Collective attention in the age of (mis)information

被引:82
作者
Mocanu, Delia [1 ]
Rossi, Luca [1 ]
Zhang, Qian [1 ]
Karsai, Marton [2 ]
Quattrociocchi, Walter [1 ,3 ]
机构
[1] Northeastern Univ, Lab Modeling Biol & Sociotech Syst, Boston, MA 02115 USA
[2] ENS Lyon, Lab Informat Parallelisme, INRIA UMR 5668, IXXI, F-69364 Lyon, France
[3] IMT Lucca Inst Adv Studies, Lab Computat Social Sci, CSSLab, I-55100 Lucca, Italy
关键词
Misinformation; Collective narratives; Online social network; CONSPIRACY THEORIES; MISINFORMATION; SCIENCE;
D O I
10.1016/j.chb.2015.01.024
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
In this work we study, on a sample of 2.3 million individuals, how Facebook users consumed different information at the edge of political discussion and news during the last Italian electoral competition. Pages are categorized, according to their topics and the communities of interests they pertain to, in (a) alternative information sources (diffusing topics that are neglected by science and main stream media); (b) online political activism; and (c) main stream media. We show that attention patterns are similar despite the different qualitative nature of the information, meaning that unsubstantiated claims (mainly conspiracy theories) reverberate for as long as other information. Finally, we classify users according to their interaction patterns among the different topics and measure how they responded to the injection of 2788 false information. Our analysis reveals that users which are prominently interacting with conspiracists information sources are more prone to interact with intentional false claims. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1198 / 1204
页数:7
相关论文
共 43 条
  • [1] Adamic LA, 2005, P 3 INT WORKSH LINK, P36
  • [2] [Anonymous], 1946, Public Opinion
  • [3] [Anonymous], 2012, SEMPLICEMENTEME
  • [4] [Anonymous], 2013, WEF REPORT
  • [5] [Anonymous], 2013, ANATOMY LARGE FACEBO
  • [6] [Anonymous], 2011, CONSP THEOR CRIT
  • [7] [Anonymous], 1999, COLLECTIVE INTELLIGE
  • [8] RELIGIOUS AND SACRED IMPERATIVES IN HUMAN CONFLICT
    Atran, Scott
    Ginges, Jeremy
    [J]. SCIENCE, 2012, 336 (6083) : 855 - 857
  • [9] A theoretical review of the misinformation effect: Predictions from an activation-based memory model
    Ayers, MS
    Reder, LM
    [J]. PSYCHONOMIC BULLETIN & REVIEW, 1998, 5 (01) : 1 - 21
  • [10] Bauer Martin., 1997, Resistance to new technology: nuclear power, information technology and biotechnology