scholarly journals A Semantic Preprocessing Framework for Breaking News Detection to Support Future Drone Journalism Services

2022 ◽  
Vol 14 (1) ◽  
pp. 26
Author(s):  
Michail Niarchos ◽  
Marina Eirini Stamatiadou ◽  
Charalampos Dimoulas ◽  
Andreas Veglis ◽  
Andreas Symeonidis

Nowadays, news coverage implies the existence of video footage and sound, from which arises the need for fast reflexes by media organizations. Social media and mobile journalists assist in fulfilling this requirement, but quick on-site presence is not always feasible. In the past few years, Unmanned Aerial Vehicles (UAVs), and specifically drones, have evolved to accessible recreational and business tools. Drones could help journalists and news organizations capture and share breaking news stories. Media corporations and individual professionals are waiting for the appropriate flight regulation and data handling framework to enable their usage to become widespread. Drone journalism services upgrade the usage of drones in day-to-day news reporting operations, offering multiple benefits. This paper proposes a system for operating an individual drone or a set of drones, aiming to mediate real-time breaking news coverage. Apart from the definition of the system requirements and the architecture design of the whole system, the current work focuses on data retrieval and the semantics preprocessing framework that will be the basis of the final implementation. The ultimate goal of this project is to implement a whole system that will utilize data retrieved from news media organizations, social media, and mobile journalists to provide alerts, geolocation inference, and flight planning.

2020 ◽  
pp. 000486742096980
Author(s):  
Mark Sinyor ◽  
Marissa Williams ◽  
Rabia Zaheer ◽  
Raisa Loureiro ◽  
Jane Pirkis ◽  
...  

Objective: A growing body of research has established that specific elements of suicide-related news reporting can be associated with increased or decreased subsequent suicide rates. This has not been systematically investigated for social media. The aim of this study was to identify associations between specific social media content and suicide deaths. Methods: Suicide-related tweets ( n = 787) geolocated to Toronto, Canada and originating from the highest level influencers over a 1-year period (July 2015 to June 2016) were coded for general, putatively harmful and putatively protective content. Multivariable logistic regression was used to examine whether tweet characteristics were associated with increases or decreases in suicide deaths in Toronto in the 7 days after posting, compared with a 7-day control window. Results: Elements independently associated with increased subsequent suicide counts were tweets about the suicide of a local newspaper reporter (OR = 5.27, 95% CI = [1.27, 21.99]), ‘other’ social causes of suicide (e.g. cultural, relational, legal problems; OR = 2.39, 95% CI = [1.17, 4.86]), advocacy efforts (OR = 2.34, 95% CI = [1.48, 3.70]) and suicide death (OR = 1.52, 95% CI = [1.07, 2.15]). Elements most strongly independently associated with decreased subsequent suicides were tweets about murder suicides (OR = 0.02, 95% CI = [0.002, 0.17]) and suicide in first responders (OR = 0.17, 95% CI = [0.05, 0.52]). Conclusions: These findings largely comport with the theory of suicide contagion and associations observed with traditional news media. They specifically suggest that tweets describing suicide deaths and/or sensationalized news stories may be harmful while those that present suicide as undesirable, tragic and/or preventable may be helpful. These results suggest that social media is both an important exposure and potential avenue for intervention.


2021 ◽  
pp. 205943642110173
Author(s):  
Zenan Chen ◽  
Xiaoge Xu

“To follow and to be followed” has become the new normal in news communication in the age of social media. News audience follow news via social media while they are being followed by news anytime anywhere. This new normal has created a pressing need to investigate whether social media have brought any changes to both party-controlled and market-oriented news media in China in reporting crises. Comparing Xinhua News Agency (party-controlled) and The Paper (market-oriented), this study investigated how they reported COVID-19 and how their news consumers engaged with their COVID-19 news stories on Jinri Toutiao, a popular and yet special form of social media. This study found that Xinhua News Agency continued to stay overwhelmingly positive, while The Paper was more neutral in reporting the health crisis. Xinhua News Agency was surprisingly more episodic than The Paper in framing the pandemic. The Paper, however, had a higher level of user engagement than Xinhua News Agency. To cater to the changing news-seeking behaviors and patterns, both party-controlled and market-oriented news media have changed their operations, but not their fundamental orientations.


Communication ◽  
2019 ◽  
Author(s):  
Susana Salgado

Interpretive journalism has been defined in extant research as a style of news reporting that is opposed to descriptive journalism. Rather than simply describing what happened and providing source-driven and fact-focused accounts, it provides journalistic interpretation and analysis through explanations, evaluations, contextualizations, or speculations by the journalist. The prominent role of the journalist in news coverage is linked to the disbelief in value-free facts and in interest-free sources, thus making it necessary to explain the context and interpret the relevance and impact of facts, events, and statements. Interpretive journalism is thus a style of reporting centered on the journalist to the detriment of sources, which empowers journalists, by giving them more control over content, through the selection of themes and the possibility of adding new meaning to news stories. This style of journalism thus potentially impacts on the purpose and tone of news reports as well. It can take the form of signaled comment and analysis or of journalistic interpretations intermixed in straight news stories. The latter has been pointed as problematic, as it gives the journalist tools to induce certain ideas or evaluations in the audiences’ mind, without explicitly warning that those are the journalist’s own interpretations. Interpretive journalism has been often the subject of normative evaluations. It still is controversial in the journalistic cultures that are most committed to objectivity in guiding news narratives, and in other cases it is interconnected with the role of journalism as the fourth estate and its contribution to the healthy functioning of democracy. Some critics consider that it introduces subjectivity and partisan (and other) bias in the news reports, which can, for this reason, discredit journalists and journalism itself. Despite the criticism, interpretive journalism is not recent; in fact, it is rooted in the inception of journalism itself. Newsweekly journalism is the most acknowledged and one of the earliest forms of interpretive journalism: it is substantiated by the fact that daily news media provide the facts, and the purpose of weekly news media outlets is to provide the interpretation of those facts. But interpretive journalism can be found in any type of media outlet. The idea that journalists should not only report the increasingly complex world, but also explain and interpret it, has become relatively widespread today, especially given the impact of the Internet on the amount of news media outlets and information available stemming from all kinds of sources, including shady sources. In fact, in today’s complex media environments, the relevance of interpretive journalism may increase, in the sense that it could be regarded as journalists’ important comparative advantage, when any person can now publish/post information. In research, interpretive journalism has been the subject of multiple approaches and it has been mixed with other concepts. Given that these other concepts always attribute a central role to the journalist and to her/his interpretations, interpretive journalism could be viewed as an umbrella concept.


Author(s):  
Madelyn Rose Sanfilippo ◽  
Yafit Lev-Aretz

In the face of media mistrust and increasing scrutiny over fake news, the fourth estate traditional power-check functions, as well as its esteem, are in jeopardy. Changes in news reporting and dissemination, including social media and new technologies have greatly reshaped the information environments of an informed electorate within American democracy. While much scholarly progress has been made in studying the socio-political impact of social media, similar critical attention has not been given to some of the technological changes in news dissemination. Research has begun to analyze attitudinal changes, as well as documented general information-saturation culture and online civility. It is not clear if these are related within the context of breaking news, raising distinct research questions, including: How have objectivity and sentiment changed in media representations over time? How have push notifications, as an increasingly popular and exemplar technological change in news dissemination, influenced these representations? This paper addresses these questions by exploring a case comparison between representations of two historically parallel breaking news stories, U.S. President Nixon firing special prosecutor Archibald Cox in 1973 and President Trump firing FBI Director James Comey in 2017, through computational textual analysis. While headlines and push notifications vary significantly by news providers, push notifications are similar across platforms in distinguishing characteristics such as emotionally loaded and subjective language. Both of these are defining elements of fake and deceptive news and may potentially account for some media distrust recently.


2021 ◽  
pp. 175048132098209
Author(s):  
Mark Nartey ◽  
Hans J Ladegaard

The activities of Fulani nomads in Ghana have gained considerable media attention and engendered continuing public debate. In this paper, we analyze the prejudiced portrayals of the nomads in the Ghanaian news media, and how these contribute to an exclusionist and a discriminatory discourse that puts the nomads at the margins of Ghanaian society. The study employs a critical discourse analysis framework and draws on a dataset of 160 articles, including news stories, editorials and op-ed pieces. The analysis reveals that the nomads are discursively constructed as undesirables through an othering process that centers on three discourses: a discourse of dangerousness/criminalization, a discourse of alienization, and a discourse of stigmatization. This anti-nomad/Fulani rhetoric is evident in the choice of sensational headlines, alarmist news content, organization of arguments, and use of quotations. The paper concludes with a call for more balanced and critical news reporting on the nomads, especially since issues surrounding them border on national cohesion and security.


2018 ◽  
Vol 41 (5) ◽  
pp. 689-707
Author(s):  
Tanya Notley ◽  
Michael Dezuanni

Social media use has redefined the production, experience and consumption of news media. These changes have made verifying and trusting news content more complicated and this has led to a number of recent flashpoints for claims and counter-claims of ‘fake news’ at critical moments during elections, natural disasters and acts of terrorism. Concerns regarding the actual and potential social impact of fake news led us to carry out the first nationally representative survey of young Australians’ news practices and experiences. Our analysis finds that while social media is one of young people’s preferred sources of news, they are not confident about spotting fake news online and many rarely or never check the source of news stories. Our findings raise important questions regarding the need for news media literacy education – both in schools and in the home. Therefore, we consider the historical development of news media literacy education and critique the relevance of dominant frameworks and pedagogies currently in use. We find that news media has become neglected in media literacy education in Australia over the past three decades, and we propose that current media literacy frameworks and pedagogies in use need to be rethought for the digital age.


Journalism ◽  
2018 ◽  
Vol 21 (5) ◽  
pp. 633-651 ◽  
Author(s):  
Theo Araujo ◽  
Toni GLA van der Meer

Since news circulation increasingly takes place online, the public has gained the capacity to influence the salience of topics on the agenda, especially when it comes to social media. Considering increased scrutiny about organizations, this study aims to understand what causes heightened activity to organization-related topics among Twitter users. We explore the extent to which news value theory, news coverage, and influential actors can explain peaks in Twitter activity about organizations. Based on a dataset of 1.8 million tweets about 18 organizations, the findings show that the news values social impact, geographical closeness, facticity, as well as certain influential actors, can explain the intensity of online activities. Moreover, the results advocate for a more nuanced understanding of the relation between news media and social media users, as indications of reversed agenda-setting patterns were observed.


2020 ◽  
Vol Volume 4 (Issue 2) ◽  
pp. 478-496
Author(s):  
Farrukh Shahzad ◽  
Prof. Dr. Syed Abdul Siraj

Inter-media agenda setting is a commonly used phenomenon to investigate the transfer of contents between news media. The recent digitization era challenges the traditional presuppositions. This study investigates the inter-media agenda setting influence between social media and traditional media. To address this question, the present study investigates first level agenda setting between Twitter and ARY news during Farishta murder case 2019. Content analysis method was used to assess agendas present within Twitter and ARY news. By employing cross-lagged correlation, the study investigates the inter-media agenda setting influence between Twitter agendas and of ARY news agendas. Aggregate findings of cross-lagged correlation reveal a clear agenda setting influence of Twitter on ARY news coverage agenda about Farishta murder case. The results of the study suggest that Twitter has the capability to influence broadcast agendas of television in Pakistan


2016 ◽  
Vol 12 (1) ◽  
pp. 127
Author(s):  
Guðbjörg Hildur Kolbeins

By employing the theoretical framework of framing, the present paper attempts to examine the Icelandic media’s coverage of the 2013 parliamentary election by paying particular attention to coverage of public opinion polls and the policies of the political parties, i.e. the “horse-race” frame and the issue frame, and to examine media’s reliance on experts for interpretation of election news. Seven online news media, two newspapers, two radio stations and two television channels were monitored for 25 days prior to Election Day, i.e. from April 2 to April 26, 2013, - resulting in 1377 election news stories. The findings show, for example, that 29.8% of all the election news stories had public opinion polls as their primary angle while 12% of the stories were primarily issue-oriented. In addition, the media rely on experts for interpretation of the polls; five of the 10 most interviewed or quoted sources on public opinion surveys were political science experts who were affiliated with universities. Finally, news coverage of polls was generally amplified as media outlets had a tendency to report on public opinion polls that were commissioned by other media.


2018 ◽  
Vol 20 (10) ◽  
pp. 3858-3878 ◽  
Author(s):  
Mark A Rademacher

How people with ostomies—a surgically created opening in the body that expels bodily wastes—use social media to challenge ostomy stigma represents a growing area of research, especially the creation, posting, and circulation of ostomy selfies within online health communities. This project contributes to this research by examining reactions by a mass audience to news stories about a viral ostomy selfie posted by ostomate Bethany Townsend to a Crohn’s disease Facebook page. By analyzing the user-generated comments associated with this news coverage, this study illuminates how ostomy selfies are interpreted outside the highly sympathetic audiences that populate online health communities. Analysis reveals positive and negative reactions, posted by ostomates and non-ostomates alike, coexist within the comments. Implications of the conflicting reactions to ostomies, in general, and ostomy selfies, in particular, are discussed with regard to the effort to destigmatize ostomies in society.


Sign in / Sign up

Export Citation Format

Share Document