• Title/Summary/Keyword: Advertising effects

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A Study on Detecting Fake Reviews Using Machine Learning: Focusing on User Behavior Analysis (머신러닝을 활용한 가짜리뷰 탐지 연구: 사용자 행동 분석을 중심으로)

  • Lee, Min Cheol;Yoon, Hyun Shik
    • Knowledge Management Research
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    • v.21 no.3
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    • pp.177-195
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    • 2020
  • The social consciousness on fake reviews has triggered researchers to suggest ways to cope with them by analyzing contents of fake reviews or finding ways to discover them by means of structural characteristics of them. This research tried to collect data from blog posts in Naver and detect habitual patterns users use unconsciously by variables extracted from blogs and blog posts by a machine learning model and wanted to use the technique in predicting fake reviews. Data analysis showed that there was a very high relationship between the number of all the posts registered in the blog of the writer of the related writing and the date when it was registered. And, it was found that, as model to detect advertising reviews, Random Forest is the most suitable. If a review is predicted to be an advertising one by the model suggested in this research, it is very likely that it is fake review, and that it violates the guidelines on investigation into markings and advertising regarding recommendation and guarantee in the Law of Marking and Advertising. The fact that, instead of using analysis of morphemes in contents of writings, this research adopts behavior analysis of the writer, and, based on such an approach, collects characteristic data of blogs and blog posts not by manual works, but by automated system, and discerns whether a certain writing is advertising or not is expected to have positive effects on improving efficiency and effectiveness in detecting fake reviews.

Effects of Foodservice Franchise's Online Advertising and E-WOM on Trust, Commitment and Loyalty

  • AHN, Sung-Man;YANG, Jae-Jang
    • The Korean Journal of Franchise Management
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    • v.12 no.2
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    • pp.7-21
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    • 2021
  • Purpose: One of the characteristics of service companies such as foodservice franchise is that it is easy to imitate, so many brands can imitate the menu that is popular with consumers. Therefore, foodservice franchise company should develop a brand that customers can identify from other brands in order differentiate it from its competitors. In order make the foodservice franchise company identifiable from other brands, it is possible through communication with customers. Therefore, this study proposes a new research model to analyze customer loyalty through online advertising and online word of mouth trust and immersion. Online was provided to customers through a mixture of advertisements and word of mouth, but previous studies have only considered online advertisements or online word of mouth. In addition, we want to verify the difference according to gender, which is an important variable in researching the online information processing behavior of customers. Research design, data, and methodology: The questionnaire of this study was surveyed on 20 years of age or older who have visited the restaurant franchise store within the last 3 months among the foodservice franchise companies operating SNS. During the survey period, 400 surveys were surveyed for a total of 20 days from April 1 to April 20, 2020. Result: The research results are as follows. First, in this study, the effect of online advertisement and online word of mouth on trust and immersion was studied. Second, this study verified the social influence theory in online advertising and online word of mouth. Third, the effect of online advertising and online word of mouth on loyalty according to gender was verified. Fourth, compared to existing advertisements, online advertisements are suitable for marketing by foodservice franchise companies because they can interact with consumers, modify advertisements immediately, execute extensive advertisements at low cost, segment the market, and measure advertisement effectiveness. The recent online expansion has been expanded to mobile-based, allowing foodservice franchisees to provide new communication services such as SMS (Short Message Service), multimedia messaging services, and location-based services. Fifth, a foodservice franchise company can increase brand awareness through online marketing or induce the use of offline stores. Sixth, franchisor can grow into a sustainable company only when they use resources efficiently. Conclusions: Trust is important in foodservice franchise information. This trust has a significant impact on customer commitment and loyalty.

The Effects of Being around Gambling and Gambling Advertising on Sports Gambling Addiction (주위도박과 도박광고가 스포츠도박중독에 미치는 영향)

  • Kim, Jeong-Eun;Heo, Jong-Hun;Ryu, Hwang-Gun
    • The Korean Journal of Health Service Management
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    • v.11 no.3
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    • pp.105-114
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    • 2017
  • Objectives : The purpose of this study was to investigate the effects of gambling environment factors (being around gambling, gambling ad access) and irrational gambling belief on the gambling behaviors of college students who experienced sports gambling. Methods : Study participants were 240 college students with sports gambling experience. Data were collected through self-report questionnaires and analyzed with SPSS 18.0. Results : Being around gambling and sports gambling ad access have a statistically significant effect on irrational gambling beliefs, which have statistically significant statistical effects on gambling addiction. Self-regulation did not show statistically significant regulatory effects between irrational gambling beliefs and gambling addiction. Conclusions : It is necessary to take a proactive approach to minimize the negative effects of sports betting and to be aware of the rapidly changing sports gambling environment factors.

The Effects of Advertising with Social Media Participation Attitude as Fashion Brand Communities and UCC (패션브랜드 커뮤니티와 동영상 UCC 소셜 미디어 참여행동이 광고효과에 미치는 영향)

  • Lee, Ji-Hyun;Lee, Seung-Hee
    • Journal of the Korean Society of Clothing and Textiles
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    • v.35 no.8
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    • pp.877-889
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    • 2011
  • This study investigates the effects of social media's fashion advertisements. A survey was taken among men and women in their twenties who had experiences with fashion brand social media. A total of 270 questionnaires were used in this analysis. The results are as follows: First, the factors of content and pursuit of information had positive (+) impacts on advertisement attitude for both men and women in the fashion brand communities. Only the pursuit of information had positive (+) effects on men's brand attitude; however, economy, self-satisfaction, and the pursuit of information influenced women's brand attitude and purchase intention. Secondly, in fashion brand video UCCs, pursuit of information and the formation of relationships had positive (+) impacts on men and women, respectively. The formation of relationships had positive (+) impacts on men's brand attitude; however, the formation of relationships and the pursuit of information influenced women's brand attitude. The pursuit of information and formation of relationships had a positive (+) influences on men's and women's purchase intention, respectively. Men had differences in the pursuit of information and advertisement attitude in the two types of fashion brand communities and video UCCs; however, women had differences in economy and self-satisfaction, advertisement attitude, and brand attitude in the two types. The study results provide basic data by examining men and women in their twenties who have easy access to the Internet for advertisement attitude, brand attitude, and purchase intention in social media as an online fashion advertising media as well as useful information for establishing marketing strategies.

A Study on the Effect of Web Drama PPL Advertising -Focus on Actor Awareness and Perceived Fit (웹드라마 PPL 효과에 관한 연구 -웹드라마와 브랜드의 지각된 적합성과 배우 인지도와의 상호작용 효과를 중심으로)

  • Bae, Kyung Yoon;Han, Eun-Kyoung
    • Journal of Digital Convergence
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    • v.18 no.6
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    • pp.411-418
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    • 2020
  • The purpose of this study was to examine the influence of actor awareness on advertising effect, and to find out whether there is a moderation effect between actor awareness and perceived fit of PPL brand and drama. For this purpose, this research conducted an experimental study through the treatments. A total of 452 participants attended to the experimental study and responded to the questionnaire. As a result, the awareness of the actor did not affect the ad attitude, but it influenced the brand attitude significantly. The perceived fit between PPL brand and drama influenced both the ad attitude and brand attitude significantly. The interaction of actor awareness and perceived fit was significant in ad attitude but not in brand attitude. In addition, purchase intention increased as the attitude toward ad and brand was positive. The purpose of this study is to contribute to establishing a PPL profit strategy for web dramas by examining the relationship between actor awareness and advertising effects, and the moderating effect of perceived fit between PPL brand and drama.

Effects of e-reviews on purchase intention for cosmetics (온라인 리뷰 탐색이 화장품 구매의도에 미치는 영향)

  • Park, Eun-Joo;Jung, Yu-Jin
    • Korean Journal of Human Ecology
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    • v.22 no.2
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    • pp.343-355
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    • 2013
  • E-reviews, electronic reviews, are generally perceived as trustworthy and credible by the consumers, because it is based on the experiences of other consumers who are independent of the marketers. Therefore, consumers may rely more on the review information as an important cue than direct experience or advertising. This paper explored the structural equation model to investigate the relationships among search motives of e-reviews, attributes of e-review, trust, and purchase intention for cosmetics. A self-questionnaire was developed based on previous researches. Data were collected from 300 female university students experienced purchasing cosmetics at the Internet and were analyzed by AMOS 20.0. Results showed that e-review attributes consisted of three factors: expertise/visuality, quality/functionality and advertising/design. Utilitarian and hedonic search motives were significantly related to expertise/ visuality attributes of e-review and then influenced the purchase intention for cosmetics, mediated by the trust of e-review. However, quality/functionality attributes related by utilitarian motive did not have a significant effect to trust of e-review and purchase intention for cosmetics. Regardless of search motives and trust of e-review, advertising/design attributes of e-review directly related to purchase intention of cosmetics. As predicted, the trust of e-review was an important mediated variable to stimulate the purchase intention of cosmetics at internet. The implications of findings for research and practice are discussed.

A Study on the Advertising Strategy Using 'Shin Hallyu' Cultural Content for Marketing Korean Small and Medium-Sized Enterprise Products Targeting Chinese Consumers

  • Yoo, Seung-Chul;Hong, Meiling;Bian, Wen;Piscarac, Diana
    • International journal of advanced smart convergence
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    • v.9 no.3
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    • pp.105-117
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    • 2020
  • The "New Korean Wave" (Shin Hallyu) phenomenon, which is represented by the global popularity of BTS and director Bong Joon-ho's film "Parasite," is making the world excited. The influence of the Korean Wave is not only on politics, society, and culture, but it also has considerable economic ripple effects. We applied individual in-depth interviews with seven media and marketing experts in China to assess the changes in the impact of Korean cultural content (i.e., Hallyu content) and examine the possibility of marketing for Korean small and medium-sized enterprises (SMEs) products using Hallyu content. Considering its massive market potential, China is still an attractive target for Korean companies and is of even greater importance to SMEs, which are highly dependent on exports and lacking marketing budgets as well as a professional workforce. Korean businesses and the economy at large would get a real boost if they could penetrate the Chinese market by utilizing the strength of Hallyu content. Based on the results of the in-depth interviews, the conclusion of our study suggests the direction of advertising strategy on how Korean products can attract the minds of Chinese consumers by utilizing the Shin Hallyu. This research is a practical study that diagnoses the reality of the Korean Wave in China objectively and has excellent practical implications as it proposes methods of how SMEs should use Hallyu for their marketing strategies.

The Effects of Power-of-Speech and Sex of Source on Persuasion, in Radio CM (라디오 광고에서 언어 힘의 설득 효과와 정보원 성(性)의 영향)

  • Chun, Hyun-Suk;Lyi, De-Ryoung
    • Journal of Global Scholars of Marketing Science
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    • v.16 no.1
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    • pp.93-116
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    • 2006
  • The main purpose of this study is to examine whether power-of-speech have an impact on persuasion in radio CM and to determine what is stronger variable either power-of-speech or sex of source. Previous research showed confused result about this issue. Some research supposed the effect of power-of-speech depend on sex of source/Carli, 1990) but the others supposed it is not(Holtgraves & Lasky, 1999; Erickson, Lind, Johnson, & O'Barr, 1978). So present research is designed to show empirical evidence about this issue examining the interaction between effect of power-of-speech and sex of source. Result revealed that power-of-speech affects strongly on persuasion and that effect have no interaction with sex of source. This result means that the effect of power-of-speech is stronger than the effect of sex of source. But in attitude toward product exceptionally, female source using powerful speech induce more favorable attitude toward product than female source using powerless speech whereas male source using powerful and powerless speech induce same attitude toward product.

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The Effects of the Models in Ads on Buying Intention, Self-Esteem and Body Satisfaction of College Women (패션 제품 광고 모델이 여대생의 구매의도, 자존심 및 신체 만족에 미치는 효과)

  • Chung Myung-Sun
    • The Research Journal of the Costume Culture
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    • v.14 no.3 s.62
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    • pp.514-527
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    • 2006
  • It can be said that the ultimate goal of advertising is creating consumers' buying intention and buying behavior toward advertised goods. But literature suggests that ads have both intended and unintended consequences, and one of the unintended consequences is that the idealized images of physical attractiveness found in advertising have negative impact on girls' and womens' self-perceptions. Thus, this study, using social comparison theory as a framework, was designed to investigate the influences of the images of models in ads portrayed in TV and fashion magazines on the purchasing intention, self-esteem and body satisfaction of college women. Using an experimental stimulus, a moving picture representing thin and attractive models in the context of advertising fashion goods, two conditions were manipulated and the subjects were placed into one of two groups randomly, the experiment group and the control group. The experiment group only was exposed to the ads portraying highly attractive models. Data were collected from two groups using same questionnaire. The data were analyzed using t-test, two-way ANOVA, and descriptive statistics. The findings were as follows: 1. The thin and attractive image of models in ads on buying intention had significant positive influence on buying intention(p<.05). 2. The thin and attractive image of models in ads had significant negative influences on self-esteem(p<.05). 3. The thin and attractive image of models in ads had significant negative influence on body satisfaction(p<.05). 4. The ideal body internalization had significant negative influences on body satisfaction(p<.05), but interaction effect of model's image and ideal body internalization on body satisfaction was not significant.

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Effects of advertisement acceptance according to brand familiarity on ease of imitation and behavioral intention of mobile payment (브랜드 친숙도에 따른 광고 수용성이 모방 용이성과 모바일 간편결제 사용의도에 미치는 영향)

  • Kim, Yun-Jeong
    • Journal of Convergence for Information Technology
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    • v.9 no.4
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    • pp.48-58
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    • 2019
  • Recently, companies that have already the brand familiarity based on IT technology are changing the way of financial transactions by providing mobile simple payment service. It is difficult to apply the results of research conducted on traditional financial products, although the familiarity of the brand positively affects the brand attitude and intention of use in the preceding studies. To confirm this, this study verified whether mobile simple payment services of a company with high brand familiarity can copy the service easily and have intention of use through advertisement acceptance. The empirical results showed that the advertising of brand with high familiarity could be a motivation factor to imitate new services more easily. This results is meaningful in that it confirms the importance of strategic advertising because the more higher the brand's familiarity is, the more efficient the advertising can be used in the mobile simple payment service.