摘要: Beyond serving as online diaries, weblogs have evolved into a complex social structure, one which is in many ways ideal for the study of propagation information. As weblog authors discover and republish information, we are able to use existing link structure blogspace track its flow. Where path by it spreads ambiguous, utilize novel inference scheme that takes advantage data describing historical, repeating patterns "infection." Our paper describes this technique well visualization system allows graphical tracking information
ieeecomputersociety.org
computer.org
stanford.edu 参考文章(25)
Eytan Adar, Li Zhang, Lada A Adamic, Rajan M Lukose, Implicit Structure and the Dynamics of Blogspace WWW 2004 Workshop on the Weblogging Ecosystem : Aggregation, Analysis and Dynamics, 2004. ,(2004)
Alexandrin Popescul, Lyle H. Ungar, Structural Logistic Regression for Link Analysis ,(2003)
Yang Wang, D. Chakrabarti, Chenxi Wang, C. Faloutsos, Epidemic spreading in real networks: an eigenvalue viewpoint symposium on reliable distributed systems. pp. 25- 34 ,(2003) , 10.1109/RELDIS.2003.1238052
Nello Cristianini, John Shawe-Taylor, An Introduction to Support Vector Machines and Other Kernel-based Learning Methods ,(2000)
Christopher D. Manning, Hinrich Schütze, Foundations of Statistical Natural Language Processing ,(1999)
Nello Cristianini, J Shawe-Taylor, An introduction to Support Vector Machines Cambridge University Press (2000). ,(2000)
D. T. Haydon, M. Chase–Topping, D. J. Shaw, L. Matthews, J. K. Friar, J. Wilesmith, M. E. J. Woolhouse, The construction and analysis of epidemic trees with reference to the 2001 UK foot-and-mouth outbreak Proceedings of The Royal Society B: Biological Sciences. ,vol. 270, pp. 121- 127 ,(2003) , 10.1098/RSPB.2002.2191
Emden R Gansner, Stephen C North, An open graph visualization system and its applications to software engineering Software - Practice and Experience. ,vol. 30, pp. 1203- 1233 ,(2000) , 10.1002/1097-024X(200009)30:11<1203::AID-SPE338>3.3.CO;2-E
Daniel Gruhl, R. Guha, David Liben-Nowell, Andrew Tomkins, Information diffusion through blogspace Proceedings of the 13th conference on World Wide Web - WWW '04. pp. 491- 501 ,(2004) , 10.1145/988672.988739
Jon Kleinberg, Bursty and hierarchical structure in streams Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '02. pp. 91- 101 ,(2002) , 10.1145/775047.775061