Anatomy of news consumption on Facebook

被引:147
|
作者
Schmidt, Ana Lucia [1 ]
Zollo, Fabiana [1 ,5 ]
Del Vicario, Michela [1 ]
Bessi, Alessandro [2 ]
Scala, Antonio [1 ,3 ]
Caldarelli, Guido [1 ,3 ]
Stanley, H. Eugene [4 ]
Quattrociocchi, Walter [1 ]
机构
[1] IMT Alti Studi Lucca, Networks Dept, Lab Computat Social Sci, I-55100 Lucca, Italy
[2] IUSS Inst Adv Study, I-27100 Pavia, Italy
[3] CNR Uos Sapienza, ISC, I-00185 Rome, Italy
[4] Boston Univ, Dept Phys, Boston, MA 02115 USA
[5] Univ Venice, Dipartimento Sci Ambientali Informat & Stat DAIS, I-30172 Venice, Italy
关键词
computational social science; Facebook; news consumption; misinformation; ATTENTION; MEDIA; AGE;
D O I
10.1073/pnas.1617052114
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The advent of social media and microblogging platforms has radically changed the way we consume information and form opinions. In this paper, we explore the anatomy of the information space on Facebook by characterizing on a global scale the news consumption patterns of 376 million users over a time span of 6 y (January 2010 to December 2015). We find that users tend to focus on a limited set of pages, producing a sharp community structure among news outlets. We also find that the preferences of users and news providers differ. By tracking how Facebook pages " like" each other and examining their geolocation, we find that news providers are more geographically confined than users. We devise a simple model of selective exposure that reproduces the observed connectivity patterns.
引用
收藏
页码:3035 / 3039
页数:5
相关论文
共 50 条
  • [41] Anatomy of audience duplication networks: How individual characteristics differentially contribute to fragmentation in news consumption and trust
    Peng, Yilang
    Yang, Tian
    NEW MEDIA & SOCIETY, 2022, 24 (10) : 2270 - 2290
  • [42] News packaging during a pandemic: A computational analysis of news diffusion via Facebook
    Hendrickx, Jonathan
    Van Remoortere, Annelien
    Opgenhaffen, Michael
    DISCOURSE & COMMUNICATION, 2023, 17 (06) : 701 - 720
  • [43] "I SHARED THE NEWS TODAY, OH BOY" News provision and interaction on Facebook
    Larsson, Anders Olof
    JOURNALISM STUDIES, 2018, 19 (01) : 43 - 61
  • [44] Curiosity in news consumption
    Qiu, Jingyi
    Golman, Russell
    APPLIED COGNITIVE PSYCHOLOGY, 2024, 38 (02)
  • [45] News Stories on the Facebook Platform: Millennials' Perceived Credibility of Online News Sponsored by News and Non-News Companies
    Johnson, Kirsten A.
    St John, Burton, III
    JOURNALISM PRACTICE, 2020, 14 (06) : 749 - 767
  • [46] Hiding in Plain Sight: The Anatomy of Malicious Pages on Facebook
    Dewan, Prateek
    Bagroy, Shrey
    Kumaraguru, Ponnurangam
    SOCIAL NETWORK BASED BIG DATA ANALYSIS AND APPLICATIONS, 2018, : 21 - 54
  • [47] SOCIALLY UNACCEPTABLE DISCOURSE ON THE FACEBOOK PAGES OF NEWS OUTLETS
    Vehovar, Vasja
    Povz, Blaz
    Fiser, Darja
    Ljubesic, Nikola
    Sulc, Ajda
    Jontes, Dejan
    TEORIJA IN PRAKSA, 2020, 57 (02): : 622 - +
  • [48] Asymmetric ideological segregation in exposure to political news on Facebook
    Gonzalez-Bailon, Sandra
    Lazer, David
    Barbera, Pablo
    Zhang, Meiqing
    Allcott, Hunt
    Brown, Taylor
    Crespo-Tenorio, Adriana
    Freelon, Deen
    Gentzkow, Matthew
    Guess, Andrew M.
    Iyengar, Shanto
    Kim, Young Mie
    Malhotra, Neil
    Moehler, Devra
    Nyhan, Brendan
    Pan, Jennifer
    Rivera, Carlos Velasco
    Settle, Jaime
    Thorson, Emily
    Tromble, Rebekah
    Wilkins, Arjun
    Wojcieszak, Magdalena
    de Jonge, Chad Kiewiet
    Franco, Annie
    Mason, Winter
    Stroud, Natalie Jomini
    Tucker, Joshua A.
    SCIENCE, 2023, 381 (6656) : 392 - 398
  • [49] Reliance on Facebook for news and its influence on political engagement
    David, Clarissa C.
    San Pascual, Ma. Rosel S.
    Torres, Ma. Eliza S.
    PLOS ONE, 2019, 14 (03):
  • [50] News framing of adolescents' use of Facebook in Taiwanese newspapers
    Tan, Yue
    COMMUNICATION AND CRITICAL-CULTURAL STUDIES, 2020, 17 (03) : 322 - 338