• Title/Summary/Keyword: intention of recommendation

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The Effect of Personalized Product Recommendation Service of Online Fashion Shopping Mall on Service Use Behaviors through Cognitive Attitude and Emotional Attachment (온라인 패션쇼핑몰의 개인 상품 추천서비스가 인지적 태도와 감정적 애착을 통해 서비스 사용행동에 미치는 영향)

  • Choi, Mi Young
    • Fashion & Textile Research Journal
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    • v.23 no.5
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    • pp.586-597
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    • 2021
  • Personalized product recommendation service is receiving attention as a new marketing strategy while supporting consumer information search and purchasing decisions. This study attempted to verify the effect of self-reference on service use behavior through the dual path of cognitive attitude and emotional attachment. Using convenience sampling, an online survey was conducted with 324 women who were in their 20s and 30s. After collecting and compiling the survey data, the reliability and validity of variables constituting the conceptual research model were verified through confirmatory factor analysis using AMOS 22.0. Next, the significance of sequentially mediated pathways was verified using Process 3.5 Model 80. The results showed that self-referencing not only significantly affects service use intention by simply mediating cognitive attitudes but also sequentially mediates cognitive attitudes and additional information search. Furthermore, self-referencing was significant as an indirect path to service use intention by mediating additional information search. However, in the path mediated by emotional attachment, self-referencing was considered as a simple mediated path leading to service usage intention. These results indicate a dual path in the psychological mechanism, through cognitive and emotional evaluation, that prompts consumer behavioral responses to the personalized product information provided in the shopping process.

Effectiveness of Recommendation using Customer Sensibility in On-line Shopping Mall (온라인 쇼핑몰에서 고객의 감성을 활용한 추천 효과)

  • Lim, Chee-Hwan
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.28 no.3
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    • pp.58-64
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    • 2005
  • Customer sensibility based recommendation agent system was developed to tailor to the customer the suggestion of goods and the description of store catalog in on-line shopping mall. The recommendation agent system composed of five modules and seven services including specialized algorithm. This study was to investigate the effectiveness of the customer sensibility based recommendation agent system in on-line shopping mall. This study asked 30 male and female students to perform the task in on-line shopping mall and facilitated them questionnaires. The questionnaires were administered to subjects to measure quality precision, ease of use, support of buying, purchasing power, future intention of the system. The study revealed that good part of the subjects positively evaluated the customer sensibility based recommendation system except for ease of use. The study on usability of the recommendation agent system has need to be performed in next. This paper shows that the satisfaction and the buying power of customers may be improved by presenting customer sensibility based recommendation in on-line shopping mall.

An Exploratory Study on the Determinants of Customer Satisfaction in Credit Card Service (신용카드서비스의 고객만족요인에 관한 탐색적 연구)

  • Lee, Hyung-Seok;Lee, Gi-Sun;Kim, Sang-Yong
    • Journal of Global Scholars of Marketing Science
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    • v.13
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    • pp.29-47
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    • 2004
  • This study examined the determinants of customer satisfaction in credit card service which has grown rapidly. We are interested in the determinants that affect intention of re-use and recommendation for the credit card. And in this study we adopt and extend the customer satisfaction factors presented in the literatures of retail banking services. The results show that the factors of corporate, innovativeness, physical & staff service and fee affect the customer satisfaction of the re-use intention. We also find that additional services, innovativeness and physical & staff service are the factors for the customer satisfaction of the recommendation intention. Finally, we discuss the managerial implications with a direction of future studies.

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Effects of the Image of Internet Portal on Long-Term Orientation, Consumer Satisfaction. and Recommendation Intention (인터넷 포털이미지가 장기지향성, 소비자 만족도 및 추천의도에 미치는 영향)

  • Kim, Kyung-Hee
    • The Journal of the Korea Contents Association
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    • v.9 no.8
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    • pp.333-340
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    • 2009
  • The study aims to look into relations between internet portal images and long-term orientation for continuing growth in the internet portal market with intensifying competition. In detail, the study aimed to identify the effect of the Internet portal image on long-term orientation and the relationship between satisfaction and the intention to recommend. As a result of an empirical analysis, the attribute of the image evaluation of the Internet portal sites was deduced to be a factor which included the affordances of information, entertainment and additional services, customer services, and convenience. All the four areas were found to significantly affect long-term orientation. Specifically, the affordances of information and entertainment and additional services were shown to be the most influential. In addition, the finding turned out that long-term orientation affected significantly consumer satisfaction and recommendation intention, and the satisfaction of relative portal had a significant effect on recommendation intention. These research results are supposed to be useful basic data for establishing competitive strategies of differentiated Internet portals in the market.

Effects of Service Quality on Customer Satisfaction, Brand Image, and Customer Loyalty of Female University Students in a Coffee Shop (여대생들의 커피 전문점 서비스 품질 인식이 고객 만족, 브랜드 이미지, 고객 충성도에 미치는 영향)

  • Kim, Byoungsoo;Yoon, Jimi;Moon, Shin-Young
    • The Journal of the Korea Contents Association
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    • v.13 no.12
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    • pp.428-438
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    • 2013
  • In the highly competitive coffee market, each coffee shop is striving to improve customer loyalty by providing a high level of service quality. To deepen our understanding of service quality in the coffee shop market, this study identifies the key elements of service quality of coffee shops and investigates their impacts on decision-making processes of female university students. This study also investigates the effects of customer satisfaction and brand image on customer loyalty in a coffee shop market. Moreover, it considers the two critical customer loyalty: repurchasing intention and recommendation intention. Data collected from 206 female university students were empirically tested against a research model using partial least squares. Analysis results showed that service product and service delivery significantly affect customer satisfaction and brand image whereas service intangible and service environment do not significantly influence on them. Customer satisfaction and brand image play an important role on the formation of repurchasing and recommendation intention.

The Effect of Evaluation Factor on Repurchase Intention and Recommendation Intention in China Cellular Phone Market (중국 휴대폰 시장에서의 구매 평가영역에 대한 만족이 재구매의도와 타인추천의도에 미치는 영향)

  • Choi, Soo-Ho;Kim, Shin-Joong
    • Journal of Digital Convergence
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    • v.17 no.12
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    • pp.117-127
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    • 2019
  • This study was done to analyze the relationship among the characteristic elements for a evaluation factor(design, function, quality, price, conveniency, personnel factor), the evaluation factor satisfaction, repurchase intention and recommend intention that the China cellular phone users perceived by group. The survey was divided into "design, function, quality, price, conveniency, personnel factor, repurchase intention and recommend intention". As a study result, every characteristic elements for a evaluation factor excepting price had an effect on independent variables such as design, function, quality, conveniency, personnel factor satisfaction. And all evaluation factors had an effect on repurchase and recommend intention. In conclusion, in order to increase the repurchase and recommend intention in China cellular phone market it would be necessary to improve the characteristic elements satisfaction for design, function and personnel factor. And after the design, function and personnel factor satisfaction were improved, we could improve the repurchase and recommend intention.

A Study on the Factors Affecting User Trust and Satisfaction: Focusing on the Online Fashion Curation Services

  • Hohyun Kim;Jongtae Lee
    • Asia pacific journal of information systems
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    • v.33 no.4
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    • pp.1156-1170
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    • 2023
  • Various corporates have launched products and brands to meet the diverse needs of consumers. However, an excess of information and products could be collapsed into a choice paradox far from the intention. As an alternative to these problems, curation-based services have recently been in the limelight and can be adopted into e-commerce sites. As one of the earlier studies on the considerable factors of curation services, this study focuses on the online fashion recommendation system in which design quality, interactivity, and perceived usefulness will affect trust, satisfaction, and continued intention to use. In the result, the design quality factor shows a positive effect on satisfaction, but not on the trust. Also, interactivity doesn't demonstrate a significant positive effect on both the satisfaction and the trust factors far from the previous ones but the perceived usefulness had a positive effect on those. In addition, the personalization does not affect a significant effect on the satisfaction factor but on the trust factor. Subsequently, the trust affects the satisfaction, and the satisfaction on the continued intention to use factor, but trust does not significantly affect the continued intention to use directly.

A Study on the Influence of the Exhibition's Image on Visitor's Satisfaction and Behavioral Intention (전시회 이미지가 방문객 만족 및 행동의도에 미치는 영향 연구)

  • Kim, Si-Joong
    • Journal of the Economic Geographical Society of Korea
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    • v.20 no.3
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    • pp.419-430
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    • 2017
  • This study aims to analyze the effect of the exhibition's image toward Visitor's Satisfaction and Behavioral Intention (re-visit and recommendation), and to investigate the influence relationship between visitor's satisfaction and behavioral intention. Thus, the survey is carried out to 489 visitors from Daejeon International Wine Fair and the result shows as following. First, after the analysis of local exhibition's image, 6 factors(wonderfulness tendency, experience tendency, purchase tendency, entertainment tendency, and utility tendency) come out. Second, the impact on image of exhibition's image from 6factors is sequentially followed as wonderfulness tendency, experience tendency, purchase tendency, entertainment tendency, and utility tendency, however the local tendency have no impact on. Third, in the influence relationship between re-visit and exhibition image- as a following order- wonderfulness, purchase tendency, experiment tendency, entertainment tendency and local tendency are sequentially have an impact. Forth, the result of the analysis for influence between elements of the exhibition's image factor and the intention of recommendation shows that wonderfulness, experience tendency, entertainment tendency, and purchase tendency elements had a meaningful influence on the intention of recommendation however, local tendency and utility tendency do not have an impact. Fifth, the satisfaction of visitors have an affirmative influence on the intention of behavior(re-visit and recommendation).

Service Quality and Information Value of Online Travel Chat - A Case from KTO's 1330 Chat

  • Petya, Todorova;Hyemin, Kim;Chulmo, Koo
    • Journal of Smart Tourism
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    • v.2 no.4
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    • pp.35-43
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    • 2022
  • Tourism businesses use chat services to provide immediate customer support and to help users navigate within a website, but there are more outcomes of this interaction that should be examined. The current study aimed to discover if the online travel chat service quality and information value of the online travel chat service lead to user satisfaction with the service and visit intention to a recommended destination by Korea Tourism Organization's 1330 Live Chat. The results indicate that information value (functional and innovation) and online travel chat service quality (reliability, assurance, and security) lead to satisfaction with the live chat service and visit intention to a recommended destination. The results can benefit practitioners who want to expand and improve their customer service interaction and recommendations, and to scholars who study the relationship between customer services in tourism recommendation and sales context.

User's Context Reasoning using Data Mining Techniques (데이터 마이닝 기법을 이용한 사용자 상황 추론)

  • Lee Jae-Sik;Lee Jin-Cheon
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2006.06a
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    • pp.122-129
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    • 2006
  • The context-awareness has become the one of core technologies and the indispensable function. for application services in ubiquitous computing environment. In this research, we incorporated the capability of context-awareness in a music recommendation system. Our proposed system consists of such components as Intention Module, Mood Module and Recommendation Module. Among these modules, the Intention Module infers whether a user wants to listen to the music or not from the environmental context information. We built the Intention Module using data mining techniques such as decision tree, support vector machine and case-based reasoning. The results showed that the case-based reasoning model outperformed the other models and its accuracy was 84.1%.

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