A Stylometric Inquiry into Hyperpartisan and Fake News
Martin Potthast Johannes Kiesel Kevin Reinartz Janek Bevendorff Benno Stein Affiliation: [1ex] Bauhaus-Universität Weimar Affiliation: <<first name>>.<<last
Abstract
This paper reports on a writing style analysis of hyperpartisan (i.e., extremely one-sided) news in connection to fake news. It presents a large corpus of 1,627 articles that were manually fact-checked by professional journalists from BuzzFeed. The articles originated from 9 well-known political publishers, 3 each from the mainstream, the hyperpartisan left-wing, and the hyperpartisan right-wing. In sum, the corpus contains 299 fake news, 97% of which originated from hyperpartisan publishers.
原文 arXiv:1702.05638;中英对照 + 大白话阅读 https://aha.fim.ai/paper/1702.05638v1