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revistas

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1386-6710

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España

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Use of artificial intelligence in synthetic media: first newsrooms without journalists

María-José Ufarte-RuizORCID; Francisco-José Murcia-VerdúORCID; José-Miguel Túñez-LópezORCID

<jats:p>The boom in artificial intelligence and automated technology in the journalistic profession has given rise to what are called synthetic media (Crusafon, 2022), media outlets that produce and publish texts, audio, videos, and other news content through processes executed solely by algorithms, without any intervention from journalists. This research has several objectives: to identify the first synthetic media outlets already operating, to describe how these newsrooms without journalists work, to better understand the type of content they produce, and to find out whether these are isolated and ephemeral operations or if, on the contrary, they mark the beginning of a trend toward journalism without the direct intervention of journalists. To this end, we have used an exploratory methodology, enabling us to identify four synthetic media outlets, which have been taken as an analysis sample: JX Press Corp (Japan); Reuters News Tracer (United Kingdom), News Republic (France), and Videre AI (Spain). An analysis of the news content on each project’s web pages was combined with in-depth semistructured interviews with the heads of technology and communication of the three European ventures. The Japanese initiative has no human staff, so its chatbot was the only way to obtain information. The purpose was to learn about the initiatives’ news production process, their impact on the journalistic profession, and their viability. This analysis helps demonstrate that the journalistic world’s reliance on artificial intelligence is becoming increasingly evident and that communication agencies are the first companies to invest in developing and distributing synthetic content to benchmark media. These initiatives, although still limited, are the most recent step in the process of gradually integrating artificial intelligence into news production.</jats:p>

Palabras clave: Library and Information Sciences; Information Systems; General Earth and Planetary Sciences; General Environmental Science.

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The science of team science (SciTS): An emerging and evolving field of interdisciplinary collaboration

Ying HuangORCID; Xiaoting LiuORCID; Ruinan LiORCID; Lin ZhangORCID

<jats:p>In recent years, collaboration within a team to solve complicated scientific and social problems has attracted growing popularity. In particular, many complex challenges and opportunities require expertise and skills across disciplinary, organizational, and cultural boundaries. However, rapid growth in the demand for scientific collaboration has outpaced changes in the factors needed to support scientific teams. Also, scientific results are not simply a combination of different working results; understanding how teams work and what causes them to fail or succeed is of the utmost importance. Thus, the Science of Team Science (SciTS), an emerging interdisciplinary research area, has emerged as a way of understanding and managing the circumstances that facilitate or hinder the effectiveness of large-scale cross-disciplinary, collaborative research, training, and translational initiatives. SciTS integrates various quantitative and qualitative research methods and is still advancing in its sophistication. Using bibliometric and information visualization methods, this paper clarifies the concepts and connotations of teams and team science. It sets out important events in the emergence and development of SciTS and summarizes the characteristics of the SciTS literature, identifying seven main research areas. The paper concludes with a discussion on the challenges facing the future advancement of SciTS and corresponding recommendations for breaking through these bottlenecks. Our goal is to deepen researchers’ understanding of SciTS and better inform the policies and practices that govern SciTS for more effective team science.</jats:p>

Palabras clave: Library and Information Sciences; Information Systems; General Earth and Planetary Sciences; General Environmental Science.

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Revenue diversification strategies of online news organisations: subscriptions and memberships

Alfonso Vara-MiguelORCID; Charo SádabaORCID; Samuel NegredoORCID; Cristina Sánchez-BlancoORCID

<jats:p>The funding model crisis for newspapers is a matter of public concern; and it is not only a business issue, but also a social and political one, as news organisations are considered to have an irreplaceable function in democratic systems. Technological and social changes have transformed the business model of news organisations so that, in a digital scenario with a strong competition for consumers’ attention, they have had to diversify their portfolio of income streams. In such a context, this study analyses the state of the diversification of revenue streams in the Spanish digital media market, using the available data from the total universe of digital media in the country. The article focusses on the two most common revenue streams related to user payment -subscriptions and memberships- and analyses the importance of four variables in this diversification of revenue strategies: their nature (digital native versus traditional), thematic scope (general versus specialised), territorial scope (local versus national), and the type of organisation that promotes it (traditional, new, or independent groups). The data obtained suggest that there are no universal formulae in the implementation of payment models for Spanish digital media. Specifically, there are significant differences in the revenue models between native and non-native digital media. Thus, payment strategies are more prevalent among non-native digital media than among native media. Furthermore, the non-native media that have opted for paid models tend to diversify their sources of income more than the non-native ones based on free model. Additionally, data show that paywalls and memberships are more usual among specialised non-native digital media and generalist native outlets. Also, payments are more often required by local and regional media than national outlets. From the ownership point of view, although the main Spanish media corporations are developing their revenue models, the pay-per-content model is also quite extended among organisations, associations, and foundations not linked with the traditional publishing groups. This study, due to its exhaustiveness, dimensions, and novelty, identifies in detail the current state of the implementation of the pay model for digital media in Spain, which can help and facilitate media managers in their decision-making.</jats:p>

Palabras clave: Library and Information Sciences; Information Systems; General Earth and Planetary Sciences; General Environmental Science.

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Which of the metadata with relevance for bibliometrics are the same and which are different when switching from Microsoft Academic Graph to OpenAlex?

Thomas ScheidstegerORCID; Robin HaunschildORCID

<jats:p>With the announcement of the retirement of Microsoft Academic Graph (MAG), the non-profit organization OurResearch announced that they would provide a similar resource under the name OpenAlex. Thus, we compare the metadata with relevance to bibliometric analyses of the latest MAG snapshot with an early OpenAlex snapshot. Practically all works from MAG were transferred to OpenAlex preserving their bibliographic data publication year, volume, first and last page, DOI as well as the number of references that are important ingredients of citation analysis. More than 90% of the MAG documents have equivalent document types in OpenAlex. Of the remaining ones, especially reclassifications to the OpenAlex document types journal-article and book-chapter seem to be correct and amount to more than 7%, so that the document type specifications have improved significantly from MAG to OpenAlex. As another item of bibliometric relevant metadata, we looked at the paper-based subject classification in MAG and in OpenAlex. We found significantly more documents with a subject classification assignment in OpenAlex than in MAG. On the first and second level, the classification structure is nearly identical. We present data on the subject reclassifications on both levels in tabular and graphical form. The assessment of the consequences of the abundant subject reclassifications on field-normalized bibliometric evaluations is not in the scope of the present paper. Apart from this open question, OpenAlex seems to be overall at least as suited for bibliometric analyses as MAG for publication years before 2021 or maybe even better because of the broader coverage of document type assignments.</jats:p>

Palabras clave: Library and Information Sciences; Information Systems; General Earth and Planetary Sciences; General Environmental Science.

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Adaptations versus original film premieres trends in broadband society: a comparative analysis

Joan-Francesc Fondevila-GascónORCID; Gaspar Berbel-GiménezORCID; Cristian BlancoORCID

<jats:p>In the era of the Broadband Society, cloud journalism, and streaming, the film industry is trying to modify traditional distribution channels. The adaptation of literary classics was one of the most widespread practices to obtain well-known, quality material for new productions. The objective of this research is to understand empirically what differences are involved in industry’s major production and distribution companies’ choice between adapting preexisting material or creating an entirely new film, as well as the benefits of adaptations. The methodology is comparative and quantitative, consisting of collecting data on films from the five major distributors (Universal, Warner Bros, Disney, Sony, and Paramount) from 2010 to 2019 and analyzing variables to detect market trends related to adaptations during that decade. We observed a higher percentage of adaptations as well as correlations between adaptations and film genre, distributor and genre, adaptations and awards, awards and genre, and genre and the film’s evaluation, as well as between distributor and average budget, adaptations and budget, adaptation and opening weekend box office takings, genre and profit, adaptations and worldwide box office revenues, ratings and worldwide box office takings, and awards and worldwide box office takings; however, this was not observed between adaptation and profit and the breakeven point. It is concluded that, despite the fact that the trend of using this practice has not increased in recent years, it provides a great advantage compared with debuting new intellectual property.</jats:p>

Palabras clave: Library and Information Sciences; Information Systems; General Earth and Planetary Sciences; General Environmental Science.

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Altmetrics can capture research evidence: an analysis across types of studies in COVID-19 literature

Pilar Valderrama-BacaORCID; Wenceslao Arroyo-MachadoORCID; Daniel Torres-SalinasORCID

<jats:p>COVID-19 has greatly impacted science. It has become a global research front that constitutes a unique phenomenon of interest for the scientometric community. Accordingly, there has been a proliferation of descriptive studies on COVID-19 papers using altmetrics. Social media metrics serve to elucidate how research is shared and discussed, and one of the key points is to determine which factors are well-conditioned altmetric values. The main objective of this study is to analyze whether the altmetric mentions of COVID-19 medical studies are associated with the type of study and its level of evidence. Data were collected from the PubMed and Altmetric.com databases. A total of 16,672 publications by study types (e.g., case reports, clinical trials, or meta-analyses) that were published in the year 2021 and that had at least one altmetric mention were retrieved. The altmetric indicators considered were Altmetric Attention Score (AAS), news mentions, Twitter mentions, and Mendeley readers. Once the dataset of COVID-19 had been created, the first step was to carry out a descriptive study. Then, a normality hypothesis was evaluated by means of the Kolmogorov–Smirnov test, and since this was significant in all cases, the overall comparison of groups was performed using the nonparametric Kruskal–Wallis test. When this test rejected the null hypothesis, pairwise comparisons were performed with the Mann–Whitney U test, and the intensity of the possible association was measured using Cramer’s V coefficient. The results suggest that the data do not fit a normal distribution. The Mann–Whitney U test revealed coincidences in five groups of study types: The altmetric indicator with most coincidences was news mentions, and the study types with the most coincidences were the systematic reviews together with the meta-analyses, which coincided with four altmetric indicators. Likewise, between the study types and the altmetric indicators, a weak but significant association was observed through the chi-square and Cramer’s V. It can thus be concluded that the positive association between altmetrics and study types in medicine could reflect the level of the “pyramid” of scientific evidence.</jats:p>

Palabras clave: Library and Information Sciences; Information Systems; General Earth and Planetary Sciences; General Environmental Science.

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Polarization, virality and contrary sentiments for LGTB content on Instagram, TikTok, and Twitter

Carlos Barroso-MorenoORCID; Laura Rayón-RumayorORCID; Elena Bañares-MarivelaORCID; José Hernández-OrtegaORCID

<jats:p>Digital platforms are spaces for social participation with significant value in the development of the identity of adolescents and emerging adults. The objective is to identify the behavior and visibility of LGBT content using Instagram, TikTok, and Twitter posts of such content from May 16 to November 16, 2022, collecting 539,389 posts. Social media monitoring techniques gathered the posts with the keywords “LGTB” or “LGBT” in Spanish and English, forming the database. The methodology is based on a mixed design: first, the database is analyzed using Big Data techniques and, second, the 10 most viral posts from each social network are selected. The results show that dissemination of gender identity in content and meaning is uneven across the various social networks. Twitter profiles have a higher number of posts (61%), polarization, and lower virality and exhibit visible LGBTphobia. Instagram has a number of posts (37%) and average virality, with positive sentiments. TikTok has fewer posts (2%), less polarization, positive messages, and extreme virality. The three networks consider the Pride demonstrations to be a symbol of the community because they destabilize and confront LGBTphobic oppression by occupying public spaces, opening the closet without stigma or shame, as is reflected on social networks. The behavior of LGBT content on these platforms is multidimensional, uneven, and differentiated, which demonstrates the necessity of ensuring respect for the diversity of sexual orientation and gender identity on digital platforms.</jats:p>

Palabras clave: Library and Information Sciences; Information Systems; General Earth and Planetary Sciences; General Environmental Science.

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Misogyny and the construction of toxic masculinity in the Spanish Manosphere (Burbuja.info)

Charo LacalleORCID; Beatriz Gómez-MoralesORCID; Mireya Vicent-IbáñezORCID

<jats:p>The anonymity of the Manosphere has provided a fertile breeding ground for the spread of misogyny through increased hate speech on the Internet. In recent years, this virtual space composed mostly of men, has been the subject of numerous studies aimed at identifying the discursive mechanisms of identity constructions that underlie the denigration of women. This paper takes the findings from international research on the subject to address a phenomenon still little explored in Spain through the analysis of misogynistic comments on Burbuja.info. Economic forum. The analysis sample comprises 4,281 messages that include the lexeme “woman” posted over 2.5 years, 761 of which contain expressions that ridicule, disparage, or insult women. Thematic analysis demonstrates the repetition of misogynistic topics and tropes common in the most radical Reddit and 4chan subforums, such as hypergamy, objectification, and the constant disparagement of the world of women, not to mention criticism of feminism, left-wing political parties, and legislation on gender violence. The results obtained show that the “male identity crisis” is narratively constructed in the messages on Burbuja.info using the motif of sacrifice –the cornerstone of a monotypic story in which the purpose of the hero-man-victim’s journey is to punish the villain-woman. Furthermore, we also found that there are different configurations of identity related to attitudes toward women; these match up with the four most prominent masculinist subcultures identified in the leading literature on the subject: Men Rights activists (MRA), Men Going Their Own Way (MGTOW), Pickup Artists (PUA), and Involuntary Celibates (Incels).</jats:p>

Palabras clave: Library and Information Sciences; Information Systems; General Earth and Planetary Sciences; General Environmental Science.

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The use of QR codes to fuel transmedia strategy in the ecosystem of audiovisual media groups

Jorge Gallardo-CamachoORCID; Laura Melendo-Rodríguez-CarmonaORCID

<jats:p>The QR code (from the English quick response code) is a type of two-dimensional bar code that, when scanned, directs you to an internet site. Audiovisual groups, as part of their hybrid strategies and digitization actions, incorporate it into their television programs to provide them with interactivity and improve participation and engagement with their viewers. In this article, a radiography of the audiovisual ecosystem in Spain is created to show the use of this technology in linear television broadcasts and its impact. The methodology used for this is mixed: semi-structured in-depth interviews (with heads of this strategies from the 3 audiovisual and multimedia groups in Spain) and an analysis of its use in 150 news programs to find out the functions and themes for which it is used, and the frequency of QR codes used in television broadcasts. The results of this work are illuminating since, despite detecting very different degrees of use in each channel, high interest and actions to implement them are detected by all of them, both in the news and in other programs. As the most relevant conclusion, we observe that audiovisual groups create a digital ecosystem to generate a transfer of viewers between television born before the Internet and its new digital media, generating a great impact of digitization in the transformation of the media.</jats:p>

Palabras clave: Library and Information Sciences; Information Systems; General Earth and Planetary Sciences; General Environmental Science.

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Media entrepreneurship skills in Latin American universities social communication and journalism programs

José A. Ventín-SánchezORCID; Liliana Gutiérrez-CobaORCID; Loyda Gómez-SantosORCID

<jats:p>This study analyzes the social communication and journalism programs accredited by the Latin American Council for Accreditation of Education in Journalism and Communication (CLAEP) to identify the competencies and subjects whose expected learning outcomes contribute to general innovative professional profiles in media entrepreneurship. The study is a qualitative, descriptive study in which in-depth interviews were conducted with deans, program directors, and lecturers in communication, and syllabi and programs of the subjects that contribute to strengthening the components of entrepreneurship and innovation were analyzed. The main conclusions make it clear that entrepreneurial profiles should be strengthened since there are market opportunities for future communication and journalism professionals; there is no traceability in the projects developed in the different subjects in a way that allows for the strengthening of the entrepreneurial proposal; these reach an ideation and prototyping phase, which does not allow for the transfer of entrepreneurship to acceleration and growth units external to the program. Likewise, a proposal for the design of expected learning results is made for programs to use in their curricular designs to strengthen the profile and competencies in innovative entrepreneurship on the basis of eight categories: 1) identify the conditioning factors that determine entrepreneurship from its context, from the form they acquire to be recognized before the state and society as media and from the elements that configure their operational functioning; 2) understand the logics of the entrepreneurial ecosystem; 3) develop capacities in entrepreneurship; 4) manage media and journalistic projects; 5) design business models; 6) generate innovation processes, prototyping, and product testing; 7) obtain resources to accelerate entrepreneurship; and 8) establish growth and consolidation plans.</jats:p>

Palabras clave: Library and Information Sciences; Information Systems; General Earth and Planetary Sciences; General Environmental Science.

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