Computer Science ›› 2022, Vol. 49 ›› Issue (6): 342-349.doi: 10.11896/jsjkx.210400096
• Information Security • Previous Articles Next Articles
XU Jian-min1, SUN Peng1, WU Shu-fang2
CLC Number:
[1] KNAPP R H.A psychology of rumor[J].Public Opinion Quarterly,1944,8(1):22-37. [2] CHEN YF,LI Z Y,LIANG X,et al.Review on Rumor Detection of Online Social Networks[J].Chinese Journal of Computers,2018,41(7):1648-1677. [3] BRATU S.The fake news sociology of COVID-19 pandemicfear:Dangerously inaccurate beliefs,emotional contagion,and conspiracy ideation[J].Linguistic and Philosophical Investigations,2020 (19):128-134. [4] MA B,LIN D,CAO D.Content representation for microblog rumor detection[M]//Advances in Computational Intelligence Systems.Cham:Springer,2017:245-251. [5] ZUBIAGA A,LIAKATA M,PROCTER R.Learning reporting dynamics during breaking news for rumour detection in social media[J].arXiv:1610.07363,2016. [6] CHANG C,ZHANG Y,SZABO C,et al.Extreme user and poli-tical rumor detection on twitter[C]//International Conference on Advanced Data Mining and Applications.Cham:Springer,2016:751-763. [7] LIANG G,HE W,XU C,et al.Rumor identification in microblogging systems based on users’ behavior[J].IEEE Transactions on Computational Social Systems,2015,2(3):99-108. [8] MA J,GAO W,WEI Z,et al.Detect rumors using time series of social context information on microblogging websites[C]//Proceedings of the 24th ACM International on Conference on Information and Knowledge Management.2015:1751-1754. [9] WU K,YANG S,ZHU K Q.False rumors detection on sina weibo by propagation structures[C]//2015 IEEE 31st International Conference on Data Engineering.IEEE,2015:651-662. [10] MA J,GAO W,WONG K F.Detect Rumors in Microblog Posts Using Propagation Structure via Kernel Learning[C]//Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics.2017:708-717. [11] CASTILLO C,MENDOZA M,POBLETE B.Information credibility on twitter[C]//Proceedings of the 20th International Conference on World Wide Web.2011:675-684. [12] QAZVINIAN V,ROSENGREN E,RADEV D,et al.Rumor has it:Identifying misinformation in microblogs[C]//Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing.2011:1589-1599. [13] YANG F,LIU Y,YU X,et al.Automatic detection of rumor on Sina Weibo[C]//Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics.2012:1-7. [14] LIANG G,YANG J,XU C.Automatic rumors identification on Sina Weibo[C]//2016 12th International Conference on Natural Computation,Fuzzy Systems and Knowledge Discovery(ICNC-FSKD).IEEE,2016:1523-1531. [15] KWON S,CHA M,JUNG K.Rumor Detection over VaryingTime Windows[J/OL].https://www.researchgate.net/publication/311413402_Rumor_detection_over_varying_time_windows. [16] WANG T,LI M.Research on Comment Text Mining Based on LDA Model and Semantic Network[J].Journal of Chongqing Technology and Business University(Natural Science Edition),2019,36(4):9-16. [17] WANG Y,HE Y M,CHEN H X,et al.RHS-CNN:A CNN Text Classification Model Based on Regularized Hierarchical Softmax[J].Journal of Chongqing University of Technology(Natural Science),2020,34(5):187-195. [18] MA J,GAO W,MITRA P,et al.Detecting rumors from microblogs with recurrent neural networks[C]//International Joint Conference on Artificial Intelligence.2016. [19] ROHIT K K,ANURAG G,PRATIK N,et al.FNDNet-A deep convolutional neural network for fake news detection[J].Cognitive Systems Research,2020,61:32-44. [20] BHATT G,SHARMA A,SHARMA S,et al.Combining neural,statistical and external features forfake news stance identification[C]//Companion Proceedings of the The Web Confe-rence.2018:1353-1357. [21] ZHANG S Q,DU S D,ZHANG X B,et al.Social rumor detection method basedon multimodalfusion[J].Computer Science,2021,48(5):117-123. [22] PRIYANKA M,DINESH K V.Fake news,rumor,information pollution in social media and web:A contemporary survey of state-of-the-arts,challenges and opportunities[J/OL].Expert Systems With Applications.https://www.researchgate.net/publication/336271325_Fake_News_Rumor_Information_Pollution_in_Social_Media_and_Web_A_Contemporary_Survey_of_State-of-the-arts_Challenges_and_Opportunities. [23] VOSOUGHI S,ROY D,ARAL S.The spread of true and false news online[J].Science,2018,359(6380):1146-1151. [24] KHOO L M S,CHIEU H L,QIAN Z,et al.Interpretable rumor detection in microblogs by attending to user interactions[C]//Proceedings of the AAAI Conference on Artificial Intelligence.2020,34(5):8783-8790. [25] ZW A,DP A,JC A,et al.Rumor detection based on propagation graph neural network with attention mechanism[J/OL].Expert Systems with Applications.https://www.researchgate.net/publication/341951109_Rumor_Detection_Based_On_Propagation_Graph_Neural_Network_With_Attention_Mechanism. [26] BIAN T,XIAO X,XU T,et al.Rumor detection on social media with bi-directional graph convolutional networks[C]//Procee-dings of the AAAI Conference on Artificial Intelligence.2020,34(1):549-556. [27] LI Y H,ZHENG C M,WANG W L,et al.A Multi-Dimensional and Multi-Emotion Analysis Method for Mixed Language Texts[J].Computer Engineering,2020,46(12):113-119,141. [28] QIN Y,MA J,GAO S.Efficient influence maximization underTSCM:a suitable diffusion model in online social networks[J].Soft Computing,2017,21(4):827-838. [29] CHEN X D.Research on sentiment tendency analysis of Chinese Weibo based on sentiment dictionary[D].Wuhan:Huazhong University of Science and Technology,2012. [30] DONG Z,DONG Q.HowNet knowledge database[J/OL].[2013-07-25].http://www,keenage,com. [31] XU F,SHENG V S,WANG M.Near real-time topic-driven rumor detection in source microblogs[J/OL].Knowledge-Based Systems.https://www.researchgate.net/publication/343791225_Near_real-time_topic-driven_rumor_detection_in_source_microblogs. [32] QI C,CHEN H C,YU H T.Weibo user influence evaluation method based on comprehensive analysis of user behavior[J].Application Research of Computers,2014,31(7):2004-2007. [33] MIHALCEA R,STRAPPARAVA C.The lie detector:Explorationsin the automatic recognition of deceptive language[C]//Proceedings of the ACL-IJCNLP 2009 Conference Short Papers.2009:309-312. [34] ZHAO Z,RESNICK P,MEI Q.Enquiring minds:Early detec-tion of rumors in social media from enquiry posts[C]//Procee-dings of the 24th International Conference on World Wide Web.2015:1395-1405. [35] YANG F,LIU Y,YU X,et al.Automatic detection of rumor on sinaweibo[C]//Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics.2012:1-7. [36] KWON S,CHA M,JUNG K,et al.Prominent features of rumor propagation in online social media[C]//2013 IEEE 13th International Conference on Data Mining.IEEE,2013:1103-1108. [37] GUO H,CAO J,ZHANG Y,et al.Rumor detection with hierar-chical social attention network[C]//Proceedings of the 27th ACM International Conference on Information and Knowledge Management.2018:943-951. [38] MA J,GAO W,WONG K F.Rumor detection on twitter with tree-structured recursive neural networks[C]//Association for Computational Linguistics.2018:1980-1989. [39] WU S F,ZHU J.Research on hot topics in Internet public opinion[M].Beijing:Science Press,2020. |
[1] | WANG Zhong-yuan, LIU Jing-lei. Kernel Subspace Clustering Based on Second-order Neighbors [J]. Computer Science, 2021, 48(6): 86-95. |
[2] | ZHU Ying-wen, YANG Jun. Euler Kernel-based Data Stream Clustering Algorithm [J]. Computer Science, 2019, 46(12): 74-82. |
[3] | GONG Qu and XU Kai-qiang. Parameter-less Supervised Kernel Locality Preserving Projection and Face Recognition [J]. Computer Science, 2016, 43(9): 301-304. |
[4] | ZHENG Jian-wei, KONG Chen-chen, WANG Wan-liang, QIU Hong and ZHANG Hang-ke. Kernel-based Supervised Neighborhood Projection Analysis Algorithm [J]. Computer Science, 2016, 43(6): 312-315. |
[5] | WANG Pei-yan and CAI Dong-feng. Distance-based Kernel Evaluation Measure [J]. Computer Science, 2014, 41(2): 72-75. |
[6] | . Face Feature Extraction Based on Weighted Multiple Kernel Fisher Discriminant Analysis [J]. Computer Science, 2012, 39(9): 262-265. |
[7] | FANG Yi-min,ZHANG Ling,SUN Wei-min,XU Bao-guo. SMO Algorithm for Resolving Huber-SVR with Non-positive Kernels [J]. Computer Science, 2010, 37(7): 212-216. |
[8] | . [J]. Computer Science, 2009, 36(3): 156-157. |
[9] | . [J]. Computer Science, 2008, 35(12): 190-191. |
[10] | JIA Lei LIAO Shi-zhong (School of Computer Science and Technology,Tianjin University,Tianjin 300072,China). [J]. Computer Science, 2008, 35(12): 148-150. |
[11] | . [J]. Computer Science, 2007, 34(9): 131-134. |
[12] | XI Jian-Qing GUO Yu-Bin TANG De-You (College of Computer Science and Engineering, South China University of Technology, Guangzhou 510640). [J]. Computer Science, 2007, 34(1): 12-16. |
[13] | . [J]. Computer Science, 2006, 33(6): 172-174. |
|