BREAKING! Presenting Fake News Corpus For Automated Fact Checking

被引：0

作者：

Pathak, Archita ^{[1
]}

Srihari, Rohini K. ^{[1
]}

机构：

[1] SUNY Buffalo, New York, NY 14260 USA

来源：

57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019:): STUDENT RESEARCH WORKSHOP | 2019年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Popular fake news articles spread faster than mainstream articles on the same topic which renders manual fact checking inefficient. At the same time, creating tools for automatic detection is as challenging due to lack of dataset containing articles which present fake or manipulated stories as compelling facts. In this paper, we introduce manually verified corpus of compelling fake and questionable news articles on the USA politics, containing around 700 articles from Aug-Nov, 2016. We present various analyses on this corpus and finally implement classification model based on linguistic features. This work is still in progress as we plan to extend the dataset in the future and use it for our approach towards automated fake news detection.

引用

页码：357 / 362

页数：6

共 50 条

[21] Covid-19 and fake news: analysis of the veryfyed news at the website "Fact or fake"
da Silva, Marcelli Alves
Medeiros, Frida Barbara
Ceretta Correo, Kellen Alves
CHASQUI-REVISTA LATINOAMERICANA DE COMUNICACION, 2021, (145): : 119 - 136
[22] Fakepedia Corpus: A Flexible Fake News Corpus in Portuguese
Charles, Anderson Cordeiro
Ruback, Livia
Oliveira, Jonice
COMPUTATIONAL PROCESSING OF THE PORTUGUESE LANGUAGE, PROPOR 2022, 2022, 13208 : 37 - 45
[23] Combating COVID-19 fake news on social media through fact checking: antecedents and consequences
Schuetz, Sebastian W.
Sykes, Tracy Ann
Venkatesh, Viswanath
EUROPEAN JOURNAL OF INFORMATION SYSTEMS, 2021, 30 (04) : 376 - 388
[24] The fact checking and critical thinking to fight against fake news: digital literacy as a communicative and educational challenge
Gallardo-Camacho, Jorge
Marta-Lazo, Carmen
JOURNAL OF LEARNING STYLES, 2020, 13 (26): : 4 - 6
[25] Breaking the news: Belief in fake news and conspiracist beliefs
Anthony, Angela
Moulding, Richard
AUSTRALIAN JOURNAL OF PSYCHOLOGY, 2019, 71 (02) : 154 - 162
[26] A Survey on Automated Fact-Checking
Guo, Zhijiang
Schlichtkrull, Michael
Vlachos, Andreas
TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, 2022, 10 : 178 - 206
[27] Automated fact-checking: A survey
Zeng, Xia
Abumansour, Amani S.
Zubiaga, Arkaitz
LANGUAGE AND LINGUISTICS COMPASS, 2021, 15 (10):
[28] The rapid diffusion of fake news: An analysis of content on migration, refugees, and conflict on international fact-checking platforms
Olaru, Gabriela Oana
CONNECTIST-ISTANBUL UNIVERSITY JOURNAL OF COMMUNICATION SCIENCES, 2023, (65):
[29] FACT-CHECKING VS. FAKE NEWS: CONFIRMATION JOURNALISM AS A TOOL OF MEDIA LITERACY AGAINST MISINFORMATION
Lotero-Echeverri, Gabriel
Romero-Rodriguez, Luis M.
Perez-Rodriguez, Amor
INDEX COMUNICACION, 2018, 8 (02): : 295 - 316
[30] Combatting Visual Fake News with a Professional Fact-Checking Tool in Education in France, Romania, Spain and Sweden
Nygren, Thomas
Guath, Mona
Axelsson, Carl-Anton Werner
Frau-Meigs, Divina
INFORMATION, 2021, 12 (05)

← 1 2 3 4 5 →