Reverse-Engineering Satire, or "Paper on Computational Humor Accepted Despite Making Serious Advances"

Humor is an essential human trait. Efforts to understand humor have called out links between humor and the foundations of cognition, as well as the importance of humor in social engagement. As such, it is a promising and important subject of study, with relevance for artificial intelligence and human-computer interaction. Previous computational work on humor has mostly operated at a coarse level of granularity, e.g., predicting whether an entire sentence, paragraph, document, etc., is humorous. As a step toward deep understanding of humor, we seek fine-grained models of attributes that make a given text humorous. Starting from the observation that satirical news headlines tend to resemble serious news headlines, we build and analyze a corpus of satirical headlines paired with nearly identical but serious headlines. The corpus is constructed via Unfun.me, an online game that incentivizes players to make minimal edits to satirical headlines with the goal of making other players believe the results are serious headlines. The edit operations used to successfully remove humor pinpoint the words and concepts that play a key role in making the original, satirical headline funny. Our analysis reveals that the humor tends to reside toward the end of headlines, and primarily in noun phrases, and that most satirical headlines follow a certain logical pattern, which we term false analogy. Overall, this paper deepens our understanding of the syntactic and semantic structure of satirical news headlines and provides insights for building humor-producing systems.Comment: Proceedings of the 33rd AAAI Conference on Artificial Intelligence, 201

Search Engine Optimisation in UK news production

This is an Author's Accepted Manuscript of an article published in Journalism Practice, 5(4), 462 - 477, 2011, copyright Taylor & Francis, available online at: http://www.tandfonline.com/10.1080/17512786.2010.551020.This paper represents an exploratory study into an emerging culture in UK online newsrooms—the practice of Search Engine Optimisation (SEO), which assesses its impact on news production. Comprising a short-term participant observational case study at a national online news publisher, and a series of semi-structured, in-depth interviews with SEO professionals at three further UK media organisations, the author sets out to establish how SEO is operationalised in the newsroom, and what consequences these practices have for online news production. SEO practice is found to be varied and application is not universal. Not all UK news organisations are making the most of SEO even though some publishers take a highly sophisticated approach. Efforts are constrained by time, resources and management support, as well as off-page technical issues. SEO policy is found, in some cases, to inform editorial policy, but there is resistance to the principal of SEO driving decision-making. Several themes are established which call for further research

The Físchlár-News-Stories system: personalised access to an archive of TV news

The “Físchlár” systems are a family of tools for capturing, analysis, indexing, browsing, searching and summarisation of digital video information. Físchlár-News-Stories, described in this paper, is one of those systems, and provides access to a growing archive of broadcast TV news. Físchlár-News-Stories has several notable features including the fact that it automatically records TV news and segments a broadcast news program into stories, eliminating advertisements and credits at the start/end of the broadcast. Físchlár-News-Stories supports access to individual stories via calendar lookup, text search through closed captions, automatically-generated links between related stories, and personalised access using a personalisation and recommender system based on collaborative filtering. Access to individual news stories is supported either by browsing keyframes with synchronised closed captions, or by playback of the recorded video. One strength of the Físchlár-News-Stories system is that it is actually used, in practice, daily, to access news. Several aspects of the Físchlár systems have been published before, bit in this paper we give a summary of the Físchlár-News-Stories system in operation by following a scenario in which it is used and also outlining how the underlying system realises the functions it offers

News on the Internet

Newspapers are in trouble. Circulation and advertising are down as readers shift from print to online media. Although changing reader preferences and the loss of lucrative classified advertising to online sources are major worries, the news media seems preoccupied with news aggregators and bloggers who distribute news content on the internet without permission. Newspapers are not the only ones worried about the unauthorized distribution of their news on the internet. Financial services companies are unhappy about the distribution of their hot stock recommendations and other content providers seek to control online news ranging from movie schedules to business ratings. Traditional copyright doctrine offers varying degrees of protection for the literary format of the news — broad in scope for the text of news stories, narrower and less certain for smaller expressions like news headlines and leads. Content providers want more. They seek to control the online distribution not just of their literary forms, but of the very facts that are the news itself. The battle is being waged on two fronts. One involves an attempt to extend the traditional scope of copyright beyond the protection of expression into the previously forbidden realm of facts. The second front involves efforts by content providers to enlist the century-old common law tort of misappropriation. The reemergence of the misappropriation tort from the shadow of federal copyright law is somewhat improbable, resting as it does on a single paragraph of legislative history, extracted from an ABA Committee Report, that was directed at a portion of the copyright revision bill that was never actually enacted. Nevertheless, its application to news on the internet has been cheered by many commentators. This Article examines the recent attempts by content providers to gain control over facts through federal copyright law and the common law tort of misappropriation

A Survey on Event-based News Narrative Extraction

Narratives are fundamental to our understanding of the world, providing us with a natural structure for knowledge representation over time. Computational narrative extraction is a subfield of artificial intelligence that makes heavy use of information retrieval and natural language processing techniques. Despite the importance of computational narrative extraction, relatively little scholarly work exists on synthesizing previous research and strategizing future research in the area. In particular, this article focuses on extracting news narratives from an event-centric perspective. Extracting narratives from news data has multiple applications in understanding the evolving information landscape. This survey presents an extensive study of research in the area of event-based news narrative extraction. In particular, we screened over 900 articles that yielded 54 relevant articles. These articles are synthesized and organized by representation model, extraction criteria, and evaluation approaches. Based on the reviewed studies, we identify recent trends, open challenges, and potential research lines.Comment: 37 pages, 3 figures, to be published in the journal ACM CSU

Las elecciones presidenciales de Estados Unidos desde la perspectiva de la prensa europea

Public relations strategies based on dramatization are key tools to achieving success in electoral campaigns. Press offices play a fundamental role as theatre directors, turning their leaders into great actors. What at first glance would look like a theatrical performance is, more than ever, what happened in the US presidential elections. Newspapers are intensifying the use of visual elements to reinforce the news. This research paper analyses 2,463 articles from eight digital newspapers in four countries to learn about the impact of visuals and dramatization on the European press. It seems paradoxical that the progressive newspapers devoted more articles to Trump than the conservative newspapers. A lack of time on the part of the journalists? What is certain is that the visuals prepared by Trump’s press office and his perfectly designed public appearances, were reproduced by the media. The study shows that the progressive newspapers analysed have contributed to giving Trump greater visibility in Europe

The reach of commercially motivated junk news on Facebook

Commercially motivated junk news -- i.e. money-driven, highly shareable clickbait with low journalistic production standards -- constitutes a vast and largely unexplored news media ecosystem. Using publicly available Facebook data, we compared the reach of junk news on Facebook pages in the Netherlands to the reach of Dutch mainstream news on Facebook. During the period 2013-2017 the total number of user interactions with junk news significantly exceeded that with mainstream news. Over 5 Million of the 10 Million Dutch Facebook users have interacted with a junk news post at least once. Junk news Facebook pages also had a significantly stronger increase in the number of user interactions over time than mainstream news. Since the beginning of 2016 the average number of user interactions per junk news post has consistently exceeded the average number of user interactions per mainstream news post.Comment: 18 pages, 4 figures, submitted pre-prin