Combining evidence for social situation detection

Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011

Volumn , Issue , 2011, Pages 742-747

  Groh, Georg ^a   Fuchs, Christoph ^a   Lehmann, Alexander ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

AGENT BASED; AUDIO-BASED; INTERMEDIATE RESULTS; LOW LEVEL; PROBABILISTIC MODELS; SITUATION DETECTION; SOCIAL CONTEXT; SOCIAL INTERACTIONS; SPATIO-TEMPORAL SCALE; SUBJECTIVE LOGIC;

SIGNAL PROCESSING; SOCIAL ASPECTS;

C (PROGRAMMING LANGUAGE);

EID: 84856194345     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PASSAT/SocialCom.2011.18     Document Type: Conference Paper

References (33)

1. M. Argyle, A. Furnham, and J. A. Graham, Social Situations. Press Syndicate of the University of Cambridge, 1981.
2. G. Groh, A. Lehmann, T. Wang, S. Huber, and F. Hammerl, "Applications for social situation models, " in Proc. WAC'10, 2010.
3. A. Vinciarelli, M. Pantic, and H. Bourlard, "Social signal processing: Survey of an emerging domain, " Image and Vision Computing, vol. 27, no. 12, pp. 1743 - 1759, 2009.
4. A. Pentland, N. Eagle, and D. Lazer, "Inferring social network structure using mobile phone data, " PNAS 106(36), pp. 15 274-15 278, 2009.
5. G. Groh and A. Lehmann, "Deducing evidence for social situations from dynamic geometric interaction data, " IJSCCPS, (to appear), 2011.
6. G. Groh, A. Lehmann, J. Reimers, R. Friess, and L. Schwarz, "Detecting social situations from interaction geometry, " Proc. SocialCom'10, 2010.
7. C. A. Yeung, I. Liccardi, K. Lu, O. Seneviratne, and T. Berners-Lee, "Decentralization: The future of online social networking, " in W3C Workshop on the Future of Social Networking, 2009.
8. R. Brooks and S. Iyengar, Multi-sensor fusion: fundamentals and applications with software. Prentice-Hall, 1998.
9. H. Qi, S. Iyengar, and K. Chakrabarty, "Distributed sensor networks-a review of recent research, " Journal of the Franklin Institute, vol. 338, no. 6, pp. 655-668, 2001. (Pubitemid 32737097)
10. C. M. Bishop, Pattern Recognition and Machine Learning, 1st ed. Springer, October 2007.
11. S. Ferrari and A. Vaghi, "Demining sensor modeling and feature-level fusion by Bayesian networks, " Sensors Journal, IEEE, vol. 6, no. 2, pp. 471-483, 2006.
12. Y. Zhang and Q. Ji, "Active and dynamic information fusion for multisensor systems with dynamic Bayesian networks, " IEEE Transactions on Systems, Man, and Cybernetics, vol. 36, no. 2, pp. 467-472, 2006.
13. A. Jøsang, "Probabilistic logic under uncertainty, " in CATS'07, 2007, pp. 101-110.
14. G. Shafer, A mathematical theory of evidence. Princeton university press, 1976.
15. A. Jøsang, "The consensus operator for combining beliefs, " Artificial Intelligence, vol. 141, no. 1-2, pp. 157-170, 2002.
16. A. Jøsang, S. Marsh, and S. Pope, "Exploring different types of trust propagation, " Trust Management, pp. 179-192, 2006. (Pubitemid 44045025)
17. A. Jøsang, J. Diaz, and M. Rifqi, "Cumulative and averaging fusion of beliefs, " Information Fusion, vol. 11, no. 2, pp. 192-200, 2010.
18. W. Bamberger, J. Schlittenlacher, and K. Diepold, "A trust model for intervehicular communication based on belief theory, " Proc. IEEE Socialcom 2010, 2010.
19. M. Wooldridge, An introduction to multiagent systems. Wiley, 2009.
20. M. DeGroot, "Reaching a consensus, " Journal of the American Statistical Association, vol. 69, no. 345, pp. 118-121, 1974.
21. C. Fuchs, Kombination multipler Evidenzen zur Detektierung sozialer Situationen. Master's Thesis, TUM; Supervisor: Georg Groh, 2010.
22. D. Wyatt, T. Choudhury, and J. Bilmes, "Conversation detection and speaker segmentation in privacy sensitive situated speech data, " in Proc. Interspeech, 2007, pp. 586-589.
23. D. Wyatt, J. Bilmes, T. Choudhury, and J. Kitts, "Towards the automated social analysis of situated speech data, " in Proc. 10th Int'l Conf. on Ubiquitous Computing. ACM, 2008, pp. 168-171.
24. O. Brdiczka, J. Maisonnasse, and P. Reignier, "Automatic detection of interaction groups, " in ACM ICMI'05, 2005, pp. 32-36. (Pubitemid 43224061)
25. G. Groh, A. Lehmann, and M. deSouza, "Detection of social situations with turn-taking patterns, " Proc. WAC2011, 2011.
26. D. Gatica-Perez, "Automatic nonverbal analysis of social interaction in small groups: A review, " Image and Vision Computing, vol. 27, no. 12, pp. 1775-1787, 2009.
27. G. Groh, "Groups and group instantiations - detection, modeling and applications, " Proc. ICWSM07, 2007.
28. M. Gaertler, "Clustering, " in Brandes, U.; Erlebach, T. (eds.): Network Analysis, LNCS3418. Springer, 2005, pp. 178-215.
29. M. Newman, "Modularity and community structure in networks, " PNAS, vol. 103, no. 23, p. 8577, 2006.
30. C. Peppmeier, Speaker Diarization for Social Situation Detection. Diploma Thesis, TU-M̈unchen; Supervisor: Georg Groh, 2011.
31. M. Newman, "Analysis of weighted networks, " Physical Review E, vol. 70, no. 5, p. 56131, 2004.
32. W. Rand, "Objective criteria for the evaluation of clustering methods, " J. Am. Stat. Assoc., vol. 66, no. 336, pp. 846-850, 1971.
33. L. Hubert and P. Arabie, "Comparing partitions, " Journal of classification, vol. 2, no. 1, pp. 193-218, 1985.