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Abstract. User-generated content provides a rich resource to study social and behavioral phenomena. Although its application potential is currently limited by the paucity of expert labels and the privacy risks inherent in personal data, synthetic data can help mitigate this bottleneck. In this work, we introduce an evaluation framework to facilitate research on synthetic language data ...
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BetaUnderstanding user perceptions and evaluations of AI-generated content on social media can offer insight into the societal effects of generative AI. As highlighted in previous studies, we hypothesize that differences exist in user evaluations of AI-generated content on social media, leading to the following research question (RQ2).
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BetaIn terms of the processing of user-generated online health information, some studies found that source attributes (e.g., homophily) drove the evaluation of user-generated online information (Wang et al., 2008), whereas other studies found that source attributions (e.g., expertise and homophily) did not have a significant effect on consumers ...
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BetaThis study proposes, benchmarks, and validates a new approach for inferring attribute-level evaluations from user-generated content. Moreover, little is known about whether and when insights from product reviews gained in such a way are consistent with traditional research methods, such as conjoint analysis and satisfaction driver analysis.
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BetaThe user-generated evaluation value chain“encompasses”sourcing, planning, production, distribution, and consumption processes, which involve the participation of users (Wunsch-Vincent & Vickery 2007; Feijoo et al. 2009). If previous consumers are provided with more specific knowledge regarding user-ganerated evaluation value structures ...
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BetaPDF | On Jan 17, 2025, Tara A. Bettle and others published The Impact of Brand-related User-Generated Contents (UGC) on Luxury Brand Evaluations: The Moderating Role of Perceived Influencer ...
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BetaRecently, we have observed an exponential increase of user-generated content (UGC) videos. The distinguished characteristic of UGC videos originates from the video production and delivery chain, as they are usually acquired and processed by non-professional users before uploading to the hosting platforms for sharing. As such, these videos usually undergo multiple distortion stages that may ...
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BetaThe role of price in prepurchase evaluations for variably priced services has not been widely examined. Increased consumer awareness of variable pricing practices, coupled with growing availability of user-generated content (UGC) at the point of purchase in the online environment, may be changing the way that consumers use price in purchase decisions.
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BetaFlipkart, eBay, and Alibaba, user-generated reviews are essential for building consumer trust. But as internet evaluations have become more important, there has also been an increase in phony and deceptive reviews, which are sometimes used to sabotage marketing or competition. [4]
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BetaUser-generated product evaluations on third-party platforms are mainly presented in the form of videos, which contain richer and more intuitive information. Consumers do not need a high level of information processing capability and are more likely to resonate emotionally with the content creators, which can lead to purchase decisions.
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