Monitoring user-system interactions through graph-based intrinsic dynamics analysis

Proceedings - International Conference on Research Challenges in Information Science

Volumn , Issue , 2013, Pages

  Heymann, Sebastien ^a   Grand, Benedicte Le ^b  

^a UNIVERSITÉ PIERRE ET MARIE CURIE   (France)

^b UNIVERSITÉ PARIS 1 PANTHÉON SORBONNE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ABNORMAL BEHAVIOR; DYNAMICS ANALYSIS; EXOGENOUS FACTORS; GRAPH-BASED; NOVEL CONCEPT; PEER-TO-PEER SYSTEM; REAL-WORLD SYSTEM; USER-SYSTEM INTERACTION;

GRAPHIC METHODS; INFORMATION SCIENCE;

DYNAMICS;

EID: 84884157501     PISSN: 21511349     EISSN: 21511357     Source Type: Conference Proceeding    
DOI: 10.1109/RCIS.2013.6577695     Document Type: Conference Paper

References (30)

1. B. M. Leiner, V. G. Cerf, D. D. Clark, R. E. Kahn, L. Kleinrock, D. C. Lynch, J. B. Postel, L. G. Roberts, and S. S. Wolff, "A brief history of the internet," Computing Research Repository, vol. cs.NI/9901, 1999.
2. A.-L. Barabasi and M. Aldana-Gonzales, "Linked: The New Science of Networks," The Journal of Artificial Societies and Social Simulation, vol. 6, pp. 71-72, 2003.
3. M. Latapy, C. Magnien, and N. Del Vecchio, "Basic notions for the analysis of large two-mode networks," Social Networks, vol. 30, no. 1, 2008.
4. J.-L. Guillaume and M. Latapy, "Bipartite structure of all complex networks," Information Processing Letters (IPL), vol. 90, no. 5, 2004.
5. Github press page. [Online]. Available: https://github.com/about/press
6. Github archive. [Online]. Available: http://www.githubarchive.org
7. F. Aidouni, M. Latapy, and C. Magnien, "Ten weeks in the life of an edonkey server," in Proc. IEEE Sixth International Workshop on Hot Topics in Peer-to-Peer Systems (Hot-P2P 2009). IEEE, 2009.
8. I. Newton, PhilosophiNaturalis Principia Mathematica, 1687.
9. I. Kant, Kritik der reinen Vernunft, 1781.
10. O. I. de la Convention du Metre, "The international system of units (SI)," Bureau International des Poids et Mesures, Tech. Rep. 8, 2006.
11. J. Ugander, B. Karrer, L. Backstrom, and C. Marlow, "The anatomy of the facebook social graph," Nov. 2011.
12. Y. Takhteyev and A. Hilts, "Investigating the geography of open source software through github," 2010.
13. T. Aynaud and J.-L. Guillaume, "Multi-step community detection and hierarchical time segmentation in evolving networks," 2011.
14. A. Panisson, A. Barrat, C. Cattuto, W. V. den Broeck, G. Ruffo, and R. Schifanella, "On the dynamics of human proximity for data diffusion in ad-hoc networks," Ad Hoc Networks, 2011.
15. J. ichi Takeuchi and K. Yamanishi, "A unifying framework for detecting outliers and change points from time series," IEEE Transactions on Knowledge and Data Engineering, vol. 18, pp. 482-492, 2006.
16. J. Whitbeck, M. D. de Amorim, V. Conan, and J.-L. Guillaume, "Temporal reachability graphs," pp. 377-388, 2012.
17. M. R. Meiss, F. Menczer, S. Fortunato, A. Flammin, and A. Vespignan, "Ranking web sites with real user traffic," in Proc. ACM International Conference on Advances in Social Networks Analysis and Mining (WSDM'08). ACM, 2008.
18. C. C. Aggarwal, Y. Zhao, and P. S. Yu, "Outlier detection in graph streams," in International Conference on Data Engineering, 2011, pp. 399-409.
19. L. Akoglu, M. McGlohon, and C. Faloutsos, "Event detection in time series of mobile communication graphs." in Army Science Conference, 2010.
20. M. Latapy, C. Magnien, and F. Ouedraogo, "A radar for the internet," in IEEE International Conference on Data Mining, vol. abs/0807.1, 2008, pp. 901-908.
21. Q. Zhao, T. yan Liu, S. S. Bhowmick, and W. ying Ma, "Event detection from evolution of click-through data," in Knowledge Discovery and Data Mining, 2006, pp. 484-493.
22. L. Benamara and C. Magnien, "Estimating properties in dynamic systems: The case of churn in p2p networks," in IEEE Conference on Computer Communications Workshops, INFOCOM Wksps, 2010.
23. S. Papadimitriou, "Optimal multi-scale patterns in time series streams," in Proc. ACM International Conference on Management of Data (SIGMOD'06). ACM, 2006, pp. 647-658.
24. G. Reeves, J. Liu, S. Nath, and F. Zhao, "Managing massive time series streams with multiscale compressed trickles," Proceedings of The Vldb Endowment, vol. 2, pp. 97-108, 2009.
25. L. Zhang, Z. Zhu, K. Jeffay, J. S. Marron, and F. D. Smith, "Multiresolution anomaly detection for the internet," 2008.
26. O. Allali, L. Tabourier, C. Magnien, and M. Latapy, "Internal links and pairs as a new tool for the analysis of bipartite complex networks," Social Network Analysis and Mining, 2012.
27. S. Heymann, M. Latapy, and C. Magnien, "Outskewer: Using skewness to spot outliers in samples and time series," in Proc. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012). IEEE, 2012.
28. C. Hug, R. Deneckere, and C. Salinesi, "Map-tbs: Map process enactment traces and analysis," in Research Challenges in Information Science (RCIS), 2012 Sixth International Conference on, may 2012, pp. 1-6.
29. G. M. G. Panos E. Kourouthanassis, "A design theory for pervasive information systems," in Proc. 3rd Int. Workshop on Ubiquitous Computing (IWUC'06), 2006, pp. 62-70.
30. S. Najar, M. Pinheiro, C. Souveyet, and L. Steffenel, "Service discovery mechanism for an intentional pervasive information system," in Web Services (ICWS), 2012 IEEE 19th International Conference on, june 2012, pp. 520-527.