{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,17]],"date-time":"2026-08-17T15:03:16Z","timestamp":1786978996321,"version":"3.56.0"},"publisher-location":"Cham","reference-count":51,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319672168","type":"print"},{"value":"9783319672175","type":"electronic"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"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":[[2017]]},"DOI":"10.1007\/978-3-319-67217-5_32","type":"book-chapter","created":{"date-parts":[[2017,9,2]],"date-time":"2017-09-02T10:06:19Z","timestamp":1504346779000},"page":"536-551","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["Robust Modeling of Human Contact Networks Across Different Scales and Proximity-Sensing Techniques"],"prefix":"10.1007","author":[{"given":"Michele","family":"Starnini","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bruno","family":"Lepri","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrea","family":"Baronchelli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alain","family":"Barrat","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ciro","family":"Cattuto","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Romualdo","family":"Pastor-Satorras","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2017,9,3]]},"reference":[{"issue":"6","key":"32_CR1","doi-asserted-by":"crossref","first-page":"643","DOI":"10.1016\/j.pmcj.2011.09.004","volume":"7","author":"N Aharony","year":"2011","unstructured":"Aharony, N., Pan, W., Ip, C., Khayal, I., Pentland, A.: Social fMRI: investigating and shaping social mechanisms in the real world. Pervasive Mobile Comput. 7(6), 643\u2013659 (2011)","journal-title":"Pervasive Mobile Comput."},{"issue":"8","key":"32_CR2","doi-asserted-by":"crossref","first-page":"1707","DOI":"10.1109\/TPAMI.2015.2496269","volume":"38","author":"X Alameda-Pineda","year":"2016","unstructured":"Alameda-Pineda, X., Staiano, J., Subramanian, R., Batrinca, L., Ricci, E., Lepri, B., Lanz, O., Sebe, N.: SALSA: a novel dataset for multimodal group behavior analysis. IEEE Trans. Pattern Anal. Mach. Intell. 38(8), 1707\u20131720 (2016)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"8","key":"32_CR3","doi-asserted-by":"crossref","first-page":"e0135740","DOI":"10.1371\/journal.pone.0135740","volume":"10","author":"A Alshamsi","year":"2015","unstructured":"Alshamsi, A., Pianesi, F., Lepri, B., Pentland, A., Rahwan, I.: Beyond contagion: reality mining reveals complex patterns of social influence. Plos One 10(8), e0135740 (2015)","journal-title":"Plos One"},{"key":"32_CR4","doi-asserted-by":"crossref","DOI":"10.4135\/9781452204666","volume-title":"Small Groups as Complex Systems: Formation, Coordination, Development, and Adaptation","author":"H Arrow","year":"2000","unstructured":"Arrow, H., McGrath, J., Berdahl, J.: Small Groups as Complex Systems: Formation, Coordination, Development, and Adaptation. Sage-Publications, Thousand Oaks (2000)"},{"key":"32_CR5","volume-title":"Interaction Process Analysis: A Method for the Study of Small Groups","author":"R Bales","year":"1950","unstructured":"Bales, R.: Interaction Process Analysis: A Method for the Study of Small Groups. Addison-Wesley, Boston (1950)"},{"key":"32_CR6","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1038\/nature03459","volume":"435","author":"AL Barabasi","year":"2005","unstructured":"Barabasi, A.L.: The origin of bursts and heavy tails in human dynamics. Nature 435, 207 (2005)","journal-title":"Nature"},{"key":"32_CR7","volume-title":"Experiences in Groups and Other Papers","author":"W Bion","year":"2013","unstructured":"Bion, W.: Experiences in Groups and Other Papers. Routledge, Abingdon (2013)"},{"key":"32_CR8","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1140\/epjds\/s13688-015-0046-0","volume":"4","author":"V Blondel","year":"2015","unstructured":"Blondel, V., Decuyper, A., Krings, G.: A survey of results on mobile phone datasets analysis. EPJ Data Sci. 4, 10 (2015)","journal-title":"EPJ Data Sci."},{"issue":"3","key":"32_CR9","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1162\/LEON_a_00377","volume":"45","author":"W Broeck Van den","year":"2012","unstructured":"Van den Broeck, W., Quaggiotto, M., Isella, L., Barrat, A., Cattuto, C.: The making of sixty-nine days of close encounters at the science gallery. Leonardo 45(3), 285 (2012)","journal-title":"Leonardo"},{"issue":"7","key":"32_CR10","doi-asserted-by":"crossref","first-page":"e11596","DOI":"10.1371\/journal.pone.0011596","volume":"5","author":"C Cattuto","year":"2010","unstructured":"Cattuto, C., Van den Broeck, W., Barrat, A., Colizza, V., Pinton, J.F., Vespignani, A.: Dynamics of person-to-person interactions from distributed RFID sensor networks. Plos One 5(7), e11596 (2010)","journal-title":"Plos One"},{"key":"32_CR11","doi-asserted-by":"crossref","unstructured":"Cristani, M., Bazzani, L., Paggetti, G., Fossati, A., Tosato, D., Del Bue, A., Menegaz, G., Murino, V.: Social interaction discovery by statistical analysis of F-formations. In: Proceedings of the British Machine Vision Conference (2011)","DOI":"10.5244\/C.25.23"},{"key":"32_CR12","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1007\/s00779-011-0489-7","volume":"3","author":"T Do","year":"2013","unstructured":"Do, T., Gatica-Perez, D.: Human interaction discovery in smartphone proximity networks. Pers. Ubiquit. Comput. 3, 413\u2013431 (2013)","journal-title":"Pers. Ubiquit. Comput."},{"key":"32_CR13","doi-asserted-by":"crossref","unstructured":"Do, T., Kalimeri, K., Lepri, B., Pianesi, F., Gatica-Perez, D.: Inferring social activities with mobile sensor networks. In: Proceedings of the International Conference on Multimodal Interaction, pp. 405\u20133412 (2013)","DOI":"10.1145\/2522848.2522894"},{"issue":"2","key":"32_CR14","first-page":"105","volume":"3","author":"G Doherty-Sneddon","year":"1997","unstructured":"Doherty-Sneddon, G., Anderson, A., O\u2019Malley, C., Langton, S., Garrod, S., Bruce, V.: Face-to-face and video-mediated communication: a comparison of dialogue structure and task performance. J. Exp. Psychol.: Appl. 3(2), 105\u2013125 (1997)","journal-title":"J. Exp. Psychol.: Appl."},{"key":"32_CR15","doi-asserted-by":"crossref","unstructured":"Dong, W., Lepri, B., Pentland, A.: Modeling the co-evolution of behaviors and social relationships using mobile phone data. In: Proceedings of the Mobile and Ubiquitous Multimedia, pp. 134\u2013143 (2011)","DOI":"10.1145\/2107596.2107613"},{"issue":"4","key":"32_CR16","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1007\/s00779-005-0046-3","volume":"10","author":"N Eagle","year":"2006","unstructured":"Eagle, N., Pentland, A.: Reality mining: sensing complex social systems. Pers. Ubiquit. Comput. 10(4), 255\u2013268 (2006)","journal-title":"Pers. Ubiquit. Comput."},{"issue":"36","key":"32_CR17","doi-asserted-by":"crossref","first-page":"15274","DOI":"10.1073\/pnas.0900282106","volume":"106","author":"N Eagle","year":"2009","unstructured":"Eagle, N., Pentland, A.S., Lazer, D.: Inferring friendship network structure by using mobile phone data. Proc. Natl. Acad. Sci. 106(36), 15274\u201315278 (2009)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"32_CR18","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1016\/j.epidem.2014.08.006","volume":"10","author":"K Eames","year":"2015","unstructured":"Eames, K., Bansal, S., Frost, S., Riley, S.: Six challenges in measuring contact networks for use in modelling. Epidemics 10, 72\u201377 (2015)","journal-title":"Epidemics"},{"key":"32_CR19","doi-asserted-by":"crossref","unstructured":"Forys, A., Min, K., Schmid, T., Pettey, W., Toth, D., Leecaster, M.: WRENMining: large-scale data collection for human contact network research. In: Proceedings of the 1st International Workshop on Sensing and Big Data Mining, pp. 1\u20136 (2013)","DOI":"10.1145\/2536714.2536716"},{"issue":"9","key":"32_CR20","doi-asserted-by":"crossref","first-page":"e107878","DOI":"10.1371\/journal.pone.0107878","volume":"9","author":"J Fournet","year":"2014","unstructured":"Fournet, J., Barrat, A.: Contact patterns among high school students. Plos One 9(9), e107878 (2014)","journal-title":"Plos One"},{"key":"32_CR21","doi-asserted-by":"crossref","first-page":"695","DOI":"10.1186\/s12879-014-0695-9","volume":"14","author":"V Gemmetto","year":"2014","unstructured":"Gemmetto, V., Barrat, A., Cattuto, C.: Mitigation of infectious disease at school: targeted class closure vs school closure. BMC Infect. Dis. 14, 695 (2014)","journal-title":"BMC Infect. Dis."},{"issue":"453","key":"32_CR22","first-page":"779","volume":"7196","author":"M Gonzal\u00e9z","year":"2010","unstructured":"Gonzal\u00e9z, M., Hidalgo, C., Barabasi, A.L.: Understanding individual human mobility patterns. Nature 7196(453), 779\u2013782 (2010)","journal-title":"Nature"},{"issue":"03","key":"32_CR23","doi-asserted-by":"crossref","first-page":"326","DOI":"10.1017\/nws.2015.10","volume":"3","author":"M Gnois","year":"2015","unstructured":"Gnois, M., Vestergaard, C.L., Fournet, J., Panisson, A., Bonmarin, I., Barrat, A.: Data on face-to-face contacts in an office building suggest a low-cost vaccination strategy based on community linkers. Netw. Sci. 3(03), 326\u2013347 (2015)","journal-title":"Netw. Sci."},{"key":"32_CR24","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1016\/j.physrep.2012.03.001","volume":"519","author":"P Holme","year":"2012","unstructured":"Holme, P., Saram\u00e4ki, J.: Temporal networks. Phys. Rep. 519, 97\u2013125 (2012)","journal-title":"Phys. Rep."},{"issue":"9","key":"32_CR25","doi-asserted-by":"crossref","first-page":"234","DOI":"10.1140\/epjb\/e2015-60657-4","volume":"88","author":"P Holme","year":"2015","unstructured":"Holme, P.: Modern temporal network theory: a colloquium. Eur. Phys. J. B 88(9), 234 (2015)","journal-title":"Eur. Phys. J. B"},{"issue":"2","key":"32_CR26","doi-asserted-by":"crossref","first-page":"e17144","DOI":"10.1371\/journal.pone.0017144","volume":"6","author":"L Isella","year":"2011","unstructured":"Isella, L., Romano, M., Barrat, A., Cattuto, C., Colizza, V., Van den Broeck, W., Gesualdo, F., Pandolfi, E., Rav\u00e1, L., Rizzo, C., Tozzi, A.: Close encounters in a pediatric ward: measuring face-to-face proximity and mixing patterns with wearable sensors. Plos One 6(2), e17144 (2011)","journal-title":"Plos One"},{"issue":"1","key":"32_CR27","doi-asserted-by":"crossref","first-page":"166","DOI":"10.1016\/j.jtbi.2010.11.033","volume":"271","author":"L Isella","year":"2011","unstructured":"Isella, L., Stehl\u00e9, J., Barrat, A., Cattuto, C., Pinton, J.F., Van den Broeck, W.: What\u2019s in a crowd? Analysis of face-to-face behavioral networks. J. Theor. Biol. 271(1), 166\u2013180 (2011)","journal-title":"J. Theor. Biol."},{"key":"32_CR28","doi-asserted-by":"crossref","unstructured":"Kendon, A., Harris, R., Key, R.: In: Hinds, P., Kiesler, S. (eds.) Organization of Behavior in Face-to-Face Interaction. De Gruyter Mouton, Berlin (1975)","DOI":"10.1515\/9783110907643"},{"key":"32_CR29","unstructured":"Kraut, R., Fish, R., Root, R., Chalfonte, B.: Informal communication in organizations: form, function, and technology. In: Groupware and Computer-Supported Cooperative Work, pp. 287\u2013314 (1993)"},{"key":"32_CR30","doi-asserted-by":"crossref","unstructured":"Lepri, B., Staiano, J., Rigato, G., Kalimeri, K., Finnerty, A., Pianesi, F., Sebe, N., Pentland, A.: The SocioMetric badges corpus: a multilevel behavioral dataset for social behavior in complex organizations. In: IEEE Proceedings of SocialCom\/PASSAT, pp. 623\u2013628. IEEE (2012)","DOI":"10.1109\/SocialCom-PASSAT.2012.71"},{"key":"32_CR31","doi-asserted-by":"crossref","first-page":"907","DOI":"10.1038\/35082140","volume":"6840","author":"F Liljeros","year":"2001","unstructured":"Liljeros, F., Edling, C., Amaral, L., Stanley, H., Aberg, Y.: The web of human sexual contacts. Nature 6840, 907\u2013908 (2001)","journal-title":"Nature"},{"key":"32_CR32","doi-asserted-by":"crossref","unstructured":"Madan, A., Cebrian, M., Lazer, D., Pentland, A.: Social sensing for epidemiological behavior change. In: Proceedings of the ACM International Conference on Ubiquitous Computing, pp. 291\u2013300 (2010)","DOI":"10.1145\/1864349.1864394"},{"issue":"4","key":"32_CR33","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1109\/MPRV.2011.79","volume":"11","author":"A Madan","year":"2012","unstructured":"Madan, A., Cebrian, M., Moturu, S., Farrahi, K., Pentland, A.: Sensing the \u201chealth state\u201d of a community. IEEE Pervasive Comput. 11(4), 36\u201345 (2012)","journal-title":"IEEE Pervasive Comput."},{"key":"32_CR34","first-page":"351","volume-title":"Distributed Work","author":"B Nardi","year":"2002","unstructured":"Nardi, B., Whittaker, S.: The place of face to face communication in distributed work. In: Hinds, P., Kiesler, S. (eds.) Distributed Work, pp. 351\u2013360. MIT Press, Cambridge (2002)"},{"key":"32_CR35","unstructured":"Nohria, N., Eccles, R.: Face-to-face: making network organizations work. In: Technology, Organizations and Innovation: Critical Perspectives on Business and Management, pp. 1659\u20131681 (2000)"},{"key":"32_CR36","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1109\/TSMCB.2008.2006638","volume":"39","author":"OD Olgu\u00edn","year":"2009","unstructured":"Olgu\u00edn, O.D., Waber, B., Kim, T., Mohan, A., Ara, K., Pentland, A.: Sensible organizations technology and methodology for automatically measuring organizational behavior. IEEE Trans. Syst. Man Cybern. Part B (Cybern.) 39, 43\u201355 (2009)","journal-title":"IEEE Trans. Syst. Man Cybern. Part B (Cybern.)"},{"key":"32_CR37","unstructured":"Onnela, J.P., Waber, B.N., Pentland, A., Schnorf, S., Lazer, D.: Using sociometers to quantify social interaction patterns. Sci. Rep. 4 (2014). Article no. 5604"},{"key":"32_CR38","doi-asserted-by":"crossref","unstructured":"Ribeiro, B., Perra, N., Baronchelli, A.: Quantifying the effect of temporal resolution on time-varying networks. Sci. Rep. 3 (2013). Article no. 3006","DOI":"10.1038\/srep03006"},{"issue":"51","key":"32_CR39","doi-asserted-by":"crossref","first-page":"22020","DOI":"10.1073\/pnas.1009094108","volume":"107","author":"M Salath\u00e9","year":"2010","unstructured":"Salath\u00e9, M., Kazandjieva, M., Lee, J.W., Levis, P., Feldman, M.W., Jones, J.H.: A high-resolution human contact network for infectious disease transmission. Proc. Natl. Acad. Sci. 107(51), 22020\u201322025 (2010)","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"1","key":"32_CR40","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1186\/1741-7015-11-35","volume":"11","author":"T Smieszek","year":"2013","unstructured":"Smieszek, T., Salath\u00e9, M.: A low-cost method to assess the epidemiological importance of individuals in controlling infectious disease outbreaks. BMC Med. 11(1), 35 (2013). http:\/\/www.biomedcentral.com\/1741-7015\/11\/36","journal-title":"BMC Med."},{"key":"32_CR41","doi-asserted-by":"crossref","first-page":"168701","DOI":"10.1103\/PhysRevLett.110.168701","volume":"110","author":"M Starnini","year":"2013","unstructured":"Starnini, M., Baronchelli, A., Pastor-Satorras, R.: Modeling human dynamics of face-to-face interaction networks. Phys. Rev. Lett. 110, 168701\u2013168706 (2013)","journal-title":"Phys. Rev. Lett."},{"key":"32_CR42","doi-asserted-by":"crossref","first-page":"056115","DOI":"10.1103\/PhysRevE.85.056115","volume":"85","author":"M Starnini","year":"2012","unstructured":"Starnini, M., Baronchelli, A., Barrat, A., Pastor-Satorras, R.: Random walks on temporal networks. Phys. Rev. E 85, 056115 (2012)","journal-title":"Phys. Rev. E"},{"key":"32_CR43","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1016\/j.socnet.2016.06.002","volume":"47","author":"M Starnini","year":"2016","unstructured":"Starnini, M., Baronchelli, A., Pastor-Satorras, R.: Model reproduces individual, group and collective dynamics of human contact networks. Soc. Netw. 47, 130\u2013137 (2016)","journal-title":"Soc. Netw."},{"key":"32_CR44","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1016\/j.jtbi.2013.07.004","volume":"337","author":"M Starnini","year":"2013","unstructured":"Starnini, M., Machens, A., Cattuto, C., Barrat, A., Pastor-Satorras, R.: Immunization strategies for epidemic processes in time-varying contact networks. J. Theor. Biol. 337, 89\u2013100 (2013)","journal-title":"J. Theor. Biol."},{"key":"32_CR45","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1186\/1741-7015-9-87","volume":"9","author":"J Stehl\u00e9","year":"2011","unstructured":"Stehl\u00e9, J., Voirin, N., Barrat, A., Cattuto, C., Colizza, V., Isella, L., R\u00e9gis, C., Pinton, J.F., Khanafer, N., Van den Broeck, W., Vanhems, P.: Simulation of an SEIR infectious disease model on the dynamic contact network of conference attendees. BMC Med. 9, 87 (2011)","journal-title":"BMC Med."},{"issue":"8","key":"32_CR46","doi-asserted-by":"crossref","first-page":"e23176","DOI":"10.1371\/journal.pone.0023176","volume":"6","author":"J Stehl\u00e9","year":"2011","unstructured":"Stehl\u00e9, J., Voirin, N., Barrat, A., Cattuto, C., Isella, L., Pinton, J.F., Quaggiotto, M., Van den Broeck, W., R\u00e9gis, C., Lina, B., Vanhems, P.: High-resolution measurements of face-to-face contact patterns in a primary school. Plos One 6(8), e23176 (2011)","journal-title":"Plos One"},{"issue":"4","key":"32_CR47","doi-asserted-by":"crossref","first-page":"e95978","DOI":"10.1371\/journal.pone.0095978","volume":"9","author":"A Stopczynski","year":"2014","unstructured":"Stopczynski, A., Sekara, V., Sapiezynski, P., Cuttone, A., Larsen, J.E., Lehmann, S.: Measuring large-scale social networks with high resolution. PLOS One 9(4), e95978 (2014)","journal-title":"PLOS One"},{"key":"32_CR48","doi-asserted-by":"crossref","first-page":"351","DOI":"10.1093\/jnlecg\/lbh027","volume":"4","author":"M Storper","year":"2004","unstructured":"Storper, M., Venables, A., Pastor-Satorras, R.: Buzz: face-to-face contact and the urban economy. J. Econ. Geogr. 4, 351\u2013360 (2004)","journal-title":"J. Econ. Geogr."},{"issue":"108","key":"32_CR49","doi-asserted-by":"crossref","first-page":"20150279","DOI":"10.1098\/rsif.2015.0279","volume":"12","author":"DJA Toth","year":"2015","unstructured":"Toth, D.J.A., Leecaster, M., Pettey, W.B.P., Gundlapalli, A.V., Gao, H., Rainey, J.J., Uzicanin, A., Samore, M.H.: The role of heterogeneity in contact timing and duration in network models of influenza spread in schools. J. R. Soc. Interface 12(108), 20150279 (2015)","journal-title":"J. R. Soc. Interface"},{"key":"32_CR50","doi-asserted-by":"crossref","unstructured":"Whittaker, S., Frohlich, D., Daly-Jones, O.: Informal workplace communication: what is it like and how might we support it? In: Proceedings of the ACM Conference on Human Factors in Computing Systems CHI 1994, pp. 131\u2013137. ACM Press, New York (1994)","DOI":"10.1145\/191666.191726"},{"key":"32_CR51","doi-asserted-by":"crossref","first-page":"1959","DOI":"10.1016\/j.chb.2011.04.019","volume":"27","author":"M Wright","year":"2011","unstructured":"Wright, M., Li, Y.: The associations between young adults\u2019 face-to-face prosocial behaviorsand their online prosocial behaviors. Comput. Hum. Behav. 27, 1959\u20131961 (2011)","journal-title":"Comput. Hum. Behav."}],"container-title":["Lecture Notes in Computer Science","Social Informatics"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-67217-5_32","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,1]],"date-time":"2022-08-01T23:47:33Z","timestamp":1659397653000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-67217-5_32"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319672168","9783319672175"],"references-count":51,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-67217-5_32","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]}}}