Fake News

material ID: fakenews

Related Papers

Automatic and Manual Web Annotations in an Infrastructure to handle Fake News and other Online Media Phenomena

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

Online media are ubiquitous and consumed by billions of people globally. Recently, however, several phenomena regarding online media have emerged that pose a severe threat to media consumption and reception …...

17634

Multi-Source Multi-Class Fake News Detection

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractFake news spreading through media outlets poses a real threat to the trustworthiness of information and detecting fake news has attracted increasing attention in recent years. Fake news is typically …...

5383

Learning Hierarchical Discourse-level Structure for Fake News Detection

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractOn the one hand, nowadays, fake news articles are easily propagated through various online media platforms and have become a grand threat to the trustworthiness of information. On the other …...

21945

A Real-Time System for Credibility on Twitter

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractNowadays, social media credibility is a pressing issue for each of us who are living in an altered online landscape. The speed of news diffusion is striking. Given the popularity …...

14083

BanFakeNews: A Dataset for Detecting Fake News in Bangla

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractObserving the damages that can be done by the rapid propagation of fake news in various sectors like politics and finance, automatic identification of fake news using linguistic analysis has …...

14894

Measuring the Impact of Readability Features in Fake News Detection

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractThe proliferation of fake news is a current issue that influences a number of important areas of society, such as politics, economy and health. In the Natural Language Processing area, …...

15487

What Was Written vs. Who Read It: News Media Profiling Using Text Analysis and Social Media Context

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractPredicting the political bias and the factuality of reporting of entire news outlets are critical elements of media profiling, which is an understudied but an increasingly important research direction. The …...

37837

Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractAlthough many fact-checking systems have been developed in academia and industry, fake news is still proliferating on social media. These systems mostly focus on fact-checking but usually neglect online users …...

29830

Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractThe widespread of fake news and misinformation in various domains ranging from politics, economics to public health has posed an urgent need to automatically fact-check information. A recent trend in …...

42759

Multimodal Fusion with Co-Attention Networks for Fake News Detection

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

Fake news with textual and visual contents has a better story-telling ability than text-only con- tents, and can be spread quickly with social media. People can be easily deceived by …...

33957

Applying Automatic Text Summarization for Fake News Detection

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractThe distribution of fake news is not a new but a rapidly growing problem. The shift to news consumption via social media has been one of the drivers for the …...

15571

Demystifying Neural Fake News via Linguistic Feature-Based Interpretation

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractThe spread of fake news can have devastating ramifications, and recent advancements to neural fake news generators have made it challenging to understand how misinformation generated by these models may …...

4650

Explainable Tsetlin Machine Framework for Fake News Detection with Credibility Score Assessment

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractThe proliferation of fake news, i.e., news intentionally spread for misinformation, poses a threat to individuals and society. Despite various fact-checking websites such as PolitiFact, robust detection techniques are required …...

14774

Rhetorical Structure Approach for Online Deception Detection: A Survey

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractMost information is passed on in the form of language. Therefore, research on how people use language to inform and misinform, and how this knowledge may be automatically extracted from …...

14489

Exploring Deceptive Domain Transfer Strategies: Mitigating the Differences among Deceptive Domains

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractDeceptive text poses a significant threat to users, resulting in widespread misinformation and disorder. While researchers have created numerous cutting-edge techniques for detecting deception in domain-specific settings, whether there is …...

19918

Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractDespite recent advances in detecting fake news generated by neural models, their results are not readily applicable to effective detection of human-written disinformation. What limits the successful transfer between them …...

37686