Understanding the Effects of Personalized Recommender Systems on Political News Perceptions: A Comparison of Content-Based, Collaborative, and Editorial Choice-Based News Recommender System

Liao, Mengqi

doi:10.1080/08838151.2023.2206662

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Cited by 2 publications

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Learning about climate change with algorithmic news? A two-wave panel study examining the role of “news-finds-me” perception

Su,

Luo,

Borah

2024

Journal of Computer-Mediated Communication

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In an ambient news environment, people often believe that they can be well-informed without actively seeking news, resulting in the “news-finds-me” (NFM) perception. Leveraging a two-wave panel survey in China (W1N = 1,465; W2N = 1,015), we examined the impact of the NFM perception on climate change knowledge. Findings showed that NFM did not influence climate change knowledge, while algorithmic news attitude (ANA) played a mediating role. Specifically, NFM was positively associated with ANA, which in turn facilitated knowledge. Furthermore, this relationship was moderated by discussion network heterogeneity. The positive effect of ANA and the positive indirect effect of NFM on climate change knowledge were stronger among those with a more heterogeneous discussion network. Implications are discussed.

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Learning about climate change with algorithmic news? A two-wave panel study examining the role of “news-finds-me” perception

Su,

Luo,

Borah

2024

Journal of Computer-Mediated Communication

View full text Add to dashboard Cite

show abstract

Application of Collaborative Filtering Algorithm of Resource Management Software in Community Service

2023

2023 3rd International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON)

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Understanding the Effects of Personalized Recommender Systems on Political News Perceptions: A Comparison of Content-Based, Collaborative, and Editorial Choice-Based News Recommender System

Cited by 2 publications

References 51 publications

Learning about climate change with algorithmic news? A two-wave panel study examining the role of “news-finds-me” perception

Learning about climate change with algorithmic news? A two-wave panel study examining the role of “news-finds-me” perception

Application of Collaborative Filtering Algorithm of Resource Management Software in Community Service

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