A scoping review of personalized user experiences on social media: The interplay between algorithms and human factors

Eg, Ragnhild; Tønnesen, Özlem Demirkol; Tennfjord, Merete Kolberg

doi:10.1016/j.chbr.2022.100253

Cited by 14 publications

(6 citation statements)

References 39 publications

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“…sleduje jeho interakci s obsahem (lajkování, komentování, sdílení), jeho preference obsahu či aktivitu jeho přátel. Algoritmy posléze filtrují a individualizují fotografie, videa, příběhy, zprávy a další obsah, jenž je uživateli předkládán (Eg et al, 2023). Uživatel tak má přístup k tzv.…”

Section: Algoritmy Na Sociálních Sítíchunclassified

Užívání internetu, sociálních sítí a digitálních her u adolescentů:

Suchá,

Aigelová,

Pipová

et al. 2024

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Section: Algoritmy Na Sociálních Sítíchunclassified

Užívání internetu, sociálních sítí a digitálních her u adolescentů:

Suchá,

Aigelová,

Pipová

et al. 2024

View full text Add to dashboard Cite

show abstract

“…2) In this context, social media algorithms are strategically designed to deliver personalized content that aligns with users' preferences and interests. 15) This customized content delivery, coupled with the prevalence of widely circulated messages, serves as a catalyst, motivating individuals to increase the spread of information. Consequently, information is often shared without careful scrutiny in such environments.…”

Section: Consensusmentioning

confidence: 99%

Understanding the “Infodemic” Threat: A Case Study of the COVID-19 Pandemic

Andrew

2024

Korean J Fam Med

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The coronavirus disease 2019 (COVID-19) pandemic is notable among infectious diseases for its distinctive impact, which has halted millions of livelihoods owing to strict social distancing rules and lockdowns. Consequently, millions of individuals have turned to online sources, particularly social media, to remain informed about the virus. The transition to digital sources has resulted in an abundance of information, including both accurate and misleading or false content being shared and consumed on online platforms, contributing to what is commonly referred to as an "infodemic. " Although these platforms have been valuable tools for healthcare professionals and public health authorities in disseminating crucial public health messages, they have also aided in the spread of misleading and false information. The widespread dissemination of false information has been instrumental in propagating harmful beliefs and behaviors such as vaccine hesitancy, promoting discriminatory attitudes, and endorsing false beliefs about the efficacy of certain therapeutic products for treating COVID-19. False information has undoubtedly become a challenge and burden for governments, health professionals, and the general population. This review has three main objectives: (1) to assess the scope of the "infodemic" issue, including investigating the factors contributing to the spread of false information online; (2) to examine the multifaceted consequences resulting from false information; and (3) to argue that an interdisciplinary, multi-layered approach, encompassing a focus on prevention, deterrence, and education, should be adopted to prevent the conception and dissemination of false information in this modern digital age.

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“…These theories closely link together to talk about how the algorithms behind social media, which are sophisticated calculations that filter and prioritize content based on users' demographic profiles and personal data [6], has further propelled the growth of K-pop by selectively promoting the content about K-pop to potential users, by the process of gaining tendency (transactionality), selecting media information (selectivity), and finally resulting in different intensity of media effect (conditionality).…”

Section: The Conditionality Paradigmmentioning

confidence: 99%

The Success of the K-pop Industry in Utilizing Social Media to Promote Korean Culture

Wang

2024

CHR

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This paper explores the role of social media theories in driving the expansion of K-pop and its effective promotion of South Korean culture. The study delves into two key theories: the S.N.S. Citizenship Behavior theory and the Selectivity, Transactionality, and Conditionality Paradigm. These theories are dissected to elucidate their functionality and the benefits they bring to both users and social media platforms. To illustrate these concepts, the paper presents case studies featuring Aespas AI concept, (G) I-DLEs girl power concept, New Jeanss Phoning application, and a hypothetical scenario involving YouTube. The findings suggest that while targeted social media strategies contribute to a broader appreciation of Korean culture, social media platforms must invest further in enhancing their promotional systems and algorithms. In conclusion, this study asserts that the synergy between K-pop and social media will continue to flourish, with the potential for further growth as social media platforms refine their support mechanisms.

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A scoping review of personalized user experiences on social media: The interplay between algorithms and human factors

Cited by 14 publications

References 39 publications

Užívání internetu, sociálních sítí a digitálních her u adolescentů:

Užívání internetu, sociálních sítí a digitálních her u adolescentů:

Understanding the “Infodemic” Threat: A Case Study of the COVID-19 Pandemic

The Success of the K-pop Industry in Utilizing Social Media to Promote Korean Culture

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