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With the rapid growth of the live streaming e-commerce market, traditional live streaming models are encountering mounting challenges, whereas the advent of artificial intelligence (AI) technology has breathed new life into live streaming. This paper delves into the role of the AI anchor and model selection in scenarios both with and without the involvement of the Key Opinion Leader (KOL). Specifically, the AI anchor, whether invested in by the brand or the live streaming platform, is integrated into the regular anchor model (Model NN) and the hybrid model combining the KOL and the regular anchor (Model NK). A series of Stackelberg game models are formulated to compare the sales effort level, AI intelligence level, anchor influence, and the proportion of live streaming time on live streaming e-commerce. The findings suggest that the AI anchor can effectively substitute for the human anchor under certain conditions, particularly when the brand controls the AI intelligence level. To further explore the impact of the AI anchor on decision-making and profits among supply chain participants, the paper offers a thorough analysis of decisions and profits in scenarios both with and without KOL involvement. The results disclose that, under suitable conditions, the incorporation of the AI anchor can substantially enhance the operational efficiency of live streaming e-commerce supply chains, leading to increased profitability for the brand. Notably, the allocation of live streaming time between different anchors in hybrid models significantly influences the profitability of supply chain members. This discovery provides crucial insights for brands in devising live streaming strategies.
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC12173241 | PMC |
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0321995 | PLOS |
JMIR Public Health Surveill
September 2025
Public Health Research Group, Department of Community Nursing, Preventive Medicine and Public Health and History of Science, University of Alicante, CIBER of Epidemiology and Public Health, Alicante, Spain.
Background: Content creators (CCs), like any other worker, are exposed to various occupational hazards that can affect their physical, mental, and social well-being, with psychosocial and ergonomic risks being particularly relevant. The combination of prolonged work hours, sedentary lifestyles, excessive public scrutiny, and often job insecurity and unpredictability (manifested as continuous connectivity and anticipation of sporadic tasks) presents a significant risk for the development of health issues.
Objective: This study reviews the scientific literature to identify the potential pathological processes affecting CCs on social media.
Child Abuse Negl
September 2025
Oslo Metropolitan University, Oslo, Norway.
Background: Livestreaming of child sexual abuse involves real-time sexual abuse and exploitation of children, presenting an ongoing global threat.
Objective: This descriptive study explores characteristics and patterns of live-streamed child sexual abuse to better understand this phenomenon.
Methods: Content analysis of 31 closed Norwegian criminal cases was conducted to identify descriptive themes and offender characteristics.
PLoS One
September 2025
School of Computer and Information Engineering, Harbin University of Commerce, Harbin, China.
The breakthroughs in communication technologies, such as 5G, have significantly accelerated the popularity of high-traffic consumption entertainment activities, including short video live streaming and real-time broadcasting, making them one of the most prevalent social interaction methods today. It is the high activity level of such online engagements that has given rise to diversified online marketing business models, opening up new channels and opportunities for interactions between brands and consumers. This study focuses on the emerging "influencer marketing" strategy rooted in content marketing, employing double-layer network game theory to construct a dual-layer relationship network between "brands" and "influencers" and establish a game-theoretic mechanism between them.
View Article and Find Full Text PDFSci Rep
September 2025
Network and Educational Technology Center, Guilin Normal College, Guilin, 541000, Guangxi, China.
Offering media-rich services, such as streaming videos, for emergency services requires compliance with reliability standards. The deployment of fifth-generation (5G) networks enables a wide range of services and applications with diverse Quality of Service (QoS) requirements. Supporting heterogeneous performance and migrating vital services to 5G networks pose significant challenges for emergency service providers in maintaining QoS.
View Article and Find Full Text PDFActa Psychol (Amst)
August 2025
Institute of Communication Science, Department of Media Use, University of Hohenheim, Fruwirthstraße 49, 70599 Stuttgart, Germany. Electronic address:
When analyzing the cumulative reception of TV series, often called binge-watching (i.e., watching several episodes of one TV series back-to-back), there has been a strong focus on potentially harmful consequences in the literature, such as insomnia, anxiety, depression symptoms, and particularly addiction.
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