{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,30]],"date-time":"2025-05-30T10:01:56Z","timestamp":1748599316262,"version":"3.37.3"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030011581"},{"type":"electronic","value":"9783030011598"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","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\/978-3-030-01159-8_1","type":"book-chapter","created":{"date-parts":[[2018,9,19]],"date-time":"2018-09-19T04:05:51Z","timestamp":1537329951000},"page":"3-14","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["City of the People, for the People: Sensing Urban Dynamics via Social Media Interactions"],"prefix":"10.1007","author":[{"given":"Sofiane","family":"Abbar","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tahar","family":"Zanouda","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Noora","family":"Al-Emadi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rachida","family":"Zegour","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,9,20]]},"reference":[{"issue":"3","key":"1_CR1","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1007\/s12061-015-9154-2","volume":"8","author":"D Arribas-Bel","year":"2015","unstructured":"Arribas-Bel, D., Kourtit, K., Nijkamp, P., Steenbruggen, J.: Cyber cities: social media as a tool for understanding cities. Appl. Spat. Anal. Policy 8(3), 231\u2013247 (2015). https:\/\/doi.org\/10.1007\/s12061-015-9154-2","journal-title":"Appl. Spat. Anal. Policy"},{"key":"1_CR2","volume-title":"Cities and Complexity: Understanding Cities with Cellular Automata, Agent-Based Models, and Fractals","author":"M Batty","year":"2007","unstructured":"Batty, M.: Cities and Complexity: Understanding Cities with Cellular Automata, Agent-Based Models, and Fractals. The MIT Press, Cambridge (2007)"},{"key":"1_CR3","unstructured":"CIESIN, SEDAC: Gridded population of the world, version 4 (GPWV4): population density. Technical report, Center for International Earth Science Information Network - CIESIN - Columbia University. NASA Socioeconomic Data and Applications Center (SEDAC)"},{"key":"1_CR4","doi-asserted-by":"publisher","first-page":"10793","DOI":"10.1038\/ncomms10793","volume":"7","author":"Serdar \u00c7olak","year":"2016","unstructured":"\u00c7olak, S., Lima, A., Gonz\u00e1lez, M.C.: Understanding congested travel in urban areas. Nature Commun. 7 (2016)","journal-title":"Nature Communications"},{"key":"1_CR5","unstructured":"Cranshaw, J., Schwartz, R., Hong, J.I., Sadeh, N.: The livehoods project: utilizing social media to understand the dynamics of a city (2012)"},{"issue":"7196","key":"1_CR6","doi-asserted-by":"publisher","first-page":"779","DOI":"10.1038\/nature06958","volume":"453","author":"MC Gonz\u00e1lez","year":"2008","unstructured":"Gonz\u00e1lez, M.C., Hidalgo, C.A., Barab\u00e1si, A.L.: Understanding individual human mobility patterns. Nature 453(7196), 779\u2013782 (2008)","journal-title":"Nature"},{"key":"1_CR7","series-title":"Geotechnologies and the Environment","doi-asserted-by":"publisher","first-page":"363","DOI":"10.1007\/978-3-319-11469-9_15","volume-title":"Computational Approaches for Urban Environments","author":"S Grauwin","year":"2015","unstructured":"Grauwin, S., Sobolevsky, S., Moritz, S., G\u00f3dor, I., Ratti, C.: Towards a comparative science of cities: using mobile traffic records in New York, London, and Hong Kong. In: Helbich, M., Jokar Arsanjani, J., Leitner, M. (eds.) Computational Approaches for Urban Environments. GE, vol. 13, pp. 363\u2013387. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-11469-9_15"},{"issue":"3","key":"1_CR8","doi-asserted-by":"publisher","first-page":"358","DOI":"10.1007\/s10115-004-0154-9","volume":"7","author":"E Keogh","year":"2005","unstructured":"Keogh, E., Ratanamahatana, C.A.: Exact indexing of dynamic time warping. Knowl. Inf. Syst. 7(3), 358\u2013386 (2005)","journal-title":"Knowl. Inf. Syst."},{"key":"1_CR9","doi-asserted-by":"publisher","first-page":"441","DOI":"10.1002\/(SICI)1097-0266(199606)17:6<441::AID-SMJ819>3.0.CO;2-G","volume":"17","author":"DJ Ketchen Jr","year":"1996","unstructured":"Ketchen Jr., D.J., Shook, C.L.: The application of cluster analysis in strategic management research: an analysis and critique. Strat. Manag. J. 17, 441\u2013458 (1996)","journal-title":"Strat. Manag. J."},{"key":"1_CR10","doi-asserted-by":"crossref","unstructured":"Krumm, J., Kun, A.L., Varsanyi, P.: TweetCount: urban insights by counting tweets. In: Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, pp. 403\u2013411. ACM (2017)","DOI":"10.1145\/3123024.3124412"},{"key":"1_CR11","unstructured":"MacQueen, J., et al.: Some methods for classification and analysis of multivariate observations. In: Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, Oakland, CA, USA, vol. 1, pp. 281\u2013297 (1967)"},{"issue":"3","key":"1_CR12","doi-asserted-by":"publisher","first-page":"517","DOI":"10.1111\/j.1745-9125.2001.tb00932.x","volume":"39","author":"JD Morenoff","year":"2001","unstructured":"Morenoff, J.D., Sampson, R.J., Raudenbush, S.W.: Neighborhood inequality, collective efficacy, and the spatial dynamics of urban violence. Criminology 39(3), 517\u2013558 (2001)","journal-title":"Criminology"},{"key":"1_CR13","unstructured":"Noulas, A., Scellato, S., Mascolo, C., Pontil, M.: Exploiting semantic annotations for clustering geographic areas and users in location-based social networks. Soc. Mob. Web 11(2) (2011)"},{"issue":"17","key":"1_CR14","doi-asserted-by":"publisher","first-page":"9671","DOI":"10.1021\/acs.est.6b02385","volume":"50","author":"Marguerite Nyhan","year":"2016","unstructured":"Nyhan, M., et al.: Exposure track: The impact of mobile-device-based mobility patterns on quantifying population exposure to air pollution. Environ. Sci. Technol. 50(17), 9671\u20139681 (2016)","journal-title":"Environmental Science & Technology"},{"issue":"1","key":"1_CR15","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1243\/095440605X8298","volume":"219","author":"DT Pham","year":"2005","unstructured":"Pham, D.T., Dimov, S.S., Nguyen, C.D.: Selection of k in k-means clustering. Proc. Inst. Mech. Eng. Part C J. Mech. Eng. Sci. 219(1), 103\u2013119 (2005)","journal-title":"Proc. Inst. Mech. Eng. Part C J. Mech. Eng. Sci."},{"issue":"5","key":"1_CR16","doi-asserted-by":"publisher","first-page":"727","DOI":"10.1068\/b32047","volume":"33","author":"C Ratti","year":"2006","unstructured":"Ratti, C., Frenchman, D., Pulselli, R.M., Williams, S.: Mobile landscapes: using location data from cell phones for urban analysis. Environ. Plan. B Plan. Des. 33(5), 727\u2013748 (2006)","journal-title":"Environ. Plan. B Plan. Des."},{"issue":"3","key":"1_CR17","doi-asserted-by":"publisher","first-page":"30","DOI":"10.1109\/MPRV.2007.53","volume":"6","author":"J Reades","year":"2007","unstructured":"Reades, J., Calabrese, F., Sevtsuk, A., Ratti, C.: Cellular census: explorations in urban data collection. IEEE Pervasive Comput. 6(3), 30\u201338 (2007). https:\/\/doi.org\/10.1109\/MPRV.2007.53","journal-title":"IEEE Pervasive Comput."},{"issue":"1","key":"1_CR18","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1109\/TASSP.1978.1163055","volume":"26","author":"H Sakoe","year":"1978","unstructured":"Sakoe, H., Chiba, S.: Dynamic programming algorithm optimization for spoken word recognition. IEEE Trans. Acoust. Speech Signal Process. 26(1), 43\u201349 (1978)","journal-title":"IEEE Trans. Acoust. Speech Signal Process."},{"key":"1_CR19","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1016\/j.compenvurbsys.2015.09.007","volume":"54","author":"E Steiger","year":"2015","unstructured":"Steiger, E., Westerholt, R., Resch, B., Zipf, A.: Twitter as an indicator for whereabouts of people? Correlating twitter with UK census data. Comput. Environ. Urban Syst. 54, 255\u2013265 (2015)","journal-title":"Comput. Environ. Urban Syst."},{"issue":"3","key":"1_CR20","doi-asserted-by":"publisher","first-page":"544","DOI":"10.2307\/3594740","volume":"91","author":"DM Theobald","year":"2001","unstructured":"Theobald, D.M.: Land-use dynamics beyond the american urban fringe. Geogr. Rev. 91(3), 544\u2013564 (2001)","journal-title":"Geogr. Rev."},{"issue":"2","key":"1_CR21","doi-asserted-by":"publisher","first-page":"411","DOI":"10.1111\/1467-9868.00293","volume":"63","author":"R Tibshirani","year":"2001","unstructured":"Tibshirani, R., Walther, G., Hastie, T.: Estimating the number of clusters in a data set via the gap statistic. J. R. Stat. Soc. Ser. B (Stat. Methodol.) 63(2), 411\u2013423 (2001)","journal-title":"J. R. Stat. Soc. Ser. B (Stat. Methodol.)"},{"key":"1_CR22","doi-asserted-by":"crossref","unstructured":"Toole, J.L., Ulm, M., Gonz\u00e1lez, M.C., Bauer, D.: Inferring land use from mobile phone activity. In: Proceedings of the ACM SIGKDD International Workshop on Urban Computing, pp. 1\u20138. ACM (2012)","DOI":"10.1145\/2346496.2346498"},{"key":"1_CR23","unstructured":"UNHABITAT: World cities report 2016: urbanization and development. Technical report, UN HABITAT (2016)"},{"key":"1_CR24","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1007\/s10618-012-0250-5","volume":"26","author":"X Wang","year":"2013","unstructured":"Wang, X., Mueen, A., Ding, H., Trajcevski, G., Scheuermann, P., Keogh, E.: Experimental comparison of representation methods and distance measures for time series data. Data Min. Knowl. Discov. 26, 275\u2013309 (2013)","journal-title":"Data Min. Knowl. Discov."}],"container-title":["Lecture Notes in Computer Science","Social Informatics"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-01159-8_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,24]],"date-time":"2019-10-24T07:12:18Z","timestamp":1571901138000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-01159-8_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030011581","9783030011598"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-01159-8_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"SocInfo","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Social Informatics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Saint-Petersburg","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Russia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"socinfo2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/socinfo2018.hse.ru\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"110","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"30","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"32","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"27% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"3,2","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"2,54","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}}]}}