{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T13:23:30Z","timestamp":1773408210165,"version":"3.50.1"},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2011,12,14]],"date-time":"2011-12-14T00:00:00Z","timestamp":1323820800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Pers Ubiquit Comput"],"published-print":{"date-parts":[[2013,3]]},"DOI":"10.1007\/s00779-011-0489-7","type":"journal-article","created":{"date-parts":[[2011,12,12]],"date-time":"2011-12-12T22:36:54Z","timestamp":1323729414000},"page":"413-431","source":"Crossref","is-referenced-by-count":68,"title":["Human interaction discovery in smartphone proximity networks"],"prefix":"10.1007","volume":"17","author":[{"given":"Trinh Minh Tri","family":"Do","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel","family":"Gatica-Perez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2011,12,14]]},"reference":[{"key":"489_CR1","first-page":"1981","volume":"9","author":"EM Airoldi","year":"2008","unstructured":"Airoldi EM, Blei DM, Fienberg SE, Xing EP (2008) Mixed membership stochastic blockmodels. J Mach Learn Res 9:1981\u20132014","journal-title":"J Mach Learn Res"},{"key":"489_CR2","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1007\/s00779-003-0240-0","volume":"7","author":"D Ashbrook","year":"2003","unstructured":"Ashbrook D, Starner T (2003) Using gps to learn significant locations and predict movement across multiple users. Pers Ubiquitous Comput 7:275\u2013286","journal-title":"Pers Ubiquitous Comput"},{"key":"489_CR3","doi-asserted-by":"crossref","unstructured":"Banerjee N, Agarwal S, Bahl V, Chandra R, Wolman A, Corner MD (2010) Virtual Compass: relative positioning to sense mobile social interactions. In: Proc. Pervasive Computing, pp 1\u201321","DOI":"10.1007\/978-3-642-12654-3_1"},{"key":"489_CR4","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei DM, Ng AY, Jordan MI (2003) Latent dirichlet\u00a0allocation. J Mach Learn Res 3:993\u20131022","journal-title":"J Mach Learn Res"},{"key":"489_CR5","unstructured":"Clauset A, Eagle N (2007) Persistence and periodicity in a dynamic proximity network. In: DIMACS workshop on computational methods for dynamic interaction networks"},{"key":"489_CR6","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1007\/s007790170019","volume":"5","author":"AK Dey","year":"2001","unstructured":"Dey AK (2001) Understanding and using context. Pers Ubiquitous Comput 5:4\u20137","journal-title":"Pers Ubiquitous Comput"},{"key":"489_CR7","doi-asserted-by":"crossref","unstructured":"Do TMT, Gatica-Perez D (2011) Contextual grouping: discovering real-life interaction types from longitudinal bluetooth data. In: 12th international conference on mobile data management","DOI":"10.1109\/MDM.2011.18"},{"key":"489_CR8","doi-asserted-by":"crossref","unstructured":"Do TMT, Gatica-Perez D (2011) Groupus: smartphone proximity data and human interaction type mining. In: 15th annual international symposium on wearable computers","DOI":"10.1109\/ISWC.2011.28"},{"key":"489_CR9","doi-asserted-by":"crossref","unstructured":"DuBois C, Smyth P (2010) Modeling relational events via latent classes. In: Proceedings of KDD, pp 803\u2013812","DOI":"10.1145\/1835804.1835906"},{"key":"489_CR10","doi-asserted-by":"crossref","unstructured":"Eagle N, Pentland AS, Lazer D (2009) Inferring social network structure using mobile phone data. PNAS 106(36):15274\u201315278","DOI":"10.1073\/pnas.0900282106"},{"issue":"4","key":"489_CR11","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1007\/s00779-005-0046-3","volume":"10","author":"A EagleN.(Sandy) Pentland","year":"2006","unstructured":"Eagle N (Sandy), Pentland A (2006) Reality mining: sensing complex social systems. Pers Ubiquitous Comput 10(4):255\u2013268","journal-title":"Pers Ubiquitous Comput"},{"key":"489_CR12","unstructured":"Farrahi K, Gatica-Perez D (2008) What did you do today? Discovering daily routines from large-scale mobile data. In: ACM multimedia, pp 849\u2013852"},{"key":"489_CR13","doi-asserted-by":"crossref","unstructured":"Fu W, Song L, Xing EP (2009) Dynamic mixed membership blockmodel for evolving networks. In: Proceedings of ICML, pp 329\u2013336","DOI":"10.1145\/1553374.1553416"},{"key":"489_CR14","unstructured":"Gilks WR (1999) Markov chain Monte Carlo. In: Practice, Chapman and Hall\/CRC"},{"key":"489_CR15","doi-asserted-by":"crossref","unstructured":"Gips J, Pentland A (2006) Mapping human networks. In: Proceedings of pervasive computing and communications. IEEE Computer Society, pp 159\u2013168","DOI":"10.1109\/PERCOM.2006.35"},{"issue":"Suppl 1","key":"489_CR16","doi-asserted-by":"crossref","first-page":"5228","DOI":"10.1073\/pnas.0307752101","volume":"101","author":"TL Griffiths","year":"2004","unstructured":"Griffiths TL, Steyvers M (2004) Finding scientific topics. PNAS 101(Suppl 1):5228\u20135235","journal-title":"PNAS"},{"key":"489_CR17","doi-asserted-by":"crossref","unstructured":"Hightower J, Consolvo S, Lamarca A, Smith I, Hughes J (2005) Learning and recognizing the places we go. In: Proceedings of UbiComp, pp 159\u2013176","DOI":"10.1007\/11551201_10"},{"key":"489_CR18","doi-asserted-by":"crossref","unstructured":"Hofmann T (1999) Probabilistic latent semantic indexing. In: SIGIR \u201999: Proceedings of the 22nd annual international ACM SIGIR conference on research and development in information retrieval. ACM, New York, pp 50\u201357. doi: 10.1145\/312624.312649","DOI":"10.1145\/312624.312649"},{"key":"489_CR19","doi-asserted-by":"crossref","unstructured":"Huynh T, Fritz M, Schiele B (2008) Discovery of activity patterns using topic models. In: Proceedings of ubiquitous computing, ACM, pp 10\u201319","DOI":"10.1145\/1409635.1409638"},{"key":"489_CR20","doi-asserted-by":"crossref","unstructured":"Jeon J, Lavrenko V, Manmatha R (2003) Automatic image annotation and retrieval using cross-media relevance models. In: Proceedings of SIGIR. ACM, New York, pp 119\u2013126. http:\/\/doi.acm.org\/10.1145\/860435.860459","DOI":"10.1145\/860435.860459"},{"key":"489_CR21","doi-asserted-by":"crossref","unstructured":"K, N, B, STA (2001) Estimation and prediction for stochastic blockstructures. JASA 96:1077\u20131087","DOI":"10.1198\/016214501753208735"},{"key":"489_CR22","unstructured":"Kiukkonen N, Blom J, Dousse O, Gatica-Perez D, Laurila J (2010) Towards rich mobile phone datasets: Lausanne data collection campaign. In: Proceedings of ICPS, Berlin"},{"key":"489_CR23","doi-asserted-by":"crossref","unstructured":"Krumm J, Horvitz E (2006) Predestination: inferring destinations from partial trajectories. In: Proceedings of ubiquitous computing, pp 243\u2013260","DOI":"10.1007\/11853565_15"},{"key":"489_CR24","doi-asserted-by":"crossref","unstructured":"Liao L, Fox D, Kautz H (2007) Extracting places and activities from gps traces using hierarchical conditional random fields. Int J Rob Res 26","DOI":"10.1177\/0278364907073775"},{"key":"489_CR25","doi-asserted-by":"crossref","unstructured":"Mardenfeld S, Boston D, Juan Pan S, Jones Q, Iamnitchi A, Cristian B (2010) Gdc: group discovery using co-location traces. In: SCA","DOI":"10.1109\/SocialCom.2010.99"},{"issue":"2","key":"489_CR26","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1145\/980972.980999","volume":"5","author":"A McGovern","year":"2003","unstructured":"McGovern A, Friedland L, Hay M, Gallagher B, Fast A, Neville J, Jensen D (2003) Exploiting relational structure to understand publication patterns in high-energy physics. SIGKDD Explor Newsl 5(2):165\u2013172","journal-title":"SIGKDD Explor Newsl"},{"key":"489_CR27","volume-title":"Time series techniques for economists","author":"TC Mills","year":"1990","unstructured":"Mills TC (1990) Time series techniques for economists. Cambridge University Press, Cambridge"},{"key":"489_CR28","unstructured":"Minkov E, Cohen WW (2006) An email and meeting assistant using graph walks. In: CEAS"},{"key":"489_CR29","doi-asserted-by":"crossref","unstructured":"Montoliu R, Gatica-Perez D (2010) Discovering human places of interest from multimodal mobile phone data. In: Proceedings of international conference on on mobile and ubiquitous multimedia","DOI":"10.1145\/1899475.1899487"},{"key":"489_CR30","doi-asserted-by":"crossref","unstructured":"Olguin DO, Waber BN, Kim T, Mohan A, Ara K, Pentland A (2009) Sensible organizations: technology and methodology for automatically measuring organizational behavior. IEEE Trans Syst Man Cybern B Cybern 39:43\u201355","DOI":"10.1109\/TSMCB.2008.2006638"},{"key":"489_CR31","doi-asserted-by":"crossref","unstructured":"O\u2019neill E, Kostakos V, Kindberg T, Schiek A, Penn A, Fraser D, Jones T (2006) Instrumenting the city: developing methods for observing and understanding the digital cityscape. In: Proceedings of UbiComp, pp 315\u2013332","DOI":"10.1007\/11853565_19"},{"key":"489_CR32","doi-asserted-by":"crossref","unstructured":"Patel SN, Kientz JA, Hayes GR, Bhat S, Abowd GD (2006) Farther than you may think: An empirical investigation of the proximity of users to their mobile phones. In: Proceedings of ubiquitous computing, P. Dourish. Springer, pp 123\u2013140","DOI":"10.1007\/11853565_8"},{"issue":"2","key":"489_CR33","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1109\/MPRV.2005.29","volume":"4","author":"M Raento","year":"2005","unstructured":"Raento M, Oulasvirta A, Petit R, Toivonen H (2005) Contextphone: a prototyping platform for context-aware mobile applications. IEEE Perv Comput 4(2):51\u201359","journal-title":"IEEE Perv Comput"},{"key":"489_CR34","unstructured":"Sampson FS (1968) A novitiate in a period of change: an experimental and case study of social relationships. Ph.D. thesis, Cornell University"},{"key":"489_CR35","volume-title":"Social network analysis","author":"JP Scott","year":"1991","unstructured":"Scott JP (1991) Social network analysis. SAGE, London"},{"key":"489_CR36","doi-asserted-by":"crossref","unstructured":"Terry M, Mynatt ED, Ryall K, Leigh D (2002) Social net: using patterns of physical proximity over time to infer shared interests. In: Proceedingo of CHI, pp 816\u2013817. http:\/\/doi.acm.org\/10.1145\/506443.506612","DOI":"10.1145\/506443.506612"},{"key":"489_CR37","doi-asserted-by":"crossref","unstructured":"Vetek A, Flanagan JA, Colley A, Ker\u00e4nen T (2009) Smartactions: Context-aware mobile phone shortcuts. In: INTERACT (1), pp 796\u2013799","DOI":"10.1007\/978-3-642-03655-2_86"},{"key":"489_CR38","unstructured":"Wang X, Mohanty N, Mccallum A (2006) Group and topic discovery from relations and their attributes. In: Proceedings NIPS, pp 1449\u20131456"},{"key":"489_CR39","doi-asserted-by":"crossref","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. Cambridge University Press, Cambridge"},{"key":"489_CR40","doi-asserted-by":"crossref","unstructured":"Wyatt D, Choudhury T, Kautz H (2007) Capturing spontaneous conversation and social dynamics: a private sensitive data collection. effort. In: Proceedings of ICASSP","DOI":"10.1109\/ICASSP.2007.367201"},{"key":"489_CR41","doi-asserted-by":"crossref","unstructured":"Zheng B Jr, DCM, Lu X (2006) Identifying biological concepts from a protein-related corpus with a probabilistic topic model. BMC Bioinform 7:58","DOI":"10.1186\/1471-2105-7-58"},{"key":"489_CR42","doi-asserted-by":"crossref","unstructured":"Ziebart BD, Maas AL, Dey AK, Bagnell JA (2008) Navigate like a cabbie: probabilistic reasoning from observed context-aware behavior. In: Proceedings of UbiComp \u201908, pp 322\u2013331","DOI":"10.1145\/1409635.1409678"}],"container-title":["Personal and Ubiquitous Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00779-011-0489-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00779-011-0489-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00779-011-0489-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,20]],"date-time":"2019-06-20T16:58:37Z","timestamp":1561049917000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00779-011-0489-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,12,14]]},"references-count":42,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2013,3]]}},"alternative-id":["489"],"URL":"https:\/\/doi.org\/10.1007\/s00779-011-0489-7","relation":{},"ISSN":["1617-4909","1617-4917"],"issn-type":[{"value":"1617-4909","type":"print"},{"value":"1617-4917","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,12,14]]}}}