Daily routine classification from mobile phone data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5237 LNCS, Issue , 2008, Pages 173-184

  Farrahi, Katayoun ^a   Gatica Perez, Daniel ^a  

^a IDIAP RESEARCH INSTITUTE   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

CELLULAR TELEPHONES; E-LEARNING; INTERACTIVE COMPUTER SYSTEMS; MACHINE LEARNING;

AUTOMATIC ANALYSIS; CLASSIFICATION TASKS; LONG-TERM BEHAVIOR; MOBILE PHONE DATUM; MULTIPLE TIME SCALE; PHYSICAL LOCATIONS; REAL LIFE DATA; UNIVERSITY STUDENTS;

CLASSIFICATION (OF INFORMATION);

EID: 57849087802     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-85853-9_16     Document Type: Conference Paper

References (13)

1. Choudhury, T., Pentland, A.: Sensing and Modeling Human Networks using the Sociometer. In: Fensel, D., Sycara, K.P., Mylopoulos, J. (eds.) ISWC 2003. LNCS, vol. 2870. Springer, Heidelberg (2003)
2. Eagle, N., Pentland, A.: Reality mining: Sensing complex social systems. Personal and Ubiquitous Computing 10(4), 255-268 (2006)
3. Wren, C., Ivanov, Y., Kaur, I., Leigh, D., Westhues, J.: SocialMotion: Measuring the Hidden Social Life of a Building. In: Hightower, J., Schiele, B., Strang, T. (eds.) LoCA 2007. LNCS, vol. 4718, pp. 85-102. Springer, Heidelberg (2007)
4. McCowan, I., Gatica-Perez, D., Bengio, S., Lathoud, G.: Automatic Analysis of Multimodal Group Actions in Meetings. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) 27(3), 305-317 (2005)
5. Stiefelhagen, R., Bernardin, K., Ekenel, H.K., McDonough, J., Nickel, K., Voit, M., Woelfel, M.: Audio-Visual Perception of a Lecturer in a Smart Seminar Room. In: Signal Processing - Special Issue on Multimodal Interfaces, vol. 86 (12). Elsevier, Amsterdam (2006)
6. Oliver, N., Horvitz, E., Garg, A.: Layered Representations for Learning and Inferring Office Activity from Multiple Sensory Channels. In: Proceedings of Int. Conf. on Multimodal Interfaces (ICMI), Pittsburgh, PA (2002)
7. Munguia Tapia, E., Intille, S.S., Haskell, W., Larson, K., Wright, J., King, A., Friedman, R.: Real-time recognition of physical activities and their intensities using wireless accelerometers and a heart monitor. In: Proc. Int. Symp. on Wearable Comp., Boston (2007)
8. Wyatt, D., Choudhury, T., Kautz, H.: Capturing Spontaneous Conversation and Social Dynamics: A Privacy-Sensitive Data Collection Effort. In: Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Honolulu (2007)
9. Davis, M., House, N.V., Towle, J., King, S., Ahern, S., Burgener, C., Perkel, D., Finn, M., Viswanathan, V., Rothenberg, M.: MMM2: Mobile media metadata for media sharing. In: Proceedings of ACM CHI, Portland (2005)
10. Technology Review, http://www.technologyreview.com/specialreports/ specialreport.aspx?id=25
11. Sohn, T., Varshavsky, A., LaMarca, A., Chen, M., Choudhury, T., Smith, I., Consolvo, S., Hightower, J., Griswold, W.G., Lara, E.: Mobility Detection Using Everyday GSM Traces. In: Dourish, P., Friday, A. (eds.) UbiComp 2006. LNCS, vol. 4206, pp. 212-224. Springer, Heidelberg (2006)
12. Hariharan, R., Krumm, J., Horvitz, E.: Web-Enhanced GPS. In: Strang, T., Linnhoff-Popien, C. (eds.) LoCA 2005. LNCS, vol. 3479. Springer, Heidelberg (2005)
13. Eagle, N., Pentland, A.: Eigenbehaviors: Identifying structure in routine. Behavioral Ecology and Sociobiology (in submission, 2007)