• 제목/요약/키워드: Core Consumer

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의사결정나무를 활용한 온라인 소비자 리뷰 평가에 영향을 주는 핵심 키워드 도출 연구: 별점과 좋아요를 중심으로 (Core Keywords Extraction forEvaluating Online Consumer Reviews Using a Decision Tree: Focusing on Star Ratings and Helpfulness Votes)

  • 민경수;유동희
    • 한국정보시스템학회지:정보시스템연구
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    • 제32권3호
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    • pp.133-150
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    • 2023
  • Purpose This study aims to develop classification models using a decision tree algorithm to identify core keywords and rules influencing online consumer review evaluations for the robot vacuum cleaner on Amazon.com. The difference from previous studies is that we analyze core keywords that affect the evaluation results by dividing the subjects that evaluate online consumer reviews into self-evaluation (star ratings) and peer evaluation (helpfulness votes). We investigate whether the core keywords influencing star ratings and helpfulness votes vary across different products and whether there is a similarity in the core keywords related to star ratings or helpfulness votes across all products. Design/methodology/approach We used random under-sampling to balance the dataset. We progressively removed independent variables based on decreasing importance through backwards elimination to evaluate the classification model's performance. As a result, we identified classification models that best predict star ratings and helpfulness votes for each product's online consumer reviews. Findings We have identified that the core keywords influencing self-evaluation and peer evaluation vary across different products, and even for the same model or features, the core keywords are not consistent. Therefore, companies' producers and marketing managers need to analyze the core keywords of each product to highlight the advantages and prepare customized strategies that compensate for the shortcomings.

사이버대학교의 핵심역량에 관한 연구 : 오프라인 기반 대학에 대한 소비자 지각을 중심으로 (A Study of Cyber University Core Competence: The Consumer's Perception about Off-line Base University)

  • 임양환;권순홍
    • 디지털산업정보학회논문지
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    • 제4권4호
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    • pp.127-138
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    • 2008
  • To study about core capability which becomes the kernel of sustainable competitive advantage (SCA) in cyber university which confronts competition-deepening circumstance, the value and importance of brand and educational services of cyber universities which stand on the basis of offline university were examined. Moreover, core capability based on the importance of cyber university service was searched, and its strategic course were suggested. Within research processes, competition environment of cyber university was forecasted, and importance to build up its core capability was examined. Moreover, conjoint analysis was carried out for three offline cyber universities. As a result of survey analysis, effectiveness of cyber university brand showed greater influence than other characteristics in terms of the influence which affects consumer preference for cyber university. Therefore, to overcome weaknesses of brand asset in low brand power cyber university, establishment of strong core capability which reflects consumer preference is needed to carry out differentiation strategy or concentration strategy, and it is necessary to consider the introduction of new competitiveness structure.

메타버스 핵심가치에 대한 소비자 기대 수준 조사 (Metaverse Core-value Structure and Consumer Expectations Survey)

  • 석왕헌;안지영;신용희
    • 전자통신동향분석
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    • 제39권3호
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    • pp.13-24
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    • 2024
  • The capabilities of the metaverse have been demonstrated by representative examples such as Roblox, Fortnite, and Zepeto, and it can enable gaming, social networking services, and other applications. Nevertheless, research on the metaverse has been fragmented owing to conflicting definitions, core values, and characteristics. This ambiguity in metaverse conventions has hindered related research, analysis, and policy establishment. As the confusion seems to aggravate, consistent concepts should be established. Although the coronavirus disease pandemic led to a collapse in metaverse usage, it is regaining public interest since 2022. To promote the metaverse development, we structure core values based on existing research and surveys of consumer expectations. We found that consumers perceive the metaverse as a realistic virtual space and a potential economic opportunity. Hence, it seems necessary to track the extent to which the metaverse core values satisfy consumer demands. Such core values should be consistently reflected in policies and technology development.

소비자 체험마케팅의 핵심적 특성들과 기여에 대한 고찰 (A Study of the Core Characteristics and Contribution of Consumer Experiential Marketing)

  • 김우성;허은정
    • 한국생활과학회지
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    • 제16권1호
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    • pp.89-101
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    • 2007
  • This study deals with classification of various approaches regarding consumer experience, core characteristics, and contribution of experiential marketing. This study classifies seven approaches regarding consumer experience into 4 broad views (1)experience as experiential brand concept, 2)experience as a behavior, 3)experience as a behavior focusing on an affect, 4)experience as a holistic experience. Each of these 4 views of experience as well as the seven approaches is further explained in details. Five core characteristics of experiential marketing are suggested: l)forming a deep relationship between a customer and a brand, 2)being related to personal final values, 3)holistic experience with a brand, 4)fun, pleasure, and immersion, and 5)keeping customers through customer satisfaction and giving impression to a customer. Five propositions based on these core characteristics are suggested. The contribution of experiential marketing is suggested.

대학교육서비스에 대한 소비자만족 모델구축 (Consumer Satisfaction Model with Educational Services in Higher Education)

  • 김미라;황덕순
    • 가정과삶의질연구
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    • 제24권6호
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    • pp.17-31
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    • 2006
  • The purpose of this study was to develop the model of consumer satisfaction with educational services in higher education on the basis of expectation-disconfirmatiom theory. The major findings were as follows : 1. The level of consumer satisfaction with educational services in higher education was low. Among the four dimensions of the educational services in higher education, the level of consumer satisfaction was the highest with 'education' and lowest with cost. 2. In the model of national university, the perceived performance of the core service, the disconfirmation of the core service, the perceived performance of the additional service, the disconfirmation of the additional service had a casual effect. The perceived performance of the additional service had the greatest casual effect among them. 3. In the model of private university, the perceived performance of the core service, the disconfirmation of the core service, the perceived performance of the additional service, the disconfirmation of the additional service had a casual effect. The perceived performance of the core service had the greatest casual effect among them.

New Hypervisor Improving Network Performance for Multi-core CE Devices

  • Hong, Cheol-Ho;Park, Miri;Yoo, Seehwan;Yoo, Chuck
    • 대한임베디드공학회논문지
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    • 제6권4호
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    • pp.231-241
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    • 2011
  • Recently, system virtualization has been applied to consumer electronics (CE) such as smart mobile phones. Although multi-core processors have become a viable solution for complex applications of consumer electronics, the issue of utilizing multi-core resources in the virtualization layer has not been researched sufficiently. In this paper, we present a new hypervisor design and implementation for multi-core CE devices. We concretely describe virtualization methods for a multi-core processor and multi-core-related subsystems. We also analyze bottlenecks of network performance in a virtualization environment that supports multimedia applications and propose an efficient virtual interrupt distributor. Our new multi-core hypervisor improves network performance by 5.5 times as compared to a hypervisor without the virtual interrupt distributor.

성인소비자 대상의 온라인 소비자교육프로그램 개발 및 평가 -소비자주의영역을 중심으로- (A Development and Evaluation of an On-line Consumer Education Program for Adults in Consumerism - Focused on consumerism -)

  • 김민정;김기옥
    • 가정과삶의질연구
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    • 제21권5호
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    • pp.77-91
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    • 2003
  • Most consumers have experienced unexpected consumer problems in the new consumption environment. Accordingly consumer education is very important to prevent consumer problems in advance. Adult consumers don't have many chances to take consumer education with various reasons though they are in a core position in the economy. This study developed an on-line consumer education program for adults in consumerism in the website, www.bestmaker.com/cw. The contents of consumerism were divided into five subfields such as consumer rights, responsibility and roles; consumer law; consumer participation; consumer protection; on-line survey. The on-line consumer education program was given to 164 adult consumers who could use internet, and the contents and the methods of the consumer education were evaluated by the same consumers with an on-line survey. The results of the survey show that those in 30's through 40's and with higher education are more satisfied with the contents and the methods of the on-line consumer education. This study implies that the contents, the methods, and the design of an on-line consumer education need to be consistent each other and well organized altogether.

베트남 시장에서 코어 아이덴티티를 이용한 브랜드 리포지셔닝 전략에 관한 연구 (Brand Repositioning with Core Identity in Vietnam)

  • 강인원;박찬욱
    • 지식경영연구
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    • 제9권4호
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    • pp.77-89
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    • 2008
  • Vietnam is very attractive market to Korean firm. Because of changing consumer needs, competitive actions, or any other changes in Vietnam marketing environment over time, managers may need to reposition their brands through new marketing communication campaigns. For repositioning, core identity can be an important strategic objective for market managers. Using data from Vietnam, this research aims to determine core identity and to make repositioning plan with it and find considerable results.

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A Study on Green Consumer Segmentation Based on Socio-Demographics and Behavioral Responses: Renewing the Relationships between Socio-demographics and Green Behavior

  • Kim, Young Doo
    • Asia Marketing Journal
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    • 제17권1호
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    • pp.1-26
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    • 2015
  • In the 21st century, green consumer behavior, playing one of the core roles of sustainability, is still an important issue to green-related stakeholders. Because one of the major objectives of green-consumer research is an improvement of behaviors aligned with greening, this paper revisited socio-demographic variables and shed light on segmenting and profiling green consumers based on their connectedness between socio-demographic variables and green behaviors. Using correlations, factor analysis, analysis of variance, k-means cluster analysis and χ2-tests, this paper shows that socio-demographic variables differentially impact green-consumer behaviors. In order to profile green consumers, this paper additionally attempts to segment green-consumer groups. The results also coincide with former findings that socio-demographic variables relate significantly with segmented green-consumer group behaviors. General findings are summarized as: 1) older people used green practices more strongly than younger people, 2) females demonstrated better energy-saving and recycling practices compared to males, 3) marital status also significantly influenced green-related behaviors, 4) subjective social class had a significant influence on green-related behaviors, 5) education level and income, however, weakly influenced or showed no impact on green-related behaviors, and 6) a green consumer was classified as an 'active green consumer,' 'utilitarian green consumer,' or 'inactivated green consumer.' The utilitarian green consumer group distinctively behaved more strongly in energy-saving and recycling practices compared to the inactivated green consumer group, whereas active green consumers behaved more strongly on the whole, when compared to those in the inactivated green consumer group.

Exploring the Phenomenon of Consumers' Experiences of Reading Online Consumer Reviews

  • Park, Jee-Sun
    • 패션비즈니스
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    • 제22권3호
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    • pp.89-108
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    • 2018
  • This paper aims to explore the analysis of the meanings and processes of reading online consumer reviews and to construct a substantive theory that explains the process involved with the phenomenon of reading consumer reviews. In order to explore the phenomenon, this study employs a qualitative methodology. Following the grounded theory perspective, the researcher conducted interviews with 17 participants, who have subsequently shopped online and utilized online consumer reviews for shopping, and decidedly employed in-depth interviews with those participants. Through coding and making constant comparison, several themes emerged: improving confidence, trusting reviews, getting a sense of who reviewers are, seeking balance, processing and handling negative reviews, experiencing vicariously, increasing searchability, getting a sense of who they are in terms of similarity, and seeking benefits and the usage situations from consumer based reviews. Among the emerging themes, improving confidence can be considered a core category, which is influenced by the analysis of trusting reviews and the consumer vicarious experiences with a product. Moreover, this study discusses the relationships among the themes. This study concludes with a discussion of the results, implications, and limitations.