news media / synthetic networks / online media space / times networks / news media plays / static networks / hyperlink networks / static directed network / real Web information propagation data / diffusion networks / plots diffusion networks / assumed networks / media sites / scale using Internet / ground-truth information diffusion network / implicit networks / final solution / data mining / network inference algorithms / unobserved dynamic network / mainstream media sites / directed real-world networks / on-line dynamic network inference algorithm / online media sites / mainstream media / fair-play networks / time-varying diffusion networks / news media sites / power-law likelihoods / information transmission network / large media sites / media network / on-line estimates / social media / on-line network inference algorithm / daily networks / social media sites / stochastic approximation algorithms / online media / media-to-mainstream media / static and dynamic networks / time-varying network inference algorithm / inferred diffusion networks / hyperlink network / time-varying networks / diffusion network / social media data / on-line time-varying estimates / real networks / power-law edge transmission model / Web Search / on-line algorithm / e - commerce / static network / time-varying network / social network / information diffusion network / Online Media Manuel Gomez-Rodriguez MPI / time-varying hyperlink network / /
OperatingSystem
XP / /
Organization
National Science Foundation / International Monetary Fund / Allyes / U.S. Securities and Exchange Commission / National Academy of Sciences / Brown Institute for Media Innovation / Occupy Wall Street / National Basketball Association / Stanford University / European Union / Yu & Mary Bechmann Foundation / /
Person
Bernhard Schölkopf / Albert Yu / Alfred P. Sloan / Amy Winehouse / /
Position
generative model for the observed data / generative probabilistic model for modeling cascading processes over networks / model information diffusion / General / singer / director / /
Product
Precision- / different measures / I NFO PATH / Precision / Accuracy / /
ProgrammingLanguage
R / C++ / /
ProvinceOrState
Newfoundland / New York / /
PublishedMedium
Machine Learning / Free Press / American Journal of Epidemiology / The Journal of Machine Learning Research / /
Structure and Dynamics of Information Pathways in Online Media Manuel Gomez-Rodriguez MPI for Intelligent Systems Stanford University