{"issue":"1480","key":"110182_CR191959","doi-asserted-by":"publisher","first-page":"561","DOI":"10.1098\/rstb.2006.1995","volume":"362","author":"L Barrett","year":"2007","unstructured":"Barrett L, Henzi P, Rendall D (2007) Social brains, simple minds: does social complexity really require cognitive complexity? Philos Trans R Soc Lond B: Biol Sci 362(1480):561\u2013575","journal-title":"Philos Trans R Soc Lond B: Biol Sci"},{"key":"110182_CR191960","doi-asserted-by":"crossref","unstructured":"Bessi A, Coletto M, Davidescu GA, Scala A, Caldarelli G, Quattrociocchi W (2015) Science vs conspiracy: collective narratives in the age of misinformation. PLoS One 10(2)","DOI":"10.1371\/journal.pone.0118093"},{"key":"110182_CR191961","doi-asserted-by":"crossref","unstructured":"Bisgin H, Agarwal N, Xu X (2010) Investigating homophily in online social networks. In: Web intelligence and intelligent agent technology (WI-IAT), 2010 IEEE\/WIC\/ACM international conference on, vol 1. IEEE, Toronto, ON, Canada, pp 533\u2013536","DOI":"10.1109\/WI-IAT.2010.61"},{"key":"110182_CR191962","unstructured":"Blei DM, Lafferty JD (2007) A correlated topic model of science. Ann Appl Stat:17\u201335"},{"key":"110182_CR191963","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei DM, Ng AY, Jordan MI (2003) Latent Dirichlet allocation. J Mach Learn Res 3:993\u20131022","journal-title":"J Mach Learn Res"},{"key":"110182_CR191964","doi-asserted-by":"crossref","unstructured":"Buettner, R. (2016) Getting a job via career-oriented social networking sites: the weakness of ties. In: 2016 49th Hawaii international conference on system sciences (HICSS). IEEE, Koloa, HI, USA, pp 2156\u20132165","DOI":"10.1109\/HICSS.2016.272"},{"key":"110182_CR191965","unstructured":"Buyukkokten O, Adar E, Adamic L (2005) A social network caught in the web. First Monday 8(6):15\u201340"},{"issue":"3","key":"110182_CR191966","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1002\/wics.95","volume":"2","author":"C Cioffi-Revilla","year":"2010","unstructured":"Cioffi-Revilla C (2010) Computational social science. Wiley Interdiscip Rev: Comput Stat 2(3):259\u2013271","journal-title":"Wiley Interdiscip Rev: Comput Stat"},{"key":"110182_CR191967","doi-asserted-by":"crossref","unstructured":"Cioffi-Revilla C (2014) Introduction to computational social science: principles and applications. Berlin\/New York: Springer 10 (2014): 978\u20131","DOI":"10.1007\/978-1-4471-5661-1"},{"key":"110182_CR191968","volume-title":"Sociology of deviant behavior","author":"M Clinard","year":"2015","unstructured":"Clinard M, Meier R (2015) Sociology of deviant behavior. Cengage Learning, Wadsworth"},{"key":"110182_CR191969","unstructured":"Coletto M, Lucchese C, Orlando S, Perego R (2015) Electoral predictions with Twitter: a machine-learning approach. IIR"},{"key":"110182_CR191970","doi-asserted-by":"crossref","unstructured":"Coletto M, Aiello LM, Lucchese C, Silvestri F (2016a) On the behaviour of deviant communities in online social networks. In: Tenth international AAAI conference on web and social media (ICWSM), pp 72\u201381","DOI":"10.1609\/icwsm.v10i1.14726"},{"key":"110182_CR191971","doi-asserted-by":"crossref","unstructured":"Coletto M, Lucchese C, Muntean CI, Nardini FM, Esuli A., Renso C, Perego R (2016b) Sentiment-enhanced multidimensional analysis of online social networks: perception of the Mediterranean refugees crisis. In: Advances in social networks analysis and mining (ASONAM), 2016 IEEE\/ACM international conference on, pp 1270\u20131277. IEEE","DOI":"10.1109\/ASONAM.2016.7752401"},{"key":"110182_CR191972","doi-asserted-by":"crossref","unstructured":"Coletto M, Lucchese C, Orlando S, Perego R (2016c) Polarized user and topic tracking in Twitter. In: Proceedings of the 39th international ACM SIGIR conference on research and development in information retrieval. ACM, Pisa, ITALY, pp 945\u2013948","DOI":"10.1145\/2911451.2914716"},{"key":"110182_CR191973","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1016\/j.osnem.2017.03.001","volume":"1","author":"M Coletto","year":"2017","unstructured":"Coletto M, Esuli A, Lucchese C, Muntean CI, Nardini FM, Perego R, Renso C (2017a) Perception of social phenomena through the multidimensional analysis of online social networks. Online Soc Netw Media 1:14\u201332","journal-title":"Online Soc Netw Media"},{"key":"110182_CR191974","doi-asserted-by":"crossref","unstructured":"Coletto M, Garimella K, Gionis A, Lucchese C (2017b) A motif-based approach for identifying controversy. In: Proceedings of the eleventh international conference on web and social media, ICWSM 2017, Montr\u00e9al, 15\u201318 May 2017, pp 496\u2013499. https:\/\/aaai.org\/ocs\/index.php\/ICWSM\/ICWSM17\/paper\/view\/15653","DOI":"10.1609\/icwsm.v11i1.14949"},{"key":"110182_CR191975","unstructured":"Conover M, Ratkiewicz J, Francisco M, Gon\u00e7alves B, Menczer F, Flammini A (2011) Political polarization on Twitter. In: ICWSM, vol 133, pp 89\u201396"},{"issue":"1","key":"110182_CR191976","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1140\/epjst\/e2012-01697-8","volume":"214","author":"R Conte","year":"2012","unstructured":"Conte R, Gilbert N, Bonelli G, Cioffi-Revilla C, Deffuant G, Kertesz J, Loreto V, Moat S, Nadal JP, Sanchez A et al (2012) Manifesto of computational social science. Eur Phys J Spec Top 214(1):325\u2013346","journal-title":"Eur Phys J Spec Top"},{"issue":"1","key":"110182_CR191977","doi-asserted-by":"crossref","first-page":"37","DOI":"10.3233\/AIC-130582","volume":"27","author":"N Cristianini","year":"2014","unstructured":"Cristianini N (2014) On the current paradigm in artificial intelligence. AI Commun 27(1):37\u201343","journal-title":"AI Commun"},{"key":"110182_CR191978","doi-asserted-by":"crossref","unstructured":"De Choudhury M (2015) Anorexia on Tumblr: a characterization study. In: Florence, Italy, Digital health. ACM","DOI":"10.1145\/2750511.2750515"},{"issue":"1","key":"110182_CR191979","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1016\/0378-8733(78)90011-4","volume":"1","author":"I de Sola Pool","year":"1979","unstructured":"de Sola Pool I, Kochen M (1979) Contacts and influence. Soc Netw 1(1):5\u201351","journal-title":"Soc Netw"},{"key":"110182_CR191980","doi-asserted-by":"crossref","unstructured":"Dori-Hacohen S (2015) Controversy detection and stance analysis. In: Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval. ACM, New York, NY, pp 1057\u20131057","DOI":"10.1145\/2766462.2767844"},{"key":"110182_CR191981","doi-asserted-by":"crossref","unstructured":"Dori-Hacohen S, Allan J (2013) Detecting controversy on the web. In: Proceedings of the 22nd ACM international conference on information & knowledge management. ACM, New York, NY, pp 1845\u20131848","DOI":"10.1145\/2505515.2507877"},{"issue":"6","key":"110182_CR191982","doi-asserted-by":"publisher","first-page":"469","DOI":"10.1016\/0047-2484(92)90081-J","volume":"22","author":"RI Dunbar","year":"1992","unstructured":"Dunbar RI (1992) Neocortex size as a constraint on group size in primates. J Hum Evol 22(6):469\u2013493","journal-title":"J Hum Evol"},{"issue":"04","key":"110182_CR191983","doi-asserted-by":"publisher","first-page":"681","DOI":"10.1017\/S0140525X00032325","volume":"16","author":"RI Dunbar","year":"1993","unstructured":"Dunbar RI (1993) Coevolution of neocortical size, group size and language in humans. Behav Brain Sci 16(04):681\u2013694","journal-title":"Behav Brain Sci"},{"issue":"4","key":"110182_CR191984","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1007\/s10791-008-9047-y","volume":"11","author":"A Esuli","year":"2008","unstructured":"Esuli A, Fagni T, Sebastiani F (2008) Boosting multi-label hierarchical text categorization. Inf Retr 11(4):287\u2013313","journal-title":"Inf Retr"},{"key":"110182_CR191985","doi-asserted-by":"crossref","unstructured":"Garimella K, De Francisci Morales G, Gionis A, Mathioudakis M (2016) Quantifying controversy in social media. In: Proceedings of the ninth ACM international conference on web search and data mining (WSDM). ACM, pp 33\u201342","DOI":"10.1145\/2835776.2835792"},{"issue":"12","key":"110182_CR191986","doi-asserted-by":"publisher","first-page":"7821","DOI":"10.1073\/pnas.122653799","volume":"99","author":"M Girvan","year":"2002","unstructured":"Girvan M, Newman ME (2002) Community structure in social and biological networks. Proc Natl Acad Sci 99(12):7821\u20137826","journal-title":"Proc Natl Acad Sci"},{"issue":"8","key":"110182_CR191987","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0022656","volume":"6","author":"B Gon\u00e7alves","year":"2011","unstructured":"Gon\u00e7alves B, Perra N, Vespignani A (2011) Modeling users\u2019 activity on Twitter networks: validation of Dunbar\u2019s number. PLoS One 6(8):e22,656","journal-title":"PLoS One"},{"key":"110182_CR191988","doi-asserted-by":"crossref","unstructured":"Granovetter MS (1973) The strength of weak ties. Am J Sociol:1360\u20131380","DOI":"10.1086\/225469"},{"key":"110182_CR191989","unstructured":"Haas SM, Irr ME, Jennings NA, Wagner LM (2010) Online negative enabling support groups. New Media Soc"},{"issue":"3","key":"110182_CR191990","doi-asserted-by":"publisher","first-page":"260","DOI":"10.1080\/15230406.2014.890072","volume":"41","author":"B Hawelka","year":"2014","unstructured":"Hawelka B, Sitko I, Beinat E, Sobolevsky S, Kazakopoulos P, Ratti C (2014) Geo-located Twitter as proxy for global mobility patterns. Cartogr Geogr Inf Sci 41(3):260\u2013271","journal-title":"Cartogr Geogr Inf Sci"},{"key":"110182_CR191991","unstructured":"Jo Y, Oh AH (2011) Aspect and sentiment unification model for online review analysis. In: Proceedings of the fourth ACM international conference on web search and data mining. ACM, New York, NY, pp 815\u2013824"},{"key":"110182_CR191992","unstructured":"Kuhn TS (1962) The structure of scientific revolutions. University of Chicago Press"},{"key":"110182_CR191993","unstructured":"Kulshrestha J, Kooti F, Nikravesh A, Gummadi KP (2012) Geographic dissection of the Twitter network. In: Proceedings of the sixth international AAAI conference on weblogs and social media (ICWSM)"},{"key":"110182_CR191994","doi-asserted-by":"crossref","unstructured":"Kumar R, Liben-Nowell D, Novak J, Raghavan P, Tomkins A (2005) Theoretical analysis of geographic routing in social networks. CSAIL Technical Reports, MIT Massachusetts, USA","DOI":"10.1073\/pnas.0503018102"},{"key":"110182_CR191995","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1007\/978-1-4419-6515-8_13","volume-title":"Link mining: models, algorithms, and applications","author":"R Kumar","year":"2010","unstructured":"Kumar R, Novak J, Tomkins A (2010) Structure and evolution of online social networks. In: Link mining: models, algorithms, and applications. Springer, New York, pp 337\u2013357"},{"key":"110182_CR191996","unstructured":"Kwak H, Lee C, Park H, Moon S (2010) What is Twitter, a social network or a news media? In: Proceedings of the 19th international conference on world wide web. ACM, New York, NY, USA, pp 591\u2013600"},{"key":"110182_CR191997","unstructured":"Leenders, R.: Longitudinal behavior of network structure and actor attributes: modeling interdependence of contagion and selection. Evolution of social networks 1 (1997). Evolution of social networks, 1997, 1: 165\u2013184."},{"key":"110182_CR191998","doi-asserted-by":"crossref","unstructured":"Leskovec J, Horvitz E (2008) Planetary-scale views on a large instant-messaging network. In: Proceedings of the 17th international conference on World Wide Web. ACM, New York, NY, USA, pp 915\u2013924","DOI":"10.1145\/1367497.1367620"},{"issue":"1","key":"110182_CR191999","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1145\/1232722.1232727","volume":"1","author":"J Leskovec","year":"2007","unstructured":"Leskovec J, Adamic LA, Huberman BA (2007) The dynamics of viral marketing. ACM Trans Web (TWEB) 1(1):5","journal-title":"ACM Trans Web (TWEB)"},{"key":"110182_CR192000","doi-asserted-by":"crossref","unstructured":"Lin C, He Y (2009) Joint sentiment\/topic model for sentiment analysis. In: Proceedings of the 18th ACM conference on information and knowledge management. ACM, New York, NY, USA, pp 375\u2013384","DOI":"10.1145\/1645953.1646003"},{"key":"110182_CR192001","doi-asserted-by":"crossref","unstructured":"Lu H, Caverlee J, Niu W (2015) Biaswatch: a lightweight system for discovering and tracking topic-sensitive opinion bias in social media. In: Proceedings of the 24th ACM international on conference on information and knowledge management. ACM, New York, NY, USA, pp 213\u2013222","DOI":"10.1145\/2806416.2806573"},{"key":"110182_CR192002","doi-asserted-by":"crossref","unstructured":"Ludford PJ, Cosley D, Frankowski D, Terveen L (2004) Think different: increasing online community participation using uniqueness and group dissimilarity. In: Proceedings of the SIGCHI conference on human factors in computing systems. ACM, New York, NY, USA, pp 631\u2013638","DOI":"10.1145\/985692.985772"},{"key":"110182_CR192003","doi-asserted-by":"crossref","unstructured":"Magno G, Comarela G, Saez-Trumper D, Cha M, Almeida V (2012) New kid on the block: exploring the Google+ social graph. In: Proceedings of the 2012 ACM conference on internet measurement conference. ACM, New York, NY, USA, pp 159\u2013170","DOI":"10.1145\/2398776.2398794"},{"issue":"1","key":"110182_CR192004","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s13278-014-0193-5","volume":"4","author":"A Makazhanov","year":"2014","unstructured":"Makazhanov A, Rafiei D, Waqar M (2014) Predicting political preference of Twitter users. Soc Netw Anal Min 4(1):1\u201315","journal-title":"Soc Netw Anal Min"},{"key":"110182_CR192005","doi-asserted-by":"crossref","unstructured":"Marcheggiani D, T\u00e4ckstr\u00f6m O, Esuli A, Sebastiani F (2014) Hierarchical multi-label conditional random fields for aspect-oriented opinion mining. In: Advances in information retrieval. Springer, pp 273\u2013285","DOI":"10.1007\/978-3-319-06028-6_23"},{"issue":"2","key":"110182_CR192006","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1093\/sf\/63.2.482","volume":"63","author":"PV Marsden","year":"1984","unstructured":"Marsden PV, Campbell KE (1984) Measuring tie strength. Soc Forces 63(2):482\u2013501","journal-title":"Soc Forces"},{"issue":"1","key":"110182_CR192007","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1140\/epjds\/s13688-014-0008-y","volume":"3","author":"D Martin-Borregon","year":"2014","unstructured":"Martin-Borregon D, Aiello LM, Grabowicz P, Jaimes A, Baeza-Yates R (2014) Characterization of online groups along space, time, and social dimensions. EPJ Data Sci 3(1):8","journal-title":"EPJ Data Sci"},{"issue":"4","key":"110182_CR192008","doi-asserted-by":"publisher","first-page":"370","DOI":"10.1037\/h0054346","volume":"50","author":"AH Maslow","year":"1943","unstructured":"Maslow AH (1943) A theory of human motivation. Psychol Rev 50(4):370","journal-title":"Psychol Rev"},{"key":"110182_CR192009","unstructured":"McAuliffe JD, Blei DM (2008) Supervised topic models. In: Advances in neural information processing systems, pp 121\u2013128"},{"key":"110182_CR192010","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1146\/annurev.soc.27.1.415","volume":"27","author":"M McPherson","year":"2001","unstructured":"McPherson M, Smith-Lovin L, Cook JM (2001) Birds of a feather: homophily in social networks. Annu Rev Sociol 27:415\u2013444","journal-title":"Annu Rev Sociol"},{"key":"110182_CR192011","doi-asserted-by":"crossref","unstructured":"Mei Q, Ling X, Wondra M, Su H, Zhai C (2007) Topic sentiment mixture: modeling facets and opinions in weblogs. In: Proceedings of the 16th international conference on World Wide Web. ACM, New York, NY, USA, pp 171\u2013180","DOI":"10.1145\/1242572.1242596"},{"key":"110182_CR192012","doi-asserted-by":"crossref","unstructured":"Messinger PR, Stroulia E, Lyons K (2008) A typology of virtual worlds: historical overview and future directions. J Virtual Worlds Res 1(1)","DOI":"10.4101\/jvwr.v1i1.291"},{"issue":"1","key":"110182_CR192013","first-page":"60","volume":"2","author":"S Milgram","year":"1967","unstructured":"Milgram S (1967) The small world problem. Psychol Today 2(1):60\u201367","journal-title":"Psychol Today"},{"key":"110182_CR192014","doi-asserted-by":"crossref","unstructured":"Miritello G (2013a) Information spreading on communication networks. In: Temporal patterns of communication in social networks. Springer, Switzerland, pp 107\u2013130","DOI":"10.1007\/978-3-319-00110-4_5"},{"key":"110182_CR192015","doi-asserted-by":"crossref","unstructured":"Miritello G (2013b) Temporal patterns of communication in social networks. Springer","DOI":"10.1007\/978-3-319-00110-4"},{"issue":"4","key":"110182_CR192016","doi-asserted-by":"publisher","first-page":"045102","DOI":"10.1103\/PhysRevE.83.045102","volume":"83","author":"G Miritello","year":"2011","unstructured":"Miritello G, Moro E, Lara R (2011) Dynamical strength of social ties in information spreading. Phys Rev E 83(4):045102","journal-title":"Phys Rev E"},{"key":"110182_CR192017","doi-asserted-by":"crossref","unstructured":"Mislove A, Marcon M, Gummadi KP, Druschel P, Bhattacharjee B (2007) Measurement and analysis of online social networks. In: Proceedings of the 7th ACM SIGCOMM conference on internet measurement. ACM, New York, NY, USA, pp 29\u201342","DOI":"10.1145\/1298306.1298311"},{"issue":"6","key":"110182_CR192018","doi-asserted-by":"publisher","first-page":"1405","DOI":"10.1016\/j.chb.2010.04.017","volume":"26","author":"EM Morgan","year":"2010","unstructured":"Morgan EM, Snelson C, Elison-Bowers P (2010) Image and video disclosure of substance use on social media websites. Comput Hum Behav 26(6):1405\u20131411","journal-title":"Comput Hum Behav"},{"issue":"2","key":"110182_CR192019","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.69.026113","volume":"69","author":"ME Newman","year":"2004","unstructured":"Newman ME, Girvan M (2004) Finding and evaluating community structure in networks. Phys Rev E 69(2):026113","journal-title":"Phys Rev E"},{"key":"110182_CR192020","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1016\/j.chb.2013.07.053","volume":"30","author":"HJ Oh","year":"2014","unstructured":"Oh HJ, Ozkaya E, LaRose R (2014) How does online social networking enhance life satisfaction? The relationships among online supportive interaction, affect, perceived social support, sense of community, and life satisfaction. Comput Hum Behav 30:69\u201378","journal-title":"Comput Hum Behav"},{"key":"110182_CR192021","doi-asserted-by":"crossref","unstructured":"Prentice DA, Miller DT, Lightdale JR (1994) Asymmetries in attachments to groups and to their members: distinguishing between common-identity and common-bond groups. Key Readings Soc Psychol 20(5):484\u2013493","DOI":"10.1177\/0146167294205005"},{"key":"110182_CR192022","unstructured":"Ratkiewicz J, Conover M, Meiss M, Gon\u00e7alves B, Patil S, Flammini A, Menczer F (2010) Detecting and tracking the spread of astroturf memes in microblog streams, Palo Alto, California. arXiv preprint arXiv:1011.3768"},{"key":"110182_CR192023","doi-asserted-by":"crossref","unstructured":"Sabina C, Wolak J, Finkelhor D (2008) The nature and dynamics of internet pornography exposure for youth. CyberPshychol Behav 11(6)","DOI":"10.1089\/cpb.2007.0179"},{"key":"110182_CR192024","unstructured":"Scellato S, Mascolo C, Musolesi M, Latora V (2010) Distance matters: geo-social metrics for online social networks. In: Conference on online social networks, WOSN\u201910"},{"issue":"1","key":"110182_CR192025","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1146\/annurev.ps.33.020182.000245","volume":"33","author":"H Tajfel","year":"1982","unstructured":"Tajfel H (1982) Social psychology of intergroup relations. Annu Rev Psychol 33(1):1\u201339","journal-title":"Annu Rev Psychol"},{"issue":"1","key":"110182_CR192026","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1016\/j.socnet.2011.05.006","volume":"34","author":"Y Takhteyev","year":"2012","unstructured":"Takhteyev Y, Gruzd A, Wellman B (2012) Geography of Twitter networks. Soc Netw 34(1):73\u201381","journal-title":"Soc Netw"},{"key":"110182_CR192027","doi-asserted-by":"crossref","unstructured":"Tatemura J (2000) Virtual reviewers for collaborative exploration of movie reviews. In: Proceedings of the 5th international conference on intelligent user interfaces. ACM, New York, NY, USA, pp 272\u2013275","DOI":"10.1145\/325737.325870"},{"key":"110182_CR192028","unstructured":"Titov I, McDonald RT (2008) A joint model of text and aspect ratings for sentiment summarization. In: ACL, vol 8. Citeseer, pp 308\u2013316"},{"key":"110182_CR192029","unstructured":"Turner JC (1981) Towards a cognitive redefinition of the social group. Cahiers de Psychologie Cognitive\/Current Psychol Cognition, pp 15\u201340"},{"key":"110182_CR192030","unstructured":"Tyson G, Elkhatib Y, Sastry N, Uhlig S (2015) Are people really social in porn 2.0? In: ICWSM. http:\/\/www.aaai.org\/ocs\/index.php\/ICWSM\/ICWSM15\/paper\/view\/10511"},{"key":"110182_CR192031","unstructured":"Ugander J, Karrer B, Backstrom L, Marlow C (2011) The anatomy of the Facebook social graph. arXiv preprint arXiv:1111.4503"},{"key":"110182_CR192032","first-page":"690","volume-title":"Determining the presence of political parties in social circles","author":"C Van Gysel","year":"2015","unstructured":"Van Gysel C, Goethals B, de Rijke M (2015) Determining the presence of political parties in social circles. In: ICWSM, pp 690\u2013693"},{"key":"110182_CR192033","doi-asserted-by":"crossref","unstructured":"Viswanath B, Mislove A, Cha M, Gummadi KP (2009) On the evolution of user interaction in Facebook. In: Proceedings of the 2nd ACM workshop on online social networks. ACM, New York, NY, USA, pp 37\u201342","DOI":"10.1145\/1592665.1592675"},{"key":"110182_CR192034","doi-asserted-by":"crossref","unstructured":"Walls F, Jin H, Sista S, Schwartz R (1999) Topic detection in broadcast news. In: Proceedings of the DARPA broadcast news workshop, Morgan Kaufmann Publishers, Inc., pp 193\u2013198","DOI":"10.21437\/Eurospeech.1999-539"},{"key":"110182_CR192035","doi-asserted-by":"crossref","unstructured":"Wang Y, Bai H, Stanton M, Chen WY, Chang EY (2009) Plda: Parallel latent Dirichlet allocation for large-scale applications. In: Algorithmic aspects in information and management. Springer, pp 301\u2013314","DOI":"10.1007\/978-3-642-02158-9_26"},{"key":"110182_CR192036","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511815478","volume-title":"Social network analysis: methods and applications","author":"S Wasserman","year":"1994","unstructured":"Wasserman S, Faust K (1994) Social network analysis: methods and applications, vol 8. Cambridge University Press, Cambridge"},{"issue":"4","key":"110182_CR192037","first-page":"17","volume":"6","author":"C Wilson","year":"2012","unstructured":"Wilson C, Sala A, Puttaswamy KP, Zhao BY (2012) Beyond social graphs: user interactions in online social networks and their implications. ACM Trans Web (TWEB) 6(4):17","journal-title":"ACM Trans Web (TWEB)"},{"key":"110182_CR192038","doi-asserted-by":"crossref","unstructured":"Zagheni E, Garimella VRK, Weber I, State B (2014) Inferring international and internal migration patterns from Twitter data. In: WWW conference, WWW\u201914 Companion, April 7\u201311, 2014, Seoul, Korea.","DOI":"10.1145\/2567948.2576930"}],"container-title":["Encyclopedia of Social Network Analysis and Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-1-4939-7131-2_110182","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,3]],"date-time":"2023-09-03T04:02:10Z","timestamp":1693713730000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-1-4939-7131-2_110182"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9781493971305","9781493971312"],"references-count":90,"URL":"https:\/\/doi.org\/10.1007\/978-1-4939-7131-2_110182","relation":{},"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"12 June 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}