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News article topic classification can enable automatic tagging of articles for online news repositories and the aggregation of news sources by topic (e.g. google news), as well as provide the basis for news recommendation systems. More broadly, given the social and political im-pact of news and media, communications specialists and
3. Previous definitions of fake news 3.1. False news One common definition has it that fake news is simply false news (see, e.g. Levy 2017). This seems to be how President Trump uses the term, calling any reporting with whichhe disagrees‘fakenews.’ Thisdefinitioncertainly captures the aforementioned examples of fake news. For instance, the
Google's news page uses a computer algorithm to select headlines from thousands of news sites — creating a global news-stand, of sorts. And media outlets from Fox News and the Drudge Report to individual weblogs offer the kind of opinionated slant to the news that Negroponte envisioned. But is the future of online news simply a con-
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two of the largest players in US news media industry, Google News and The Associated Press (AP). Google News is among the most-read news aggregators, automating the aggregation of news content from 25,000 news sources. The Associated Press is a prominent content provider and was created in 1846 to fund news-gathering activities between its newspaper
News aggregation is a state-of-the-art approach to let readers overview the large amount of news that is produced nowadays. The analysis workflows of most news aggregators find the most important news articles and summarize them for users. This typically involves the following steps [16]: 1. Data gathering, i.e., crawl articles from news websites.
Episode #102: What is the global effect of fake news? The Guardian on fake news algorithms for Facebook, a Stanford research paper, Wiki on fake news, fake news on social media about shooting in Las Vegas, the history of fake news. Leading thinkers are breaking their heads over how to stem
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platform . Daily news editors are divided between units focused on soft news—entertainment, science, celebrity gossip, sport—and those on hard news—crime, politics, the economy . They must produce news articles at a fast pace, often several each per day . Twitter provides them an efficient means of monitoring other journalists
ing that news departments produce double-digit profits. As a result, government and foreign news coverage was slashed and often replaced by cheaper-to-produce celeb-rity gossip, media critics say. The squeeze on news departments became even more intense when online news outlets began to produce even . more competition for viewers' attention. 1