The Kauwa-Kaate Fake News Detection System: Demo

被引:8
作者
Bagade, Abhishek [1 ]
Pale, Ashwini [1 ]
Sheth, Shreyans [1 ,2 ]
Agarwal, Megha [1 ]
Chakrabarti, Soumen [1 ]
Chebrolu, Kameswari [1 ]
Sudarshan, S. [1 ]
机构
[1] Indian Inst Technol, Bombay, Maharashtra, India
[2] CMU, Pittsburgh, PA USA
来源
PROCEEDINGS OF THE 7TH ACM IKDD CODS AND 25TH COMAD (CODS-COMAD 2020) | 2020年
关键词
fake news; fact checking; information retrieval;
D O I
10.1145/3371158.3371402
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Fake news spread via social media is a major problem today. It is not easy with current-generation tools to check if a particular article is genuine or contains fake news. While there are many -Web sites today that debunk viral fake news, checking if a particular article has been debunked or is true is not easy for an end-user. Search engines like Google do not make it easy to check a complete article since they limit the number of query keywords. In this paper, we outline the architecture of the Kauwa-Kaate system for factchecking articles. Queried articles are searched against articles crawled from fact-checking sites, as well as against articles crawled from trusted news sites. Our system supports querying based on text as well as on images and video; the latter features are very important since many fake news articles are based on images and videos. We also describe the user interfaces which we will use to demonstrate the Kauwa-Kaate system.
引用
收藏
页码:302 / 306
页数:5
相关论文
共 10 条
[1]  
IBM corporation, 2018, NATURAL LANGUAGE PRO
[2]   Combating Fake News: A Data Management and Mining Perspective [J].
Lakshmanan, Laks V. S. ;
Simpson, Michael ;
Thirumuruganathan, Saravanan .
PROCEEDINGS OF THE VLDB ENDOWMENT, 2019, 12 (12) :1990-1993
[3]  
Popat Kashyap, 2018, CREDEYE CREDIBILITY
[4]  
Samadi M, 2016, AAAI CONF ARTIF INTE, P222
[5]  
ScrapingHub, 2018, SCRAP FRAM EXTR DAT
[6]   dEFEND: Explainable Fake News Detection [J].
Shu, Kai ;
Cui, Limeng ;
Wang, Suhang ;
Lee, Dongwon ;
Liu, Huan .
KDD'19: PROCEEDINGS OF THE 25TH ACM SIGKDD INTERNATIONAL CONFERENCCE ON KNOWLEDGE DISCOVERY AND DATA MINING, 2019, :395-405
[7]   An overview of the tesseract OCR engine [J].
Smith, Ray .
ICDAR 2007: NINTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS I AND II, PROCEEDINGS, 2007, :629-633
[8]   Relevant Document Discovery for Fact-Checking Articles [J].
Wang, Xuezhi ;
Yu, Cong ;
Baumgartner, Simon ;
Korn, Flip .
COMPANION PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE 2018 (WWW 2018), 2018, :525-533
[9]  
Wong H. C., 2002, P IEEE INT C IM PROC
[10]  
Yang Fan, 2019, WORLD WID WEB C WWW