The current state of fake news: challenges and opportunities

被引:141
作者
Figueira, Alvaro [1 ,2 ]
Oliveira, Luciana [3 ,4 ]
机构
[1] INESC TEC, CRACS, Rua Campo Alegre 1021-1055, P-4169007 Porto, Portugal
[2] Univ Porto, Rua Campo Alegre 1021-1055, P-4169007 Porto, Portugal
[3] INESC TEC, CRACS, Rua Jaime Lopes Amorim S-N, P-4465004 Matosinhos, Portugal
[4] CEOSPP Polytech Porto, Rua Jaime Lopes Amorim S-N, P-4465004 Matosinhos, Portugal
来源
CENTERIS 2017 - INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS / PROJMAN 2017 - INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT / HCIST 2017 - INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERI | 2017年 / 121卷
关键词
Fake news detection; Social Media; Computer Science challenges;
D O I
10.1016/j.procs.2017.11.106
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The authenticity of Information has become a longstanding issue affecting businesses and society, both for printed and digital media. On social networks, the reach and effects of information spread occur at such a fast pace and so amplified that distorted, inaccurate or false information acquires a tremendous potential to cause real world impacts, within minutes, for millions of users. Recently, several public concerns about this problem and some approaches to mitigate the problem were expressed. In this paper, we discuss the problem by presenting the proposals into categories: content based, source based and diffusion based. We describe two opposite approaches and propose an algorithmic solution that synthesizes the main concerns. We conclude the paper by raising awareness about concerns and opportunities for businesses that are currently on the quest to help automatically detecting fake news by providing web services, but who will most certainly, on the long term, profit from their massive usage. (C) 2017 The Authors. Published by Elsevier B.V.
引用
收藏
页码:817 / 825
页数:9
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