Online news flow: Temporal/spatial exploitation and credibility

Choi, Sujin; Kim, Jeongseob

doi:10.1177/1464884916648096

Cited by 23 publications

(40 citation statements)

References 46 publications

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“…Scholars have found evidence in Chile of a paradoxical relationship: while social media use motivates users to become more politically engaged, increased political engagement is associated with more spread of content, including disinformation (Valenzuela et al 2019). Another stream of research has tried to account for the variables that might explain fake news exposure as well as attitudes around fake news and media credibility (Choi and Kim 2017;Jang and Kim 2018;Kiousis 2001;Livio and Cohen 2018;. Most of these studies have relied on quantitative methods, but there have been a few exceptions such as Meier et al (2018), who studied strategies for audience engagement from the perspective of journalists and other media practitioners, and Tandoc Jr., Jenkins Jr, and Craft (2019) who focused on misinformation reception among Singaporean audiences.…”

Section: Conceptual Mattersmentioning

confidence: 99%

The Reception of Fake News: The Interpretations and Practices That Shape the Consumption of Perceived Misinformation

2019

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How do people make sense of, and deal with, a changing media landscape perceived to be filled with misinformation and fake news? To answer this, we draw upon data from seventy-one indepth interviews in Chicago, Philadelphia, and Miami. We found that perceptions about the overall media ecosystem were characterized by a: a) negative view of the current quality of news reporting, b) particular distrust of news circulation on social media; and c) concern about the effects of these trends mainly on the information habits of others. To counter these perceptions, participants indicated to rely on: a) traditional fact-based media, accompanied by a rejection of opinionated outlets; b) personal experience and knowledge; c) repetition of information across outlets; d) consumption of cross-ideological sources; e) fact-checking; and f) trust in certain personal contacts on social media, who are perceived as assessors of news quality. Our findings suggest that: a) news consumption is being ritualized in new and more personalized ways; b) social media is seen as a gateway to news partly because audiences find opinion leaders in terms of their skills as credibility assessors; and c) journalism could cater more to audiences' demands for more fact-oriented and less discussionbased content.

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Section: Conceptual Mattersmentioning

confidence: 99%

The Reception of Fake News: The Interpretations and Practices That Shape the Consumption of Perceived Misinformation

2019

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“…Secara umum, proses dari agregasi berita menggunakan kolaborasi algoritma dengan editor yang mengumpulkan informasi berbeda bersumber di berbagai situs berita dan mengaturnya kembali untuk dipresentasikan kembali di satu situs (Chyi, Lewis, & Zheng, 2016). Kemudian dalam Choi & Kim (2017), proses selanjutnya agregator berita akan memilih artikel berita dari pelbagai perusahaan berita (baik manusia atau mesin), selanjutnya merangkai artikel-artikel tersebut dengan rangkaian urutan yang dibuat oleh agregator berita terkait, dan akhirnya menyajikan artikel-artikel tersebut dalam bentuk seperti daftar headlines (tampilannya cenderung sedikit kalimat pembuka, nama penerbit, dan waktu terbit). LINE Today mengaplikasikan langkah-langkah tersebut dalam proses bagaimana mengategorikan, mengumpulkan, serta menampilkan konten berita dari pelbagai situs media daring (Parahita, 2019).…”

Section: Abstrakunclassified

“…Namun, berdasarkan sejumlah kasus pada penelitian terdahulu terdapat isu seringnya berita yang repetitif atau muncul beberapa kali, mudah ditemukan dalam agregator berita. Meskipun hal itu cenderung lebih disebabkan dari sumber dari mana penerbit beritanya atau perusahaan-perusahaan media daring (Choi & Kim, 2017). Pada kasus ini, kualitas jurnalisme digital bisa terdampak tidak hanya bagi perusahaan media tetapi juga agregator berita.…”

Section: Abstrakunclassified

“…Pada kasus ini, kualitas jurnalisme digital bisa terdampak tidak hanya bagi perusahaan media tetapi juga agregator berita. Berdasarkan dari hasil analisis data yang telah ada dilakukan Choi & Kim (2017) pada 1.000 orang berusia 20 tahun ke atas di Korea Selatan, menunjukkan hubungan antara penyajian berita yang berulang dengan persepsi tentang berita yang berulang memiliki hubungan positif dengan analisis korelasi Pearson (r =0,157,p <0,001). Artinya, semakin sering seseorang terpapar dengan berita yang berulang, semakin besar kemungkinan seseorang menganggapnya sebagai masalah serius.…”

Section: Abstrakunclassified

“…Karena saat ini keberadaan agregator berita menjadi garda depan dalam preferensi khalayak artikel berita daring sebagai sumber untuk mendapatkan berita (Hargittai et al; Sundar dalam Choi & Kim, 2017). Hal itu ditunjukkan dari hasil survey mobile yang dilakukan oleh JakPat pada tahun 2017, mengenai sumber berita populer di Indonesia.…”

Section: Abstrakunclassified

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Potensi Pengembangan Agregator Berita dengan Konsep Slow Technology Berbasis Human Centered

Maulana¹,

Irwansyah

2020

JKJ

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Digital journalism in Indonesia is placing the speed of news presentation and distribution as a significant factor for the audience or news readers. The presence of news aggregators such as LINE Today are considered to be able to present news with actual issues and curated topics and also filter news to attain quality content. However, based on previous research, there are still several issues regarding news aggregators such as being repetitive, biased, and producing irrelevant news. This research aims to offer development ideas through the concept of slow technology by placing humans amid technology to fill academic debates regarding the shortcomings of news presentation from news aggregators. This study uses a constructivism paradigm with a case study research strategy and a single-case design. Research analysis uses a pattern-matching model to involve a comparison of predicted patterns and effects with those that have been observed empirically and identified. The results show that there is a potential for developing news aggregators based on the integration of roles among stakeholders, by introducing awareness of balance between the increasing speed of information and communication technology and the more limited speed of personal information processing. This research fills gaps on issues and problems that news aggregators often encounter to provide constructive solutions through the potential of ICT design that reflects human values, such as trust, integrity, and honesty.

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Spatio-temporal approach for classification of COVID-19 pandemic fake news

Agarwal

Rana

Shaikh

et al. 2022

Soc. Netw. Anal. Min.

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The spread of Fake News during this global pandemic COVID-19 has dangerous consequences on economy and health of public. From origin of virus, spread, self-medication to hoaxes on vaccination, it created more panic than the fatality of the virus. For better infodemic preparedness and control, it is necessary to mitigate fear among people, manage rumours, and dispel misinformation. A survey on Fake News during COVID-19 was made by Poynter Fact Check institute. It stated that major chunk of the fake news on COVID-19 originated majorly in Brazil, India, Spain, and the United States. Fake news menace is severe in countries where the trust on online media is high such as Brazil, Kenya and South Africa. Based on these observations, this study provides preliminary insight on the co-relation of the spatial and temporal meta-information of the news like the news source country, the name of the countries specified in the news, and date of publish of news to the credibility of news. The main contribution of this study is to analyse the impact of spatial and temporal information features for classification of fake news, which to the best of our knowledge has not been explored yet. Also, these features are directly not available in any news article available online. Hence, these features are handcrafted. Meta-data of the news article such as origin of news is considered. Additional spatial information is extracted from the news article using NER tagging. Temporal information such as date of origin of news is given as an input to the LSTM model. These features are given as an input to Long Short-Term Memory (LSTM) model along with GloVe vectors and word length vector. A comparative analysis for accuracy is tested of the models with and without spatial and temporal information. The model with spatial and temporal information has achieved noteworthy results in fake news detection. To ensure the quality of prediction, various model parameters have been tuned and recorded for the best results possible. In addition to accuracy, the spatial and temporal information for fake news detection offers several other important implications for government and policy makers that will be instrumental in simulating future research on this subject.

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Online news flow: Temporal/spatial exploitation and credibility

Cited by 23 publications

References 46 publications

The Reception of Fake News: The Interpretations and Practices That Shape the Consumption of Perceived Misinformation

The Reception of Fake News: The Interpretations and Practices That Shape the Consumption of Perceived Misinformation

Potensi Pengembangan Agregator Berita dengan Konsep Slow Technology Berbasis Human Centered

Spatio-temporal approach for classification of COVID-19 pandemic fake news

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