2015
Novel Topic Diffusion Prediction using Latent Semantic and User Behavior
Hung S, Kuo T, Lin S. Novel Topic Diffusion Prediction using Latent Semantic and User Behavior. 2015, 1-6. DOI: 10.1145/2818869.2818877.Peer-Reviewed Original ResearchNatural language processingSocial network analysisLeverage natural language processingReal-world social networksWorld social networksDiffusion predictionLearning-based frameworkDiverse information sourcesSocial network analysis techniquesSocial media dataExtract featuresUser behaviorMicroblog dataPrediction taskBig DataLanguage processingMedia dataResearch domainSocial networksInformation sourcesUsersNovel topicsHttp://mslabMicroblogFramework
2012
Modeling and evaluating information propagation in a microblogging social network
Li C, Kuo T, Ho C, Hong S, Lin W, Lin S. Modeling and evaluating information propagation in a microblogging social network. Social Network Analysis And Mining 2012, 3: 341-357. DOI: 10.1007/s13278-012-0082-8.Peer-Reviewed Original ResearchSocial networksInformation propagationInfluence propagation modelMicroblogging social networkOnline social networksMicroblog social networkInformation propagation behaviorOnline visualization systemMicroblogging platformInfluence propagationInfluence modelInfluence scoresVisual systemInfluence capabilityPropagation linksNetworkMicroblogEvaluation frameworkPropagation modelUsersPropagation structureProposed modelsGeographic informationInformationInformation content