Computer Science ›› 2021, Vol. 48 ›› Issue (6): 306-314.doi: 10.11896/jsjkx.201200194
• Information Security • Previous Articles Next Articles
WU Guang-zhi, GUO Bin, DING Ya-san, CHENG Jia-hui, YU Zhi-wen
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[1]ALLEN J,HOWLAND B,MOBIUS M,et al.Evaluating the fake news problem at the scale of the information ecosystem[J].Science Advances,2020,6(14):eaay3539. [2]SMITH A.Algorithms in action:The content people see on social media[R].Pew Research Centre,2018. [3]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 Internatio-nal Conference on World Wide Web.International World Wide Web Conferences Steering Committee,2015:1395-1405. [4]JIN Z,CAO J,GUO H,et al.Detection and analysis of 2016 US presidential election related rumors on twitter[C]//Internatio-nal Conference on Social Computing,Behavioral-cultural Mode-ling and Prediction and Behavior Representation in Modeling and Simulation.Cham:Springer,2017:14-24. [5]CAO J,GUO J,LI X,et al.Automatic rumor detection on microblogs:A survey[J].arXiv:1807.03505,2018. [6]LAZER D M J,BAUM M A,BENKLER Y,et al.The science of fake news[J].Science,2018,359(6380):1094-1096. [7]BOVET A,MAKSE H A.Influence of fake news in Twitter during the 2016 US presidential election[J].Nature Communications,2019,10(1):1-14. [8]GRINBERG N,JOSEPH K,FRIEDLAND L,et al.Fake news on Twitter during the 2016 US presidential election[J].Science,2019,363(6425):374-378. [9]GUO B,DING Y,SUN Y,et al.The Mass,Fake News,and Cognition Security[J].arXiv:1907.07759,2019. [10]PIERRI F,CERI S.False news on social media:a data-driven survey[J].ACM Sigmod Record,2019,48(2):18-27. [11]ZHANG P,SOERGEL D.Cognitive mechanisms in sense-making:A qualitative user study[J].Journal of the Association for Information Science and Technology,2020,71(2):158-171. [12]PENG X,JIAO C,CUI F,et al.The time course of indirect mo-ral judgment in gossip processing modulated by different agents[J].Psychophysiology,2017,54(10):1459-1471. [13]PENG X,LI Y,WANG P,et al.The ugly truth:negative gossip about celebrities and positive gossip about self entertain people in different ways[J].Social Neuroscience,2015,10(3):320-336. [14]NUMMENMAA L,GLEREAN E,VIINIKAINEN M,et al.Emotions promote social interaction by synchronizing brain activity across individuals[J].Proceedings of the National Academy of Sciences,2012,109(24):9599-9604. [15]GUMELAR G,ERIK E,MAULANA H.The Effect of Need for Cognition and Need for Affection on the Intention of Spreading Fake News[J].Jurnal Ilmiah Peuradeun,2020,8(1):99-108. [16]LEWANDOWSKY S,ECKER U K H,SEIFERT C M,et al.Misinformation and its correction:Continued influence and successful debiasing[J].Psychological Science in the Public In-terest,2012,13(3):106-131. [17]KANTOWITZ B H,ROEDIGER III H L,ELMES D G.Experimental psychology[M].Nelson Education,2014. [18]ARIELY D,BERNS G S.Neuromarketing:the hope and hype of neuroimaging in business[J].Nature Reviews Neuroscience,2010,11(4):284-292. [19]HASSON U,NIR Y,LEVY I,et al.Intersubject synchronization of cortical activity during natural vision[J].Science,2004,303(5664):1634-1640. [20]FALK E B,O’DONNELL M B,TOMPSON S,et al.Functional brain imaging predicts public health campaign success[J].Social Cognitive and Affective Neuroscience,2016,11(2):204-214. [21]PENNYCOOK G,RAND D G.Who falls for fake news? The roles of bullshit receptivity,overclaiming,familiarity,and analy-tic thinking[J].Journal of Personality,2020,88(2):185-200. [22]GOTO N,MUSHTAQ F,SHEE D,et al.Neural signals of selective attention are modulated by subjective preferences and buying decisions in a virtual shopping task[J].Biological Psychology,2017,128:11-20. [23]SCHOLZ C,BAEK E C,O’DONNELL M B,et al.A neural model of valuation and information virality[J].Proceedings of the National Academy of Sciences,2017,114(11):2881-2886. [24]BAGO B,RAND D G,PENNYCOOK G.Fake news,fast and slow:Deliberation reduces belief in false (but not true) news headlines[J].Journal of Experimental Psychology:General,2020,149(8):1608-1613. [25]PENNYCOOK G,RAND D G.Lazy,not biased:Susceptibility to partisan fake news is better explained by lack of reasoning than by motivated reasoning[J].Cognition,2018,188:39-50. [26]BASOL M,ROOZENBEEK J,VAN DER LINDEN S.Goodnews about bad news:gamified inoculation boosts confidence and cognitive immunity against fake news[J].Journal of Cognition,2020,3(1):2. [27]BERGSTROM C T,BAK-COLEMAN J B.Information gerrymandering in social networks skews collective decision-making[J].Nature,2019,573(7772):40-41. [28]BERNS G S,MOORE S E.A neural predictor of cultural popularity[J].Journal of Consumer Psychology,2012,22(1):154-160. [29]ECKER U K H,HOGAN J L,LEWANDOWSKY S.Reminders and repetition of misinformation:Helping or hindering its retraction[J].Journal of Applied Research in Memory and Cognition,2017,6(2):185-192. [30]SWIRE B,ECKER U K H,LEWANDOWSKY S.The role of familiarity in correcting inaccurate information[J].Journal of Experimental Psychology:Learning,Memory,and Cognition,2017,43(12):1948. [31]DAUGHERTY T,HOFFMAN E,KENNEDY K.Research in reverse:Ad testing using an inductive consumer neuroscience approach[J].Journal of Business Research,2016,69(8):3168-3176. [32]GOTO N,MUSHTAQ F,SHEE D,et al.Neural signals of selective attention are modulated by subjective preferences and buying decisions in a virtual shopping task[J].Biological Psychology,2017,128:11-20. [33]GAUBA H,KUMAR P,ROY P P,et al.Prediction of advertisement preference by fusing EEG response and sentiment analysis[J].Neural Networks,2017,92:77-88. [34]Can Brain Scans Predict Music Sales?[EB/OL].http://www.lucaslaursen.com/clips/matchmaker.pdf. [35]DEITZ G D,ROYNE M B,PEASLEY M C,et al.EEG-basedmeasures versus panel ratings:Predicting social media-based behavioral response to Super Bowl ads[J].Journal of Advertising Research,2016,56(2):217-227. [36]NOMURA T,MITSUKURA Y.EEG-based detection of TVcommercials effects[J].Procedia Computer Science,2015,60:131-140. [37]ARAPAKIS I,BARREDA-ANGELES M,PEREDA-BANOSA.Interest as a proxy of engagement in news reading:Spectral and entropy analyses of EEG activity patterns[J].IEEE Tran-sactions on Affective Computing,2019,10(1):100-114. [38]LI X,SONG D,ZHANG P,et al.Emotion recognition frommulti-channel EEG data through convolutional recurrent neural network[C]//2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).IEEE,2016:352-359. [39]LIU Y J,YU M,ZHAO G,et al.Real-time movie-induced discrete emotion recognition from EEG signals[J].IEEE Transactions on Affective Computing,2017,9(4):550-562. [40]JENKE R,PEER A,BUSS M.Feature extraction and selection for emotion recognition from EEG[J].IEEE Transactions on Affective Computing,2014,5(3):327-339. [41]SOLEYMANI M,PANTIC M,PUN T.Multimodal emotionrecognition in response to videos[J].IEEE Transactions on Affective Computing,2011,3(2):211-223. [42]DING Y,HU X,XIA Z,et al.Inter-brain EEG feature extraction and analysis for continuous implicit emotion tagging during video watching[J].IEEE Transactions on Affective Computing,2018,12(1):92-102. [43]SHU K,MAHUDESWARAN D,WANG S,et al.FakeNews-Net:A Data Repository with News Content,Social Context,and Spatiotemporal Information for Studying Fake News on Social Media[J].Big Data,2020,8(3):171-188. [44]RIBEIRO M H,CALAIS P H,ALMEIDA V A F,et al.“Everything I Disagree With is# FakeNews”:Correlating Political Polarization and Spread of Misinformation[J].arXiv:1706.05924,2017. [45]BRASHIER N M,SCHACTER D L.Aging in an Era of Fake News[J].Current Directions in Psychological Science,2020:0963721420915872. [46]KUŠEN E,STREMBECK M.Politics,sentiments,and misinformation:An analysis of the Twitter discussion on the 2016 Austrian Presidential Elections[J].Online Social Networks and Media,2018,5:37-50. [47]BALMAS M.When fake news becomes real:Combined exposure to multiple news sources and political attitudes of inefficacy,alienation,and cynicism[J].Communication Research,2014,41(3):430-454. [48]BUDAK C.What happened? the spread of fake news publisher content during the 2016 us presidential election[C]//The World Wide Web Conference.2019:139-150. [49]WASZAK P M,KASPRZYCKA-WASZAK W,KUBANEK A.The spread of medical fake news in social media——the pilot quantitative study[J].Health Policy and Technology,2018,7(2):115-118. [50]ZHAO Z,ZHAO J,SANO Y,et al.Fake news propagates diffe-rently from real news even at early stages of spreading[J].EPJ Data Science,2020,9(1):7. [51]ARIF A,SHANAHAN K,CHOU F J,et al.How information snowballs:Exploring the role of exposure in online rumor propagation[C]//Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing.2016:466-477. [52]SHAO C,CIAMPAGLIA G L,VAROL O,et al.The spread of low-credibility content by social bots[J].Nature Communications,2018,9(1):1-9. [53]NGUYEN C T.Echo chambers and epistemic bubbles[J].Episteme,2020,17(2):141-161. [54]DEL VICARIO M,BESSI A,ZOLLO F,et al.The spreading of misinformation online[J].Proceedings of the National Academy of Sciences,2016,113(3):554-559. [55]BESSI A,PETRONI F,DEL VICARIO M,et al.Viral misinformation:The role of homophily and polarization[C]//Procee-dings of the 24th International Conference on World Wide Web.2015:355-356. [56]BHATT I,MACKENZIE A.Just Google it! Digital literacy and the epistemology of ignorance[J].Teaching in Higher Education,2019,24(3):302-317. [57]SPOHR D.Fake news and ideological polarization:Filter bub-bles and selective exposure on social media[J].Business Information Review,2017,34(3):150-160. [58]CASSAM Q.Epistemic insouciance[J].Journal of Philosophical Research,2017,43:1-10. [59]SOMMARIVA S,VAMOS C,MANTZARLIS A,et al.Sprea-ding the (fake) news:exploring health messages on social media and the implications for health professionals using a case study[J].American Journal of Health Education,2018,49(4):246-255. [60]VOSOUGHI S,ROY D,ARAL S.The spread of true and false news online[J].Science,2018,359(6380):1146-1151. |
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