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国外平台型媒体虚假信息的技术治理措施及启发

申金霞 张佳迎

申金霞, 张佳迎. 国外平台型媒体虚假信息的技术治理措施及启发[J]. 中国传媒科技, 2021, (8): 7-12. doi: 10.19483/j.cnki.11-4653/n.2021.08.001
引用本文: 申金霞, 张佳迎. 国外平台型媒体虚假信息的技术治理措施及启发[J]. 中国传媒科技, 2021, (8): 7-12. doi: 10.19483/j.cnki.11-4653/n.2021.08.001

国外平台型媒体虚假信息的技术治理措施及启发

doi: 10.19483/j.cnki.11-4653/n.2021.08.001
基金项目: 

本文系中国广播电视社会组织联合会项目“媒体融合背景下虚假新闻舆情传播及治理研究”(项目编号:2020ZGLH007)的研究成果。

详细信息
    作者简介:

    申金霞(1975-),女,河南民权,新闻学博士,副研究员,中国传媒大学互联网信息研究院,研究方向:舆情治理、互联网内容生产与传播;张佳迎(1997-),女,河南南阳,中国传媒大学互联网信息研究院硕士研究生。

  • 中图分类号: G210

  • 摘要: 当前,互联网空间治理已经成为全球的重要议题。虚假信息在平台型媒体中进行裂变式传播,强化平台责任、发展技术治理手段成为共识。为借助技术力量对海量以及自动化生产并传播的虚假信息进行检测,近年来,国外的平台型媒体积极采用先进技术打击平台虚假信息,如贴标签增加虚假信息辨识度、通过 AI 实现对虚假信息的自动化检测和标注;通过算法提高权威信息排名或降低虚假信息排名;通过机器学习检测图片、视频和深度伪造,以及识别社交机器人等。文章梳理了目前国外相关的技术治理措施,为我国平台型媒体通过技术手段打击虚假信息提供参考与借鉴。

     

  • [1] Jerome Sun. 平台型媒体:来自硅谷的另一种媒体融合[EB/OL]. https://medium.com/@jeromesun_66925/%E5%B9%B3%E5%8F%B0%E5%9E%8B%E5%AA%92%E4%BD%93-%E6%9D%A5%E8%87%AA%E7%A1%85%E8%B0%B7%E7%9A%84%E5%8F%A6%E4%B8%80%E7%A7%8D%E5%AA%92%E4%BD%93%E8%9E%8D%E5%90%88-f8af5979e6ce.
    [2] 焦洁 . 平台型媒体:一种新型的融媒体 [J]. 西部学刊,2015(1):20.
    [3] Mikael Thalen. Eric Trump keeps falling for fake ballot hoaxes[EB/OL]. https://www.dailydot.com/debug/erictrump-keeps-falling-for-fake-ballot-hoaxes/.
    [4] Caldarelli,G.,De Nicola,R.,Del Vigna,F. et al. The role of bot squads in the political propaganda on Twitter[J]. Communications Physics,2020(1).
    [5] Emily Saltz,Claire Leibowicz. Fact-Checks,Info Hubs,and Shadow-Bans: A Landscape Review of Misinformation Interventions[EB/OL]. https://www.partnershiponai.org/intervention-inventory/.
    [6] Rachel Kraus. Facebook labeled 180 million posts as “false” since March. Election misinformation spread anyway[EB/OL]. https://sea.mashable.com/tech/13294/facebooklabeled-180million-posts-as-false-since-march-electionmisinformation-spread-anyway.
    [7] TikTok. Taking action against COVID-19 vaccine misinformation[EB/OL].https://newsroom.tiktok.com/en-gb/taking-action-against-covid-19-vaccinemisinformation.
    [8] Facebook for Government,Politics and Advocacy. Understanding Facebook’s Fact-Checking Program[EB/OL]. https://www.facebook.com/gpa/blog/misinformation-resources.
    [9] Roshan Sumbaly,Mahalia Miller,Hardik Shah ,et al. Using AI to detect COVID-19 misinformation and exploitative content[EB/OL]. https://ai.facebook.com/blog/using-ai-to-detect-covid-19-misinformation-andexploitative-content/.
    [10] Roshan Sumbaly,Mahalia Miller,Hardik Shah ,et al. Using AI to detect COVID-19 misinformation and exploitative content[EB/OL]. https://ai.facebook.com/blog/using-ai-to-detect-covid-19-misinformation-andexploitative-content/.
    [11] Andrew Hutchinson. New Study Finds that Flagging False Reports on Facebook May Indeed Reduce their Distribution[EB/OL].https://www.socialmediatoday.com/news/new-study-finds-that-flagging-false-reports-onfacebook-may-indeed-reduce-t/559968/.
    [12] Ecker U ,O’Reilly Z ,Reid J S ,et al. The Effectiveness of Short-Format Refutational Fact-Checks[J]. British Journal of Psychology,2020(1): 36.
    [13] Shannon Mullery. How the TikTok Algorithm Works in 2021[EB/OL]. https://tinuiti.com/blog/paid-social/tiktok-algorithm/.
    [14] 方师师 . 算法机制背后的新闻价值观——围绕“Facebook偏见门”事件的研究 [J]. 新闻记者,2016(09):41.
    [15] Guy Rosen. An Update on Our Work to Keep People Informed and Limit Misinformation About COVID-19[EB/OL]. https://about.fb.com/news/2020/04/covid-19-misinfo-update/.
    [16] Statista.Most popular social networks worldwide as of January 2021,ranked by number of active users[EB/OL]. https://www.statista.com/statistics/272014/global-socialnetworks-ranked-by-number-of-users/.
    [17] Shannon Mullery. How the TikTok Algorithm Works in 2021[EB/OL]. https://tinuiti.com/blog/paid-social/tiktok-algorithm/.
    [18] Hazel Baker. Introducing the Reuters guide to Manipulated media,in association with the Facebook Journalism Projet[EB/OL].https://www.reuters.com/article/rpbhazeldeepfakesblog/introducingthe-reuters-guide-tomanipulated-media-in-association-with-thefacebookjournalism-project-idUSKBN1YY14C.
    [19] Viswanath Sivakumar,Albert Gordo,Manohar Paluri. Rosetta: Understanding text in images and videos with machine learning[EB/OL].https://engineering.fb.com/2018/09/11/ai-research/rosetta-understandingtext-in-imagesand-videos-with-machine-learning/.
    [20] Jeremy Kahn. Facebook says it’s made a big leap forward in detecting deepfakes[EB/OL]. https://fortune.com/2021/06/16/facebook-detecting-deepfakes-researchmichigan-state/.
    [21] Ferrara E,Varol O,Davis C,et al. The Rise of Social Bots[J]. Communications of the Acm,2014(7):96.
    [22] Varol O ,Fe Rrara E ,Davis C A ,et al. Online Human-Bot Interactions: Detection,Estimation,and Characterization[J]. 2017(1):280.
    [23] MarketingDive. Instagram may have 95M bot accounts,The Information reports[EB/OL]. https://www.marketingdive.com/news/instagram-may-have-95m-bot-accounts-the-informationreports/528141/.
    [24] Stefan Wojcik. 5 things to know about bots on Twitter[EB/OL]. https://www.pewresearch.org/facttank/2018/04/09/5things-to-know-about-bots-ontwitter/.
    [25] Bovet,A.,Makse,H.A. Influence of fake news in Twitter during the 2016 US presidential election[J]. Nat Commun,2019(7):1 .
    [26] Bobby Allyn. Researchers: Nearly Half Of Accounts Tweeting About Coronavirus Are Likely Bots[EB/OL]. https://www.npr.org/sections/coronavirusliveupdates/2020/05/20/859814085/researchers-nearly-halfof-accountstweeting-about-coronavirus-are-likely-bots.
    [27] Ferrara E,Varol O,Davis C,et al. The Rise of Social Bots[J]. Communications of the Acm,2014(7):100.
    [28] 李阳阳,曹银浩,杨英光,金昊,杨阳朝,石珺,李志鹏 . 社交网络机器账号检测综述 [J]. 中国电子科学研究院学报,2021(3):214.
    [29] DFRLab. #BotSpot: Twelve Ways to Spot a Bot[EB/OL]. https://medium.com/dfrlab/botspot-twelve-ways-tospot-a-botaedc7d9c110c.
    [30] Parag Agrawal.Twitter acquires Fabula AI to strengthen its machine learning expertise[EB/OL]. https://blog.twitter.com/en_us/topics/company/2019/Twitter-acquiresFabula-AI.
    [31] Giorgia Guglielmi. The next-generation bots interfering with the US election[EB/OL]. https://www.nature.com/articles/d41586-020-03034-5#ref-CR2.
    [32] 梅松 . 国家总体安全观视域下的互联网信息治理研究 [J].社会治理法治前沿年刊,2016(0):101.
    [33] 易前良 . 网络平台在内容治理中的“在线看门人”角色[J]. 青年记者,2020(7):24.
    [34] 喻国明,杜楠楠 . 智能型算法分发的价值迭代:“边界调适”与合法性的提升——以“今日头条”的四次升级迭代为例 [J]. 新闻记者,2019(11):19-20.
    [35] 卢尚青 . 社交媒体谣言的传播机制研究 [D]. 济南:山东大学,2016:38,40.
    [36] 张超 . 社交平台假新闻的算法治理:逻辑、局限与协同治理模式 [J]. 新闻界,2019(11):28.
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出版历程
  • 收稿日期:  2021-07-04
  • 修回日期:  2021-08-08
  • 网络出版日期:  2022-03-21
  • 刊出日期:  2021-08-15

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