• Knowledge Management Research
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• v.24 no.2
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• pp.137-159
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• 2023

This study focuses on consumers' perceptions of virtual influencers, which many companies recently used for marketing. This study uses the Q methodology to derive what kind of perception consumers have about virtual influencers who work with various appearances, background stories, and worldviews as components. In addition, we want to see how the expected value of virtual influencers differs by age group. To this end, 34 statements were produced through preliminary interviews and literature reviews. This study showed that some consumers preferred appearances similar to humans, despite recognizing that virtual influencers are fictional characters. Some other consumers preferred to feel like a fictional character by maintaining virtuality, confirming that there are both opposite consumers. In addition, consumers expect virtual influencers to have consistency and expertise in the content field covered, and some consumers do not prefer to show an overly commercial appearance. This study will likely provide implications for companies that want to utilize virtual influencers in considering which ones to use for target customers in marketing activities.

• The Journal of the Convergence on Culture Technology
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• v.9 no.6
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• pp.1073-1080
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• 2023

This study aims to explore the psychological factors influencing the persuasive effect of virtual influencers, with a specific focus on the impact of social exclusion. Additionally, it examines the mediating effect of parasocial relationships on advertising effectiveness. To achieve these goals, the study conducted an experiment using a 2 (influencer type: human vs. virtual human) × 2 (social exclusion: social exclusion vs. social acceptance) between-group factorial design. The results revealed that consumers who experienced social exclusion exhibited more positive attitudes toward the influencer and the product, higher intentions to purchase the product, and a greater willingness to share or recommend it, especially when the influencer was a real human (vs. a virtual influencer). These moderating effects were found to be mediated by parasocial relationships.

• Journal of Digital Convergence
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• v.19 no.11
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• pp.471-483
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• 2021

The purpose of this study is to find out audience' response of virtual influencer at the starting line of virtual influencer marketing. Therefore, posts, comments, number of likes, and video reviews were collected from Instagram of virtual influencers active in Korea. Python 3.7 and Textom were used for data collection and analysis. Sentimental analysis showed that the rate of positivity was higher than the rate of negativity and neutrality. The appearance of virtual influencer was found to be a major factor in both positive and negative. Consumers' interest in virtual influencer could be inferred from the neutral sensibility. This study is meaningful in that it presented data to help establish strategies for virtual influencer marketing by examining consumer reactions to virtual influencer and identifying factors of positive and negative emotions toward virtual influencer.

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.21 no.3
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• pp.99-105
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• 2021

In addition to the OTT video production service represented by Nexflix and YouTube, a personalized recommendation system for content with artificial intelligence has become common. YouTube's personalized recommendation service system consists of two neural networks, one neural network consisting of a recommendation candidate generation model and the other consisting of a ranking network. Netflix's video recommendation system consists of two data classification systems, divided into content-based filtering and collaborative filtering. As the online platform-led content production is activated by the Corona Pandemic, the field of virtual influencers using artificial intelligence is emerging. Virtual influencers are produced with GAN (Generative Adversarial Networks) artificial intelligence, and are unsupervised learning algorithms in which two opposing systems compete with each other. This study also researched the possibility of developing AI platform based on individual recommendation and virtual influencer (metabus) as a core content of OTT in the future.

• Journal of Service Research and Studies
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• v.13 no.1
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• pp.26-47
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• 2023

In the age of digital media transformation, the rapid rise of social media has changed the paradigm of traditional marketing techniques by leveraging the influence of influencers. However, the influence of influencers cannot be freed from ethical issues that arise as individuals, so virtual influencers are emerging as a countermeasure. This study is a study on how to increase the influencer effect of virtual models with a focus on the MZ generation in medical service. This study investigated whether respondents in their 40s or younger were aware of 'Rosy', a virtual influencer, and then conducted a survey on those who recognized 'Rosy'. As a result of this study, first, both cognitive and emotional motivation had a positive influence on fanship and attractiveness for virtual influencer. In addition, it was found that there was a difference in follow motive according to gender. Second, in order to lead to the intention of visiting hospitals, which is the medical service industry, only the cognitive motives with useful and reliable information and useful information for the virtual influencer were found to be significant in intention to visit.

• The Journal of the Convergence on Culture Technology
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• v.8 no.3
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• pp.245-251
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• 2022

This study attempted to examine the effect of virtual influencer, which is highly interested in consumers, and has recently been increasing the frequency of use in corporate marketing activities. In particular, the purpose is to examine the effect of the attributes of virtual influencer on consumers as an information source for a product or brand. To this end, the effect of perceived attractiveness, trustworthiness, and expertise of virtual influencer on SNS usage intention and imitation intention consumers was examined. As a result of the study, it was found that attractiveness among the attributes of virtual influencer had a positive effect on the usage intention, and attractiveness and trustworthiness had a positive effect on imitation intention. In addition, it was found that imitation intention had a positive effect on usage intention. In other words, the perceived attractiveness of virtual influencer by consumers through SNS is the most important attribute. These findings imply that when virtual influencer is used in marketing, companies must perceive the attractiveness of virtual influencer through content posted on SNS as well as their attributes as information sources. We expect the results of this study to provide major implications for marketing activities such as companies and public institutions that consider using virtual influencer.

• Smart Media Journal
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• v.12 no.11
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• pp.86-94
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• 2023

In recent years, advertisements and brand promotions using virtual influencer have been actively conducted, and this study focused on the characteristics of virtual influencer, including Attractiveness, to examine the Attractiveness of virtual influencer through previous studies and to test the hypothesis that Attractiveness has an effect on Brand attitude and Advertising attitude when mediated by Immersion. For this purpose, data were collected from university students who experienced marketing contents using virtual influencer, and Process macro was conducted to analyse the mediating effect. The results showed that virtual influencer Attractiveness partially mediated the relationship between Brand attitude and Advertising attitude. These results suggest that virtual influencer Attractiveness not only affects Brand attitude and Advertising attitude, but also positively increases consumer attitude when mediated by Immersion. This study has both academic and practical implications by examining the mediating effect of Immersion on the effect of virtual influencer Attractiveness on consumer attitudes.

• The Journal of the Convergence on Culture Technology
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• v.8 no.2
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• pp.309-314
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• 2022

The purpose of this study is to examine how the characteristics of virtual influencer, which are rapidly emerging in recent years, affect consumers. To this end, the change in information accecptance intention was examined using the perceived attractiveness and social distance of consumers toward virtual influencers as independent variables. I found the more attractive consumers feel about virtual influencer and the closer they perceive social distance, the higher the intention to accept information. However, when virtual influencer was perceived as attractive, there was no difference in information acceptance intention according to social distance. On the other side, even if the virtual influencer was perceived as less attractive, the information acceptance intention was higher when the social distance was perceived as close than when it was not. Based on these results, I provided implications for the marketing strategy of virtual influencers.

• Information Systems Review
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• v.25 no.2
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• pp.205-227
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• 2023

Recently, Virtual Human(VH) has begun to appear in various media, not only on social media, but also in advertisements, music sources, and dramas. Virtual human has become a primary marketing tool for companies, but there also exist concerns when the companies do not disclose the identities of virtual humans. Accordingly, it is necessary to examine users' responses toward content that features virtual humans. This study aimed to examine how the exposure of virtual humans in the content affects users' perceptions. Therefore, the study defined the concept of 'VH Disclosure(VHD)', referring to the exposure of the virtual human's identity, and explored the impact of VH disclosure on attitude toward the ad (Hedonism, Utilitarianism, and Interestingness) and source credibility (Trustworthiness and Expertise). The study conducted an experimental survey with 302 respondents. Regardless of when the ad featured a VH or a human, the results showed that there was no significant difference between users' attitudes and source credibility. The results revealed that it was more effective to disclose the VH in social media feeds than directly reveal the VH's identity in the content. Therefore, this study utilizes a new concept of 'VH Disclosure(VHD)' to enhance the understanding of VH and contributes to establishing marketing strategies optimized for consumers in the creation of virtual human-related content.

• Journal of the Korean Society of Clothing and Textiles
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• v.48 no.2
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• pp.282-299
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• 2024

This study aimed to examine the impact of virtual influencers' characteristics on purchase intentions through attitudes toward the influencer and the brand, and to identify which factors are important depending on involvement. We used a scenario-based online survey of 320 female consumers in their twenties and thirties, and analyzed their responses through structural equation modeling using AMOS 21.0. Virtual influencers' attractiveness, reliability, familiarity, and virtuality had significant effects on consumers' attitudes toward those influencers, while their attractiveness, familiarity, and virtuality had significant effects on consumers' brand attitudes. Notably, in contrast to the other variables, virtuality had a negative effect. In addition, consumers' attitudes toward the virtual influencer significantly affected their brand attitudes and purchase intentions. We also analyzed which characteristics had significant impacts on high- and low-involvement groups. We found that reliability had the greatest influence on purchase intentions in the high-involvement group and that familiarity had the greatest influence on purchase intentions in the low-involvement group, which confirmed that the variables affecting purchase intentions differ depending on the level of involvement.