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Digital Journalism Volume 9, 2021 - Issue 1
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Original Article

Predicting Audience-Rated News Quality: Using Survey, Text Mining, and Neural Network Methods

Sujin Choia Department of Media, Kyung Hee University, Seoul, South KoreaCorrespondence[email protected] [email protected]
ORCID Iconhttps://orcid.org/0000-0002-7665-0734View further author information
ORCID Icon,
Hyopil Shinb Graduate School of Data Science, Seoul National University, Seoul, South KoreaView further author information
&
Seung-Shik Kangc Department of Computer Science, Kookmin University, Seoul, South KoreaView further author information
Pages 84-105 | Published online: 19 Nov 2020

Citations (9)

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Erwan Dujeancourt & Marcel Garz. (2023) The effects of algorithmic content selection on user engagement with news on Twitter. The Information Society 39:5, pages 263-281.
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Christian Pipal, Hyunjin Song & Hajo G. Boomgaarden. (2023) If You Have Choices, Why Not Choose (and Share) All of Them? A Multiverse Approach to Understanding News Engagement on Social Media. Digital Journalism 11:2, pages 255-275.
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Christian Baden, Christian Pipal, Martijn Schoonvelde & Mariken A. C. G van der Velden. (2022) Three Gaps in Computational Text Analysis Methods for Social Sciences: A Research Agenda. Communication Methods and Measures 16:1, pages 1-18.
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Articles from other publishers (6)

Ming-Chuan Chiu, Chia-Jung Wei, Yu-Ching Wang & Meng-Chun Kao. (2023) Applying unsupervised learning method to develop a regional risk model based on TCFD: A case study in the United States. Journal of Cleaner Production 400, pages 136669.
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Levent KURT, Oya GÜRDAL & İnci BATMAZ. (2022) Bilgi Yönetimi Bağlamında Metin Madenciliği Teknikleri ile Dijital İçerik AnaliziDigital Content Analysis with Text Mining Techniques in the Context of Information Management. Turk Kutuphaneciligi - Turkish Librarianship.
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Sujin Choi. (2022) User information processing mechanisms for news quality judgment conformity to professional standards: Comparing combinations of news content/formal cue processing. Journalism, pages 146488492211245.
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Jae-Eun Lee, Seol-A Kwon, Eugene Song & Sang Il Ryu. (2022) Disaster Resilience Differs between Survivors and Victims’ Families: A Semantic Network Analysis. Social Sciences 11:3, pages 117.
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Sujin Choi. (2021) News gap in a digital news environment: Calibrating editorial importance from user-rated news quality and identifying user characteristics that close the news gap. New Media & Society 23:12, pages 3677-3701.
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Miao Teng. (2021) Using the Ship-Gram Model for Japanese Keyword Extraction Based on News Reports. Complexity 2021, pages 1-9.
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