Khám Phá Tương Tác Con Người Trong Mạng Cận Kề Trên Smartphone

Airoldi EM, Blei DM, Fienberg SE, Xing EP (2008) Mixed membership stochastic blockmodels. J Mach Learn Res 9:1981–2014 Ashbrook D, Starner T (2003) Using gps to learn significant locations and predict movement across multiple users. Pers Ubiquitous Comput 7:275–286 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 1–21 Blei DM, Ng AY, Jordan MI (2003) Latent dirichlet allocation. J Mach Learn Res 3:993–1022 Clauset A, Eagle N (2007) Persistence and periodicity in a dynamic proximity network. In: DIMACS workshop on computational methods for dynamic interaction networks Dey AK (2001) Understanding and using context. Pers Ubiquitous Comput 5:4–7 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 Do TMT, Gatica-Perez D (2011) Groupus: smartphone proximity data and human interaction type mining. In: 15th annual international symposium on wearable computers DuBois C, Smyth P (2010) Modeling relational events via latent classes. In: Proceedings of KDD, pp 803–812 Eagle N, Pentland AS, Lazer D (2009) Inferring social network structure using mobile phone data. PNAS 106(36):15274–15278 Eagle N (Sandy), Pentland A (2006) Reality mining: sensing complex social systems. Pers Ubiquitous Comput 10(4):255–268 Farrahi K, Gatica-Perez D (2008) What did you do today? Discovering daily routines from large-scale mobile data. In: ACM multimedia, pp 849–852 Fu W, Song L, Xing EP (2009) Dynamic mixed membership blockmodel for evolving networks. In: Proceedings of ICML, pp 329–336 Gilks WR (1999) Markov chain Monte Carlo. In: Practice, Chapman and Hall/CRC Gips J, Pentland A (2006) Mapping human networks. In: Proceedings of pervasive computing and communications. IEEE Computer Society, pp 159–168 Griffiths TL, Steyvers M (2004) Finding scientific topics. PNAS 101(Suppl 1):5228–5235 Hightower J, Consolvo S, Lamarca A, Smith I, Hughes J (2005) Learning and recognizing the places we go. In: Proceedings of UbiComp, pp 159–176 Hofmann T (1999) Probabilistic latent semantic indexing. In: SIGIR ’99: Proceedings of the 22nd annual international ACM SIGIR conference on research and development in information retrieval. ACM, New York, pp 50–57. doi:10.1145/312624.312649 Huynh T, Fritz M, Schiele B (2008) Discovery of activity patterns using topic models. In: Proceedings of ubiquitous computing, ACM, pp 10–19 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 119–126. http://doi.acm.org/10.1145/860435.860459 K, N, B, STA (2001) Estimation and prediction for stochastic blockstructures. JASA 96:1077–1087 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 Krumm J, Horvitz E (2006) Predestination: inferring destinations from partial trajectories. In: Proceedings of ubiquitous computing, pp 243–260 Liao L, Fox D, Kautz H (2007) Extracting places and activities from gps traces using hierarchical conditional random fields. Int J Rob Res 26 Mardenfeld S, Boston D, Juan Pan S, Jones Q, Iamnitchi A, Cristian B (2010) Gdc: group discovery using co-location traces. In: SCA 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):165–172 Mills TC (1990) Time series techniques for economists. Cambridge University Press, Cambridge Minkov E, Cohen WW (2006) An email and meeting assistant using graph walks. In: CEAS 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 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 39:43–55 O’neill 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 315–332 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 123–140 Raento M, Oulasvirta A, Petit R, Toivonen H (2005) Contextphone: a prototyping platform for context-aware mobile applications. IEEE Perv Comput 4(2):51–59 Sampson FS (1968) A novitiate in a period of change: an experimental and case study of social relationships. Ph.D. thesis, Cornell University Scott JP (1991) Social network analysis. SAGE, London 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 816–817. http://doi.acm.org/10.1145/506443.506612 Vetek A, Flanagan JA, Colley A, Keränen T (2009) Smartactions: Context-aware mobile phone shortcuts. In: INTERACT (1), pp 796–799 Wang X, Mohanty N, Mccallum A (2006) Group and topic discovery from relations and their attributes. In: Proceedings NIPS, pp 1449–1456 Wasserman S, Faust K (1994) Social Network analysis: methods and applications. Cambridge University Press, Cambridge Wyatt D, Choudhury T, Kautz H (2007) Capturing spontaneous conversation and social dynamics: a private sensitive data collection. effort. In: Proceedings of ICASSP Zheng B Jr, DCM, Lu X (2006) Identifying biological concepts from a protein-related corpus with a probabilistic topic model. BMC Bioinform 7:58 Ziebart BD, Maas AL, Dey AK, Bagnell JA (2008) Navigate like a cabbie: probabilistic reasoning from observed context-aware behavior. In: Proceedings of UbiComp ’08, pp 322–331