Understanding the Personality of Contributors to Information Cascades in Social Media in Response to the COVID-19 Pandemic

被引：5

作者：

Nurbakova, Diana ^{[1
]}

Ermakova, Liana ^{[2
]}

Ovchinnikova, Irina ^{[3
]}

机构：

[1] Univ Lyon, LIRIS UMR CNRS 5205, INSA Lyon, Villeurbanne, France

[2] Univ Bretagne Occidentale, HCTI EA 4249, Brest, France

[3] Sechenov First Moscow State Med Univ, Moscow, Russia

来源：

20TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW 2020) | 2020年

关键词：

Personality traits; Sentiment analysis; Information cascades; Social media; COVID-19; THINKING;

D O I：

10.1109/ICDMW51313.2020.00016

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Social media have become a major source of health information for lay people. It has the power to influence the public's adoption of health policies and to determine the response to the current COVID-19 pandemic. The aim of this paper is to enhance understanding of personality characteristics of users who spread information about controversial COVID-19 medical treatments on Twitter.

引用

页码：45 / 52

页数：8

共 26 条

[1] Fake News, Fast and Slow: Deliberation Reduces Belief in False (but Not True) News Headlines [J].

Bago, Bence ;

Rand, David G. ;

Pennycook, Gordon .

JOURNAL OF EXPERIMENTAL PSYCHOLOGY-GENERAL, 2020, 149 (08) :1608-1613

[2] A THEORY OF FADS, FASHION, CUSTOM, AND CULTURAL-CHANGE AS INFORMATIONAL CASCADES [J].

BIKHCHANDANI, S ;

HIRSHLEIFER, D ;

WELCH, I .

JOURNAL OF POLITICAL ECONOMY, 1992, 100 (05) :992-1026

[3]

Boyd D, 2010, P ANN HICSS, P1657

[4]

Chen J., 2014, P 17 ACM C COMP SUPP, P405, DOI DOI 10.1145/2531602.2531608

[5] Revealing dimensions of thinking in open-ended self-descriptions: An automated meaning extraction method for natural language [J].

Chung, Cindy K. ;

Pennebaker, James W. .

JOURNAL OF RESEARCH IN PERSONALITY, 2008, 42 (01) :96-132

[6]

Costa P.T., 2008, The SAGE handbook of personality theory and assessment, V2, P179, DOI [DOI 10.4135/9781849200479.N9, 10.4135/9781849200479.n9]

[7] FACTOR STRUCTURE OF SOURCE CREDIBILITY SCALES FOR IMMEDIATE SUPERIORS IN ORGANIZATIONAL CONTEXT [J].

FALCIONE, RL .

CENTRAL STATES SPEECH JOURNAL, 1974, 25 (01) :63-66

[8]

Galuba W., 3 WORKSH ONL SOC NET

[9]

Herzig Jonathan., 2016, P 2016 C US MOD AD P, P115

[10]

Jung C., 2016, ROUTLEDGE CLASSICS

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