• Title/Summary/Keyword: Advertising model

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Recommendation System Development of Indirect Advertising Product through Summary Analysis of Character Web Drama (캐릭터 웹드라마 요약 분석을 통한 간접광고 제품 추천 시스템 개발)

  • Hyun-Soo Lee;Jung-Yi Kim
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.23 no.6
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    • pp.15-20
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    • 2023
  • This paper is a study on the development of an artificial intelligence (AI) system algorithm that recommends indirect advertising products suitable for character web dramas. The goal of this study is to increase viewers' content immersion and help them understand the story of the drama more deeply by recommending indirect advertising products that are suitable for writing lines for web dramas. In this study, we analyze dialogue and plot using the natural language processing model GPT, and develop two types of indirect advertising product recommendation systems, including prop type and background type, based on the analysis results. Through this, products that fit the story of the web drama are appropriately placed, allowing indirect advertisements to be exposed naturally, thereby increasing viewer immersion and enhancing the effectiveness of product promotion. There are limitations of artificial intelligence models, such as the difficulty in fully understanding hidden meanings or cultural nuances, and the difficulty in securing sufficient data for learning. However, this study will provide new insights into how AI can contribute to the production of creative works, and will be an important stepping stone to expand the possibilities of using natural language processing models in the creative industry.

Evaluation of Conversion Action Data Mechanisms in Cost- Per-Action Advertising (Cost-Per-Action 광고 방법을 이용한 Conversion Action Data 메커니즘의 평가)

  • Li, Tian;Lee, Kyoung-Jun
    • Information Systems Review
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    • v.10 no.2
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    • pp.123-135
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    • 2008
  • The online advertising industry's business model undertakes the change from CPM (cost-per-mille)-based to CPC(cost-per-click)-based. However, due to the problem of 'Click Fraud', CPA (cost-per-action) has been regarded as a new step. For CPA, publishers need to get information after a user clicks an advertisement. Therefore, in CPA, the key is to get Conversion Action Data (CAD). This paper introduces two existing mechanisms for getting CAD, compare their characteristics, and analyze their limitations. Then the two new mechanisms are introduced and their requirements and feasibility are analyzed. Lastly, we compare the existing two and the new two mechanisms, and point out each mechanism's business possibility, value and Application Area. This paper will help publishers choose the most appropriate mechanism on the basis of their situation.

The Effect Service and Individual Characteristics on Usage Intention of Location-Based Advertising : Focused on the Moderating Effects of Gender (서비스 특성과 개인적 특성이 위치기반광고의 이용의도에 미치는 영향에 관한 연구 : 성별의 조절효과를 중심으로)

  • Jang, Sung Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.11
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    • pp.7310-7320
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    • 2015
  • The purpose of this study is to examine the factors influencing usage intention of Location-Based Advertising (LBA) and moderating effects of gender. This model tests various theoretical research hypotheses relating to LBA, service and individual characteristics, and Technology Acceptance Model (TAM). The target population of this study was LBA users. The results of hypothesis testing are as follows. First, personalization and ubiquity positively influence attitudes toward LBA and irritation negatively influence attitudes toward LBA. Second, coupon proneness and flow experience positively influence attitudes toward LBA. Finally, personalization and ubiquity to attitudes toward LBA for females are significantly larger than those for males. And coupon proneness and flow experience to attitude for males are significantly larger than those for females. The results of this study will provide various implications to improve usage intention of LBA.

The Creator Economy on the Metaverse Platform (메타버스 플랫폼의 크리에이터 이코노미: 광고수입 모델과 수익배분 구조를 중심으로)

  • Kim, Eunjin
    • Journal of Intelligence and Information Systems
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    • v.28 no.4
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    • pp.275-286
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    • 2022
  • The metaverse platform has been gaining popularity since the pandemic. It facilitates non-face-to-face interaction among creators, users, advertisers, various forms of organizations, and itself. Such interaction has brought light to the new forms of economy, which is called the "creator economy." By providing the virtual space, easy tools, and methods, the platform allows the creators to produce value for the users in the forms of virtual items, content, and experiences. At the same time, it provides audiences to the organizations that need attention. In the course, the platform and the creators generate revenue. Among the diverse revenue sources, this study focuses on revenue generated from advertising and studies how the revenue sharing between the platform and the creator is affected by the abilities of the metaverse platform. With an analysis of the analytical model, we show that if the platform has the ability to reduce advertising avoidance, it can reduce the revenue share of the creator without discouraging the creator from making the proper effort in content creation. Also, as the platform provides effective tools and methods for quality content creation, it can reduce the revenue share of the creator without damaging the creator's required motivation. The ability of the platform in increasing advertising effectiveness helps it to reduce the revenue share of the creator as well.

A Study on Social Media Advertising of Plastic Surgery Using Eye-Tracking (아이트래킹을 활용한 성형외과 소셜 미디어광고의 시선 추적 연구)

  • Son, Jeong-Eun;Jung, Eui-Tay;Paik, Jin-Kyung
    • The Journal of the Korea Contents Association
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    • v.19 no.7
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    • pp.1-12
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    • 2019
  • According to a survey on the frequency of access to medical ads by the Korea Press Foundation in 2017, the most commonly exposed ads among adult men and women are advertising about beauty, plasticity and obesity. As of 2011, South Korea had the largest number of cosmetic surgeries in the world, with 131 cosmetic surgeries per 10,000 people. As a result, as many as 1,414 plastic surgery clinics are operating in South Korea, and the number is also on the rise. Although there are various standards for evaluating people's appearance, the desire to pursue a better look is growing day by day. Then, one might wonder what factors influence consumers' choices among the numerous advertisements for plastic surgery clinics. Based on these questions, this study identified the examples of plastic surgery advertisements, analyzed their type, and identified the types of advertisements with the high visual appeal of the advertising consumer through eye tracking experiment. In total, seven eye-tracking tests of plastic surgery social media advertisements were conducted on 10 subjects. The results showed that the commercial model was the biggest factor that caught the attraction and attention of the ad recipient first and that the most focused and long-standing factor was the treatment contents. Therefore, it is important to select proper commercial models for hospital and clinic contents and to specify factual treatment contents when producing social media advertisements for plastic surgeons. We hope these findings will help create online advertising for plastic surgery clinics effectively.

The Study on the Advertising Effect of Multiple Models -Message Regulatory Focus as An Moderator- (복수모델의 광고효과에 관한 연구 - 메시지 조절초점의 조절 효과를 중심으로 -)

  • Song, Jun-Ho;Kim, Hyo-Gyu
    • Management & Information Systems Review
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    • v.32 no.3
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    • pp.127-151
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    • 2013
  • This research was to investigate the role of message regulatory focus on the advertising effect of multiple models. The multiple models are limited to two models in one advertisement in this research. This research investigated the hypothesis that multiple models, in terms of multiple source effect and social consensus, appears specifically to enhance the relationship of consumer and commercial models on the conditions of promotion-focused message which leads to the information processing of relational elaboration. This research applied a between-subjects factorial design targeting 2(the number of model: single model vs. multiple models) by 2(message regulatory focus: promotion-focused message vs. prevention-focused message). As a result, multiple models showed more positive ad attitude, brand attitude, and purchase intention than did single model. And promotion-focused message with multiple models showed more positive ad attitude, brand attitude, and purchase intention than did prevention-focused message with multiple models. Also there was an interaction effect between the number of model and the type of message regulatory focus. It wasn't fully supported that there is no difference of advertising effect between promotion-focused message and prevention-focused message on the condition of single model.

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A Study on the Apparel Advertising Strategy and popular music singer (의류업계 광고전략과 가수들의 패션에 관한연구)

  • 정은숙
    • Journal of the Korean Society of Costume
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    • v.29
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    • pp.183-196
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    • 1996
  • Study on the Apparel Advertising Strategy and Popular Music Singer. From the 1990s popular musics begin to reflect modern fashion. Especially those dance musics such as Rap or Reggae captivate teenagers through the mass media. So middle-low price causal cloth-ing companies hire the most popular singers as their role model. this marketing strategy succeeds to increas their sales and now many companies compete to engage famous singers,. in western countries where the music and the fashion have interacted for some times famouse singers express their personalities through the clothes they wear. The consumers try to imitate them by puchasing smiliar clothsing. And it makes the apparel company to produce more goods. However if those companies continue to be shiortsighted in terms of increasing sales in the shortrun with out their personality and differentiation brand concept. they will only instigate the teenager's consumptionand they'll fail to create their own fashion-style.

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A Study on the Eroticism Appearing in the Fashion Advertising of Post-Modernism (포스트 모더니즘 의류광고에 나타난 에로티시즘에 관한 연구)

  • 임영자
    • Journal of the Korean Society of Costume
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    • v.21
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    • pp.101-112
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    • 1993
  • In representing eroticism in fashion advertising the sentiments of the Post-Modernism thinking of only impulse and pleasure as practical and affirming a human life may he divided into the follwing expression First1 y, Sumbolic Expression The sentiments of Post-Modernism associ ates, the direction sexual intercourse by means of the state and action of wearing the costume or represents indirect symbols with the symbolic expression of an object or phenomenon Secondly, Masochistic, Sadistic Expression. The sentiments of the Post-Modernism in expressing eroticism give people masochistic or sadistic feelings or expressions by means of protographic technigues or the state or background of wearing the model's costume. Thirdly, Homosexual Expression. The sentiments of the Post-Modernism is appropriate to expressing an androgynous and unisex look to people as a role of meeting potential instincts. Fourthy, Feministic Expression. The sentiments of me Post-Modernism also express a subjective woman and represent an extension of her ego through the existence of the woman herself by means of the body-conscious look. Fifthly, Narcissistic Expression. The de-genre such as the introduction high technology and de-campus rnakes consumers have theirself-identity.

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Global Fashion Consumers' Purchase Behavior of the Jean Brands - Focused on USA, Chinese, and French Consumers - (글로벌 패션 소비자의 진 브랜드 구매행동 - 미국, 중국, 프랑스 소비자를 대상으로 -)

  • Park, Jin-A;Ko, Eun-Ju
    • Journal of the Korean Society of Costume
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    • v.61 no.10
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    • pp.119-134
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    • 2011
  • The present study proposes and tests an integrative model for global consumers to examine the relation among fashion marketing mix, brand attitude, brand loyalty, and purchase intention in the jeans market. The questionnaire surveys 692 consumers in the United States, China, and France. The statistical analysis methods that are used are as follows: frequency analysis, factor analysis, SEM analysis, and multi-group analysis. The results show that fashionability, perceived quality, and advertising have a direct and also a positive effect on brand attitude; however, advertising didn't have a direct effect on purchase intention. In addition, the results of the SEM analysis show that brand attitude leads to brand loyalty, while also showing a direct and indirect positive effect on purchase intention. Furthermore, the multi-group analysis reveals significant differences in SEM among countries such as the United States, China, and France.

An Analysis of Effective Factors in Public Awareness Campaigns through Facebook: Focus on Fine Dust Issues

  • Nguyen, Thanh-Mai;Jo, Sam-sup
    • International Journal of Contents
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    • v.17 no.4
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    • pp.35-45
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    • 2021
  • In this study, we analyzed the factors that affect public awareness campaigns on social media platforms and developed an integrated model for measuring the persuasiveness of environmental social media campaigns. A survey questionnaire was created and distributed on Facebook with the goal of reaching individuals in their 20s and 40s in Vietnam, and 395 valid replies were gathered. The findings showed that the STOPS was reconfirmed as a suitable theoretical framework for analyzing the public's behaviour intention to conduct information related to the issue of fine dust, especially on social media. Furthermore, it also showed that social media efficacy has a moderating effect on the relationship between public's situational recognition and informational behaviour intention. This suggested that through social media platforms, personal characteristics play a vital part in developing effective environmental campaigns. Implications for both theory and practice were discussed.