Assessing the Quality of Diffusion Models using Real-World Social Network Data
Kuo T, Hung S, Lin W, Lin S, Peng T, Shih C. Assessing the Quality of Diffusion Models using Real-World Social Network Data. 2011, 200-205. DOI: 10.1109/taai.2011.42.Peer-Reviewed Original ResearchIndependent Cascade ModelMicro-blog dataLinear threshold modelMicro-blogInformation propagationReal worldSocial networksIndirect schemePlurkCascade modelEvaluation frameworkIn-degreeNetwork DataSchemeCascading phenomenaFrameworkDifferent circumstancesPageRankTwitterNetworkDataFacebookDiffusion eventsModelDiffusion modelLearning-based concept-hierarchy refinement through exploiting topology, content and social information
Kuo T, Lin S. Learning-based concept-hierarchy refinement through exploiting topology, content and social information. Information Sciences 2011, 181: 2512-2528. DOI: 10.1016/j.ins.2011.02.006.Peer-Reviewed Original ResearchLearning-based approachConcept hierarchyNormalized Google DistanceWeb 2.0 eraSimilarity-based approachACM CCSTraining instancesGoogle DistanceSource codeRecommendation schemeLearning approachTarget conceptIndexing applicationsDatasetACMMetricsClassification schemeSchemeSocial informationHierarchyTopologyInternetInstancesNew termsConstruction criteria