Tracing Fake-News Footprints: Characterizing Social Media Messages by How They Propagate
暂无分享,去创建一个
[1] Kewei Cheng,et al. Streaming Link Prediction on Dynamic Attributed Networks , 2018, WSDM.
[2] H. Sebastian Seung,et al. Algorithms for Non-negative Matrix Factorization , 2000, NIPS.
[3] G. Caldarelli,et al. The spreading of misinformation online , 2016, Proceedings of the National Academy of Sciences.
[4] Jure Leskovec,et al. Community Detection in Networks with Node Attributes , 2013, 2013 IEEE 13th International Conference on Data Mining.
[5] D K Smith,et al. Numerical Optimization , 2001, J. Oper. Res. Soc..
[6] Thorsten Joachims,et al. Text Categorization with Support Vector Machines: Learning with Many Relevant Features , 1998, ECML.
[7] Damon Centola,et al. The Spread of Behavior in an Online Social Network Experiment , 2010, Science.
[8] Jure Leskovec,et al. Inferring networks of diffusion and influence , 2010, KDD.
[9] Yoon Kim,et al. Convolutional Neural Networks for Sentence Classification , 2014, EMNLP.
[10] Huan Liu,et al. A new approach to bot detection: Striking the balance between precision and recall , 2016, 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).
[11] Jean-Loup Guillaume,et al. Fast unfolding of communities in large networks , 2008, 0803.0476.
[12] Huan Liu,et al. Attributed Network Embedding for Learning in a Dynamic Environment , 2017, CIKM.
[13] L. E. Clarke. On Cayley's Formula for Counting Trees , 1958 .
[14] Huan Liu,et al. Unsupervised Personalized Feature Selection , 2018, AAAI.
[15] Enhong Chen,et al. Learning Deep Representations for Graph Clustering , 2014, AAAI.
[16] Huan Liu,et al. Gleaning Wisdom from the Past: Early Detection of Emerging Rumors in Social Media , 2017, SDM.
[17] Ching-Yung Lin,et al. TargetVue: Visual Analysis of Anomalous User Behaviors in Online Communication Systems , 2016, IEEE Transactions on Visualization and Computer Graphics.
[18] Dragomir R. Radev,et al. Rumor has it: Identifying Misinformation in Microblogs , 2011, EMNLP.
[19] E. Laumann,et al. Networks of Collective Action: A Perspective on Community Influence Systems , 1976 .
[20] Huan Liu,et al. Relational learning via latent social dimensions , 2009, KDD.
[21] Huan Liu,et al. Detecting Crowdturfing in Social Media , 2018, Encyclopedia of Social Network Analysis and Mining. 2nd Ed..
[22] Stephen J. Wright,et al. Numerical Optimization , 2018, Fundamental Statistical Inference.
[23] Huan Liu,et al. Adaptive Spammer Detection with Sparse Group Modeling , 2017, ICWSM.
[24] Yoshua Bengio,et al. Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation , 2014, EMNLP.
[25] Christopher Potts,et al. Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank , 2013, EMNLP.
[26] Huan Liu,et al. Robust Unsupervised Feature Selection on Networked Data , 2016, SDM.
[27] Steven Skiena,et al. DeepWalk: online learning of social representations , 2014, KDD.
[28] Suhang Wang,et al. Fake News Detection on Social Media: A Data Mining Perspective , 2017, SKDD.
[29] Jennifer Neville,et al. Deep Collective Inference , 2017, AAAI.
[30] Pinar Yanardag,et al. Deep Graph Kernels , 2015, KDD.
[31] Mingzhe Wang,et al. LINE: Large-scale Information Network Embedding , 2015, WWW.
[32] Stephen P. Boyd,et al. Network Lasso: Clustering and Optimization in Large Graphs , 2015, KDD.
[33] Huan Liu,et al. Relational Learning with Social Status Analysis , 2016, WSDM.
[34] Geoffrey E. Hinton,et al. Deep Learning , 2015, Nature.
[35] W. O. Kermack,et al. A contribution to the mathematical theory of epidemics , 1927 .
[36] Éva Tardos,et al. Maximizing the Spread of Influence through a Social Network , 2015, Theory Comput..
[37] Guofei Gu,et al. BotSniffer: Detecting Botnet Command and Control Channels in Network Traffic , 2008, NDSS.
[38] Tianqi Chen,et al. XGBoost: A Scalable Tree Boosting System , 2016, KDD.
[39] Huan Liu,et al. Provenance Data in Social Media , 2013, Synthesis Lectures on Data Mining and Knowledge Discovery.
[40] Rabab Kreidieh Ward,et al. Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval , 2015, IEEE/ACM Transactions on Audio, Speech, and Language Processing.
[41] Huan Liu,et al. Detecting Camouflaged Content Polluters , 2017, ICWSM.
[42] Huan Liu,et al. Mining Misinformation in Social Media , 2016 .
[43] Huan Liu,et al. Toward Personalized Relational Learning , 2017, SDM.
[44] Mihai Surdeanu,et al. The Stanford CoreNLP Natural Language Processing Toolkit , 2014, ACL.
[45] Huan Liu,et al. Leveraging the Implicit Structure within Social Media for Emergent Rumor Detection , 2016, CIKM.