{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:17:53Z","timestamp":1750306673580,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":51,"publisher":"ACM","license":[{"start":{"date-parts":[[2014,6,23]],"date-time":"2014-06-23T00:00:00Z","timestamp":1403481600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","award":["EP\/J017728\/1"],"award-info":[{"award-number":["EP\/J017728\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2014,6,23]]},"DOI":"10.1145\/2615569.2615690","type":"proceedings-article","created":{"date-parts":[[2014,7,1]],"date-time":"2014-07-01T14:23:03Z","timestamp":1404224583000},"page":"177-181","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Challenging social media analytics"],"prefix":"10.1145","author":[{"given":"Ramine","family":"Tinati","sequence":"first","affiliation":[{"name":"University of Southampton, Southampton, United Kingdom"}]},{"given":"Olivier","family":"Phillipe","sequence":"additional","affiliation":[{"name":"University of Southampton, Southampton, United Kingdom"}]},{"given":"Catherine","family":"Pope","sequence":"additional","affiliation":[{"name":"University of Southampton, Southampton, United Kingdom"}]},{"given":"Les","family":"Carr","sequence":"additional","affiliation":[{"name":"University of Southampton, Southampotn, United Kingdom"}]},{"given":"Susan","family":"Halford","sequence":"additional","affiliation":[{"name":"University of Southampton, Web Science Institute, United Kingdom"}]}],"member":"320","published-online":{"date-parts":[[2014,6,23]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2024288.2024326"},{"key":"e_1_3_2_1_2_1","volume-title":"The Coming Of Post Industrial Society","author":"Bell D.","year":"1974","unstructured":"Bell . D. The Coming Of Post Industrial Society . Basic Books , New York, NY, USA , 1974 . Bell. D. The Coming Of Post Industrial Society. Basic Books, New York, NY, USA, 1974."},{"key":"e_1_3_2_1_3_1","volume-title":"NECSI Report","author":"Bertrand K.Z.","year":"2013","unstructured":"Bertrand , K.Z. , Bialik , M. , Virdee , K. , Gros , A. , and Bar -yam, Y . Sentiment in New York City: A High Resolution Spatial and Temporal View . NECSI Report , ( 2013 ), 1--12. Bertrand, K.Z., Bialik, M., Virdee, K., Gros, A., and Bar-yam, Y. Sentiment in New York City: A High Resolution Spatial and Temporal View. NECSI Report, (2013), 1--12."},{"key":"e_1_3_2_1_4_1","volume-title":"\"raw data\" is an oxymoron","author":"Bowker G.C.","year":"2005","unstructured":"Bowker , G.C. \" Raw Data \" Is An Oxymoron. In L. Gitelman, ed., \"raw data\" is an oxymoron . The MIT Press , 2005 , 184. Bowker, G.C. \"Raw Data\" Is An Oxymoron. In L. Gitelman, ed., \"raw data\" is an oxymoron. The MIT Press, 2005, 184."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2010.412"},{"key":"e_1_3_2_1_6_1","volume-title":"EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing","author":"Brody S.","year":"2011","unstructured":"Brody , S. and Diakopoulos , N . Cooooooooooooooollllllllllllll!!!!!!!!!!!!!!: using word lengthening to detect sentiment in microblogs . EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing , ( 2011 ), 562--570. Brody, S. and Diakopoulos, N. Cooooooooooooooollllllllllllll!!!!!!!!!!!!!!: using word lengthening to detect sentiment in microblogs. EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing, (2011), 562--570."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1177\/0002764213479374"},{"key":"e_1_3_2_1_8_1","volume-title":"The Information Age: Economy","author":"Castells M.","year":"1996","unstructured":"Castells , M. The Rise of the Network Society , The Information Age: Economy , Society and Culture Vol. I. Blackwell Publishing Inc , Cambridge, MA, 1996 . Castells, M. The Rise of the Network Society, The Information Age: Economy, Society and Culture Vol. I. Blackwell Publishing Inc, Cambridge, MA, 1996."},{"key":"e_1_3_2_1_9_1","volume-title":"The Information Age: Economy","author":"Castells M.","year":"1997","unstructured":"Castells , M. The Power of Identity , The Information Age: Economy , Society and Culture Vol. II. Blackwell Publishing Inc , Cambridge, MA, 1997 . Castells, M. The Power of Identity, The Information Age: Economy, Society and Culture Vol. II. Blackwell Publishing Inc, Cambridge, MA, 1997."},{"key":"e_1_3_2_1_10_1","volume-title":"The Information Age: Economy","author":"Castells M.","year":"1998","unstructured":"Castells , M. End of Millennium , The Information Age: Economy , Society and Culture Vol. III. Blackwell Publishing Inc , Cambridge, MA, 1998 . Castells, M. End of Millennium, The Information Age: Economy, Society and Culture Vol. III. Blackwell Publishing Inc, Cambridge, MA, 1998."},{"key":"e_1_3_2_1_11_1","volume-title":"Measuring User Influence in Twitter: The Million Follower Fallacy. ICWSM '10: Proceedings of international AAAI Conference on Weblogs and Social","author":"Cha M.","year":"2010","unstructured":"Cha , M. and Gummadi , K.P . Measuring User Influence in Twitter: The Million Follower Fallacy. ICWSM '10: Proceedings of international AAAI Conference on Weblogs and Social , ( 2010 ). Cha, M. and Gummadi, K.P. Measuring User Influence in Twitter: The Million Follower Fallacy. ICWSM '10: Proceedings of international AAAI Conference on Weblogs and Social, (2010)."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2464464.2464480"},{"key":"e_1_3_2_1_13_1","volume-title":"Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media","author":"Dave K.","year":"2011","unstructured":"Dave , K. , Bhatt , R. , and Varma , V . Modelling Action Cascades in Social Networks . Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media , ( 2011 ), 121--128. Dave, K., Bhatt, R., and Varma, V. Modelling Action Cascades in Social Networks. Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media, (2011), 121--128."},{"key":"e_1_3_2_1_14_1","volume-title":"a N. Structure of growing networks with preferential linking. Physical review letters 85, 21","author":"Dorogovtsev S.N.","year":"2000","unstructured":"Dorogovtsev , S.N. , Mendes , J.F. , and Samukhin , a N. Structure of growing networks with preferential linking. Physical review letters 85, 21 ( 2000 ), 4633--6. Dorogovtsev, S.N., Mendes, J.F., and Samukhin, a N. Structure of growing networks with preferential linking. Physical review letters 85, 21 (2000), 4633--6."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2187980.2188174"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-31454-4_8"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature07634"},{"key":"e_1_3_2_1_18_1","first-page":"1","article-title":"Digital Futures?","volume":"47","author":"Halford S.","year":"2012","unstructured":"Halford , S. , Pope , C. , and Weal , M . Digital Futures? Sociological Challenges and Opportunities in the Emergent Semantic Web. Sociology 47 , 1 ( 2012 ), 173--189. Halford, S., Pope, C., and Weal, M. Digital Futures? Sociological Challenges and Opportunities in the Emergent Semantic Web. Sociology 47, 1 (2012), 173--189.","journal-title":"Sociology"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1177\/1461444811405805"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2433396.2433465"},{"key":"e_1_3_2_1_21_1","volume-title":"Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media, AAAI","author":"Hurlock J.","year":"2011","unstructured":"Hurlock , J. and Wilson , M.L . Searching Twitter: Separating the Tweet from the Chaff . Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media, AAAI ( 2011 ), 161--168. Hurlock, J. and Wilson, M.L. Searching Twitter: Separating the Tweet from the Chaff. Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media, AAAI (2011), 161--168."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2124295.2124374"},{"key":"e_1_3_2_1_23_1","volume-title":"CHI 2010 Workshop on Microblogging: What and How Can We Learn From It?","author":"Kim D.","year":"2010","unstructured":"Kim , D. , Jo , Y. , Moon , I.-C. , and Oh , A . Analysis of Twitter Lists as a Potential Source for Discovering Latent Characteristics of Users . CHI 2010 Workshop on Microblogging: What and How Can We Learn From It? , ( 2010 ). Kim, D., Jo, Y., Moon, I.-C., and Oh, A. Analysis of Twitter Lists as a Potential Source for Discovering Latent Characteristics of Users. CHI 2010 Workshop on Microblogging: What and How Can We Learn From It?, (2010)."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772751"},{"key":"e_1_3_2_1_25_1","first-page":"5","article-title":"Studying political microblogging: Twitter users in the 2010 Swedish election campaign","volume":"14","author":"Larsson O.","year":"2011","unstructured":"Larsson , a. O. and Moe , H . Studying political microblogging: Twitter users in the 2010 Swedish election campaign . New Media & Society 14 , 5 ( 2011 ), 729--747. Larsson, a. O. and Moe, H. Studying political microblogging: Twitter users in the 2010 Swedish election campaign. New Media & Society 14, 5 (2011), 729--747.","journal-title":"New Media & Society"},{"key":"e_1_3_2_1_26_1","first-page":"1","article-title":"The Whole is Always Smaller Than Its Parts - A Digital Test of Gabriel Tarde's Monads","author":"Latour B.","year":"2011","unstructured":"Latour , B. , Jensen , P. , Venturini , T. , Grauwin , S. , and Boullier , D . The Whole is Always Smaller Than Its Parts - A Digital Test of Gabriel Tarde's Monads . British Journal of Sociology, ( 2011 ), 1 -- 21 . Latour, B., Jensen, P., Venturini, T., Grauwin, S., and Boullier, D. The Whole is Always Smaller Than Its Parts - A Digital Test of Gabriel Tarde's Monads. British Journal of Sociology, (2011), 1--21.","journal-title":"British Journal of Sociology, ("},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780199256044.001.0001","volume-title":"Reassembling the Social: An Introduction to Actor-Network-Theory by Bruno Latour","author":"Latour B.","year":"2005","unstructured":"Latour , B. Reassembling the Social: An Introduction to Actor-Network-Theory by Bruno Latour . Oxford University Press , 2005 . Latour, B. Reassembling the Social: An Introduction to Actor-Network-Theory by Bruno Latour. Oxford University Press, 2005."},{"key":"e_1_3_2_1_28_1","volume-title":"Times Higher Literary Supplement","author":"Latour B.","year":"2007","unstructured":"Latour , B. Beware, your imagination leaves digital traces . Times Higher Literary Supplement , April ( 2007 ). Latour, B. Beware, your imagination leaves digital traces. Times Higher Literary Supplement, April (2007)."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2348283.2348380"},{"key":"e_1_3_2_1_30_1","volume-title":"danah. To See and Be Seen: Celebrity Practice on Twitter. Convergence: The International Journal of Research into New Media Technologies 17, 2","author":"Marwick A.","year":"2011","unstructured":"Marwick , A. and boyd , danah. To See and Be Seen: Celebrity Practice on Twitter. Convergence: The International Journal of Research into New Media Technologies 17, 2 ( 2011 ), 139. Marwick, A. and boyd, danah. To See and Be Seen: Celebrity Practice on Twitter. Convergence: The International Journal of Research into New Media Technologies 17, 2 (2011), 139."},{"key":"e_1_3_2_1_31_1","first-page":"6","article-title":"Towards a Sociological Understanding of Social Media","volume":"46","author":"Murthy D","year":"2012","unstructured":"Murthy , D . Towards a Sociological Understanding of Social Media : Theorizing Twitter. Sociology 46 , 6 ( 2012 ), 1059--1073. Murthy, D. Towards a Sociological Understanding of Social Media: Theorizing Twitter. Sociology 46, 6 (2012), 1059--1073.","journal-title":"Theorizing Twitter. Sociology"},{"key":"e_1_3_2_1_32_1","volume-title":"Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media, AAAI","author":"Park J.","year":"2011","unstructured":"Park , J. and Lee , W . Revolution 2.0 in Tunisia and Egypt: Reactions and sentiments in the online world . Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media, AAAI ( 2011 ). Park, J. and Lee, W. Revolution 2.0 in Tunisia and Egypt: Reactions and sentiments in the online world. Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media, AAAI (2011)."},{"key":"e_1_3_2_1_33_1","volume-title":"Artificial Intelligence","author":"Paul M.J.","year":"2011","unstructured":"Paul , M.J. and Dredze , M . You Are What You Tweet: Analyzing Twitter for Public Health . Artificial Intelligence , ( 2011 ), 265--272. Paul, M.J. and Dredze, M. You Are What You Tweet: Analyzing Twitter for Public Health. Artificial Intelligence, (2011), 265--272."},{"key":"e_1_3_2_1_34_1","volume-title":"Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media","author":"Pennacchiotti M.","year":"2011","unstructured":"Pennacchiotti , M. and Popescu , A . A Machine Learning Approach to Twitter User Classification . Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media , ( 2011 ), 281--288. Pennacchiotti, M. and Popescu, A. A Machine Learning Approach to Twitter User Classification. Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media, (2011), 281--288."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/1871985.1871993"},{"key":"e_1_3_2_1_36_1","volume-title":"Conference on Empirical Methods","author":"Ritter A.","year":"2011","unstructured":"Ritter , A. , Clark , S. , and Etzioni , O . Named entity recognition in tweets: an experimental study . Conference on Empirical Methods , ( 2011 ), 1524--1534. Ritter, A., Clark, S., and Etzioni, O. Named entity recognition in tweets: an experimental study. Conference on Empirical Methods, (2011), 1524--1534."},{"key":"e_1_3_2_1_37_1","volume-title":"Proceedings of the Sixth International AAAI Conference on Weblogs and Social Media","author":"Sadilek A.","year":"2012","unstructured":"Sadilek , A. and Kautz , H . Modeling spread of disease from social interactions . Proceedings of the Sixth International AAAI Conference on Weblogs and Social Media , ( 2012 ), 322--329. Sadilek, A. and Kautz, H. Modeling spread of disease from social interactions. Proceedings of the Sixth International AAAI Conference on Weblogs and Social Media, (2012), 322--329."},{"key":"e_1_3_2_1_38_1","first-page":"5","volume":"41","author":"Savage M.","year":"2007","unstructured":"Savage , M. and Burrows , R . The Coming Crisis of Empirical Sociology. Sociology The Journal Of The British Sociological Association 41 , 5 ( 2007 ), 885--899. Savage, M. and Burrows, R. The Coming Crisis of Empirical Sociology. Sociology The Journal Of The British Sociological Association 41, 5 (2007), 885--899.","journal-title":"The Coming Crisis of Empirical Sociology. Sociology The Journal Of The British Sociological Association"},{"key":"e_1_3_2_1_39_1","first-page":"4","volume":"43","author":"Savage M.","year":"2009","unstructured":"Savage , M. and Burrows , R . Some Further Reflections on the Coming Crisis of Empirical Sociology. Sociology The Journal Of The British Sociological Association 43 , 4 ( 2009 ), 762--772. Savage, M. and Burrows, R. Some Further Reflections on the Coming Crisis of Empirical Sociology. Sociology The Journal Of The British Sociological Association 43, 4 (2009), 762--772.","journal-title":"Sociology The Journal Of The British Sociological Association"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1080\/10714421.2011.597250"},{"key":"e_1_3_2_1_41_1","first-page":"1","article-title":"Geography of Twitter networks","volume":"34","author":"Takhteyev Y.","year":"2011","unstructured":"Takhteyev , Y. , Gruzd , A. , and Wellman , B . Geography of Twitter networks . Social Networks 34 , 1 ( 2011 ), 1--25. Takhteyev, Y., Gruzd, A., and Wellman, B. Geography of Twitter networks. Social Networks 34, 1 (2011), 1--25.","journal-title":"Social Networks"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1109\/CONIELECOMP.2010.5440773"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1177\/1461444810370733"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/2187980.2188256"},{"key":"e_1_3_2_1_45_1","volume-title":"Sociology","author":"Tinati R.","year":"2014","unstructured":"Tinati , R. , Halford , S. , Carr , L. , and Pope , C . Big Data: Methodological Challenges and Approaches for Sociological Analysis . Sociology , ( 2014 ). Tinati, R., Halford, S., Carr, L., and Pope, C. Big Data: Methodological Challenges and Approaches for Sociological Analysis. Sociology, (2014)."},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1080\/000713100358390"},{"key":"e_1_3_2_1_47_1","author":"Urry","year":"2007","unstructured":"Urry , J. Mobilities. Wiley , 2007 . Urry, J. Mobilities. Wiley, 2007.","journal-title":"J. Mobilities. Wiley"},{"key":"e_1_3_2_1_48_1","volume-title":"Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media, AAAI","author":"Weng J.","year":"2011","unstructured":"Weng , J. and Lee , B . Event Detection in Twitter . Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media, AAAI ( 2011 ). Weng, J. and Lee, B. Event Detection in Twitter. Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media, AAAI (2011)."},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1177\/026327601018006003"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/1963405.1963504"},{"key":"e_1_3_2_1_51_1","first-page":"1","article-title":"Detecting spam in a twitter network","volume":"15","author":"Yardi S.","year":"2010","unstructured":"Yardi , S. , Romero , D. , Schoenebeck , G. , and Boyd , D . Detecting spam in a twitter network . First Monday 15 , 1 ( 2010 ). Yardi, S., Romero, D., Schoenebeck, G., and Boyd, D. Detecting spam in a twitter network. First Monday 15, 1 (2010).","journal-title":"First Monday"}],"event":{"name":"WebSci '14: ACM Web Science Conference","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"],"location":"Bloomington Indiana USA","acronym":"WebSci '14"},"container-title":["Proceedings of the 2014 ACM conference on Web science"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2615569.2615690","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2615569.2615690","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T07:00:57Z","timestamp":1750230057000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2615569.2615690"}},"subtitle":["web science perspectives"],"short-title":[],"issued":{"date-parts":[[2014,6,23]]},"references-count":51,"alternative-id":["10.1145\/2615569.2615690","10.1145\/2615569"],"URL":"https:\/\/doi.org\/10.1145\/2615569.2615690","relation":{},"subject":[],"published":{"date-parts":[[2014,6,23]]},"assertion":[{"value":"2014-06-23","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}