Fake or real? That is the question, even in the context of languages. In this course project, we are given the task of distinguishing real Broadcast News articles from fake “articles” generated by a trigram model trained from the 100 million word corpus of Broadcast News articles from 1992–1996. This task is clearly not difficult for humans, while machines are not as smart as us to tell whether...

Pervasive usage and the development of social media networks have provided platform for fake news to spread fast among people. Fake often misleads people creates wrong society perceptions. The low-quality in has negatively affected individuals society. In this study, we proposed an ensemble-based deep learning model classify as or real using LIAR dataset. Due nature dataset attributes, two mode...

Indirectresponsetotheriseinfakenewsasasocio-culturalandpoliticalphenomenon,thisarticle presentsananalysisofthefactorsthatmayhelptoexplainthereceptionoffakenews.Inaddition, recentpronouncementsmadebytheTrumpWhiteHouseseemtochallengethenatureofanobjective truth.Animmersivenarratologyemphasizesthatdifferentuniversesofdiscoursecanintermi...

News media literacy education is gaining increased attention in the age of fake news and post-truth America. However, as with any pedagogical goal, it important to be able evaluate success delivery. In a survey built on existing frameworks, 1476 students at large Canadian polytechnic answered questions about their own literacy, acumen, consumption habits. Analysis data suggests that conscientio...

T he year 2015 may be regarded as the most environmentally significant year in history: the Paris agreement on climate change and the 2030 agenda for sustainable development are two unprecedented international agreements that together provide a roadmap to achieve a low-carbon, climate-resilient world and to eradicate global poverty. However, given the implementation of these agreements is large...

We present a system for the detection of the stance of headlines with regard to their corresponding article bodies. The approach can be applied in fake news, especially clickbait detection scenarios. The component is part of a larger platform for the curation of digital content; we consider veracity and relevancy an increasingly important part of curating online information. We want to contribu...

. More and more people choose to obtain news online in today’s world. However, in recent times, there exists many fake claims on web. Rumor detection has been a popular topic. Recent search on truth discovery still doesn’t satisfy the realistic requirments now. As most of them focus on structured data, others proposed a new method to detect fake news with unstructured data. That is combine sour...