• 제목/요약/키워드: Word-Of-Mouth Effect

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Identifying Prospective Visitors and Recommending Personalized Booths in the Exhibition Industry

  • Moon, Hyun Sil;Kim, Jae Kyeong;Choi, Il Young
    • Journal of Information Technology Applications and Management
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    • 제21권1호
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    • pp.85-105
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    • 2014
  • Exhibition industry is important business domains to many countries. Not only lots of countries designated the exhibition industry as tools to stimulate national economics, but also many companies offer millions of service or products to customers. Recommender systems can help visitors navigate through large information spaces of various booths. However, no study before has proposed a methodology for identifying and acquiring prospective visitors although it is important to acquire them. Accordingly, we propose a methodology for identifying, acquiring prospective visitors, and recommending the adequate booth information to their preferences in the exhibition industry. We assume that a visitor will be interested in an exhibition within same class of exhibition taxonomy as exhibition which the visitor already saw. Moreover, we use user-based collaborative filtering in order to recommend personalized booths before exhibition. A prototype recommender system is implemented to evaluate the proposed methodology. Our experiments show that the proposed methodology is better than the item-based CF and have an effect on the choice of exhibition or exhibit booth through automation of word-of-mouth communication.

인터넷 전자상거래 환경에서의 구전효과의 선행 요인에 관한 연구 (A Study on Antecedents of WOM in the Context of Internet E-Commerce)

  • 조현;이정민
    • 한국IT서비스학회지
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    • 제12권2호
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    • pp.231-242
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    • 2013
  • E-commerce market has been increasing rapidly, which reflects the convenience and economic benefits associated with its usage. Unlike the traditional markets, WOM (Word-of-Mouth) becomes more important because e-commerce consumers can't experience the real product in the purchase decision-making process. In this regard, identifying the influencing factors to WOM of internet e-commerce site is very important. In this paper, we aim to examine the effects of perceived and individual variables on WOM in the context of internet e-commerce site. In order to analyze the antecedents, we selected perceived and individual factors such as regret tendency scale, prior knowledge and merchandise attractiveness. In addition, we examined the role of gender as dummy and moderating variable. For empirical analysis, we surveyed real users of internet e-commerce site. As a result, all antecedents showed significant influence on WOM except regret tendency scale. Among the variables, the merchandise attractiveness has top standardized coefficient. Gender plays a role as moderating variable when only interacting with regret tendency scale. The results of this research can be useful guidelines for internet e-commerce providers.

소셜집단특성이 소셜커머스 재구매의도에 미치는 영향과 실용적 가치의 조절효과 (Social Group Factors Impacting the Customer Satisfaction, Trust and Intention to Re-purchase in Social Commerce and the Moderating Effects of Utilitarian Value)

  • 김상현;박현선
    • 한국정보시스템학회지:정보시스템연구
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    • 제22권2호
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    • pp.1-24
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    • 2013
  • The main purpose of this study is to understand how the characteristics of social network services' social group can impact customer satisfaction, trust and repurchase intention. For this, this study extracts five social group factors(word of mouth effect, social interaction, collectivism, variety seeking, information seeking) based on relevant literature reviews. In addition, the study examines the moderating effects of utilitarian value on the relationships between customer satisfaction and trust and intention to repurchase. The proposed model of this study is empirically tested using survey data collected from 220 social commerce users. The results indicated that social group factors except social interaction were positively related to customer satisfaction. In addition, social group factors except social interaction and information seeking were positively related to trust. The results also showed that customer satisfaction and trust had a significant influence on intention to repurchase. The moderating effects of utilitarian value also was significant. The results of this study presented the strategic implications for social commerce firms.

UCC 관광정보의 활용방안 연구 (A Study on the Practical Use of UCC Tourism Information)

  • 양성수;최병길;홍성화;조성진
    • 한국콘텐츠학회논문지
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    • 제9권11호
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    • pp.416-423
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    • 2009
  • 마케팅 분야에서 구전은 소비자에게 영향력이 매우 높은 커뮤니케이션 수단으로 설득력이 강하고 매우 효과적이라고 할 수 있다. 최근 인터넷 이용이 증가하면서 여행경험담, 여행추천, 의견교환 등 UCC 관광정보에 대한 정보교환이 활발하게 이루어지고 있다. 본 연구에서는 이러한 현상을 실험조사 설계를 통해서 UCC 관광정보 이용실태를 파악하고자 하였다. 결과로서 도출된 UCC 관광정보의 현상에 대한 내용을 토대로 정보의 생성단계, 교환단계, 확산단계 등 정보흐름별 활용방안을 제시하였다.

e-CRM 구성요인이 e-쇼핑몰 고객만족 및 브랜드 충성도에 미치는 영향에 관한 연구 (A study on effect of e-CRM elements, Customer satisfaction and brand loyalty in the e-shopping mall)

  • 김미지;김강
    • 한국컴퓨터정보학회논문지
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    • 제16권1호
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    • pp.211-218
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    • 2011
  • 고객관계 관리는 일련의 과정 및 특정고객과 장기적인 관계를 정립하여 이윤을 추구하는 영업전략 지원 시스템으로 구성되었다. 성공적인CRM 전략은 예외 없이 고객자료 및 정보통신 기술에 기반 하여 형성된다. 최근들어 인터넷이 생활화되고, IT기술이 급속히 발달하면서 고객관계관리가 인터넷상에서 이루어지는 e-CRM이 등장하게 되었다. 이 연구를 통해 e-쇼핑몰에서의 e-CRM의 가 구성요소들이 소비자의 고객만족과 충성도에 어떠한 영향관계를 미치는지 조사한다. 그리고 e-CRM구성요소들을 통한 고객의 만족이 인터넷을 통한 구전효과나 구매선택에 어떠한 영향을 미치는지 알아보았다.

고객 정보참여 행동의 결정요인과 관여의 조절역할: 구전과 협조를 중심으로 (Determinants of Customers' Information Engagement and the Moderating Effect of Involvement: Focused on WOM and Cooperation)

  • 이유재;이수진
    • Asia Marketing Journal
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    • 제8권3호
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    • pp.13-40
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    • 2006
  • 본 연구의 목적은 고객의 정보참여행동 중 대표적 행동유형인 구전과 협조를 중심으로 참여유형의 결정요인과 구전과 협조간의 단계적 행동경로의 관계, 그리고 행동단계의 촉진변수에 대하여 살펴보았다. 구전은 대고객시민행동, 만족, 몰입의 선행요건에 의해 영향을 받는 것으로 나타났다. 반면 협조는 구전의 선행요건의 영향을 받기 보다는 구전의 영향을 받는 것으로 나타났다. 만족, 몰입 등의 관계적 선행요건이 정보참여행동에 중요한 전제요건이기는 하지만 보다 적극적인 정보참여유형을 결정하진 않았다. 구전과 협조간의 참여수준 이행에 대한 분석은 경쟁모델 비교분석을 통해 구전에서 협조로의 참여수준이행이 확인되었고, 관여는 참여수준을 조절하는 촉진변수의 역할을 하였다.

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The Effects of One-Sided vs. Two-Sided Review Valence on Electronic Word of Mouth (e-WOM): The Moderating Role of Sponsorship Presence

  • Park, Jihye;Yi, Youjae;Kang, Dawon
    • Asia Marketing Journal
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    • 제21권2호
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    • pp.1-19
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    • 2019
  • Prior studies on the effects of online consumer reviews have mainly focused on review valence, but little research has investigated how two-sided (both positive and negative) and one-sided (only positive) reviews influence consumers' response to online review. In addition, little attention has been paid to how sponsorship presence (firm-sponsored reviews vs. consumer-voluntary reviews) influences individuals' attitude toward online review. Unlike consumer-voluntary reviews without any monetary incentive, firm-sponsored reviews include messages about brands providing monetary compensation. This study examines whether review valence (two-sidedness vs. one-sidedness) influences attitude toward online review via its influence on review credibility. Further, this study examines whether sponsorship presence affects when review valence influences attitude toward review. Thus, this research investigates the effect of review valence on attitude toward review and the moderating role of sponsorship presence in the relationship between review valence and attitude toward review. The first experiment reveals that attitude toward review is more favorable when the review is two-sided (vs. one-sided). The second study demonstrates that differences between the two-sided and the one-sided review occur only for firm-sponsored reviews, not for consumer-voluntary reviews. The theoretical and practical implications are also discussed.

공항 식음료 매장에서 공항이용객의 충동구매행동에 영향을 미치는 요인에 대한 연구 (A Study on the Factors affecting Passengers'Impulsive Decision Making Behavior in Food and Beverage Restaurant in Airports)

  • 고동한;김근수;김용범
    • 한국항공운항학회지
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    • 제27권1호
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    • pp.69-80
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    • 2019
  • The purpose of this study is to investigate factors that affect menu navigation time and consumer trust in food and beverage(F&B) restaurants to analyze the menu's effect on impulse buying behavior. Based on the results of the analysis, this paper derives theoretical and practical implications to improve the growth and development of F&B restaurants located in airports. According to empirical analysis, it was proven menu browsing time has been found to strongly influence passengers' impulsive order behavior. A passenger with a strong "consumption ability" navigates the menu for a longer period, which increases the likelihood of impulsive purchases. Service appeal also has a significant influence on menu navigation time. Third-party certification did not appear to help build passenger confidence, thus yielding contradictory results compared to previous studies. Word of mouth had the strongest influence on trust formation. Finally, when passengers were satisfied with the menu items of F&B restaurants they had previously ordered, they tended to believe that the menu items they had not tried would also be good. In sum, impulsive menu orders have a direct impact on the profitability of F&B restaurants.

Netflix in Indonesia: Influential Factors on Customer Engagement among Millennials' Subscribers

  • AUDITYA, Annisa;HIDAYAT, Z.
    • 유통과학연구
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    • 제19권1호
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    • pp.89-103
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    • 2021
  • Purpose: This study is to explore how Netflix Customers' Engagement was influenced by Instagram Content, Perceived Price, Exclusivity, and Motivation in the context of Media Streaming and the role of Willingness to Subscribe as the mediating variable. This study underlines millennial's willingness to engage and the form of engagement. Research design, data, and methodology: The data for this research were collected from 100 Netflix's Millennials subscribers who follow @netflixid Instagram. All the results were analyzed and verified using SEM-PLS. Results: Research findings indicated that Willingness to Subscribe, Exclusivity, Motivation, and Instagram Content positively influenced Customer Engagement among Netflix millennials' subscribers. In contrast, Perceived Price had a negative effect on Customer Engagement. Conclusions: As a consequence, the exclusivity that Netflix offers to its audience by a recommendation algorithm has been proven to increase the engagement. This study also disclosed that the most definite form of positive engagement shown by Netflix millennials' subscribers is a behavioral aspect, where they positively recommend Netflix (word of mouth). The study findings can be a reference for the media streaming industry in their efforts to strengthen the engagement with their customers, especially the millennials, and provide knowledge about consumer behavior in digital technology.

학교도서관의 도서반 활동이 학생들에게 미치는 마케팅 효과 분석 연구 (A Study on the Marketing Effectiveness of the Student Assistants Activities in the School Library)

  • 최예윤;김기영
    • 한국비블리아학회지
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    • 제28권1호
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    • pp.143-165
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    • 2017
  • 본 연구는 학교도서관의 도서반 활동이 이용자인 학생들과 학교도서관에 미치는 영향을 마케팅 관점에서 살펴보고, 도서반을 이용한 학교도서관 마케팅 방안을 제시하는데 목적이 있다. 이를 위해 서울 및 경기지역 소재 중학교 9개교를 대상으로 설문조사를 하여 가설 검증을 위한 통계적 분석을 실시하였다. 그 결과, 충성도를 포함한 학교도서관의 마케팅 효과는 내부 및 체험마케팅 요소와 같은 도서반의 활동 특성에 의해 영향을 받는 것으로 확인되었다. 또한, 도서반의 활동이 효과적인 구전마케팅으로 연결될 수 있는 것으로 나타났으며, 이를 기반으로 학교도서관 마케팅에 도서반을 활용한 방안을 제시하였다.