• 제목/요약/키워드: consumer data

검색결과 4,176건 처리시간 0.024초

Research on the Strategic Use of AI and Big Data in the Food Industry to Drive Consumer Engagement and Market Growth

  • Taek Yong YOO;Seong-Soo CHA
    • 식품보건융합연구
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    • 제10권1호
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    • pp.1-6
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    • 2024
  • Purpose: The research aims to address the intricacies of AI and Big Data application within the food industry. This study explores the strategic implementation of AI and Big Data in the food industry. The study seeks to understand how these technologies can be employed to bolster consumer engagement and contribute to market expansion, while considering ethical implications. Research Method: This research employs a comprehensive approach, analyzing current trends, case studies, and existing academic literature. It focuses on the application of AI and Big Data in areas such as supply chain management, consumer behavior analysis, and personalized marketing strategies. Results: The study finds that AI and Big Data significantly enhance market analytics, consumer personalization, and market trend prediction. It highlights the potential of these technologies in creating more efficient supply chains, improving consumer satisfaction through personalization, and providing valuable market insights. Conclusion and Implications: The paper offers actionable insights and recommendations for the effective implementation of AI and Big Data strategies in the food industry. It emphasizes the need for ethical considerations, particularly in data privacy and the transparency of AI algorithms. The study also explores future trends, suggesting that AI and Big Data will continue to revolutionize the industry, emphasizing sustainability, efficiency, and consumer-centric practices.

The Effect of Consideration Set on Market Structure

  • Kim, Jun B.
    • Asia Marketing Journal
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    • 제22권2호
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    • pp.1-18
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    • 2020
  • We estimate a choice-based aggregate demand model accounting for consumers' consideration sets, and study its implications on market structure. In contrast to past research, we model and estimate consumer demand using aggregate-level consumer browsing data in addition to aggregate-level choice data. The use of consumer browsing data allows us to study consumer demand in a realistic setting in which consumers choose from a subset of products. We calibrate the proposed model on both data sets, avoid biases in parameter estimates, and compute the price elasticity measures. As an empirical application, we estimate consumer demand in the camcorder category and study its implications on market structure. The proposed model predicts a limited consumer price response and offers a more discriminating competitive landscape from the one assuming universal consideration set.

3D 프린팅 서비스 기반 개인제조를 지원하는 확장 제품자료관리 시스템 (An Extended Product Data Management System Supporting Personal Manufacturing Based on Connected Consumer 3D Printing Services)

  • 도남철
    • 한국CDE학회논문집
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    • 제21권3호
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    • pp.215-223
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    • 2016
  • The low price around 1000 USD makes consumer 3D printers as a new additive manufacturing platform for the personal manufacturing where consumers can make and sell their own products. To allow the consumers to design and manufacture their products, not only economic 3D printers but also supporting information systems for their design and manufacturing are essential. This study suggests an extended product data management (PDM) system that can support both the design and manufacturing of personal products with consumer 3D printing services. This extended PDM system helps consumer designers use advanced PDM technologies for their design and connected 3D printing services with Internet of Things (IoT) technology for realization of their products. As a result, the proposed system supports the consumer designers a seamless integrated product development and manufacturing environment supported by PDM and consumer 3D printing services.

The Effect of Consumer Affinity and Country Image Toward Willingness to Buy

  • Halim, Rizal Edy;Zulkarnain, Elszuary Abrar Uzi
    • 유통과학연구
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    • 제15권4호
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    • pp.15-23
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    • 2017
  • Purpose - This research aims to determine whether the consumer affinity and ethnocentrism as well as the image of a foreign country (Japanese product as the most popular product in Indonesia) are able to influence behavior related to the perceived risk and willingness to buy foreign products from the affinity country. Research design, data, and methodology - Using survey techniques with 164 respondents, the study uses structural equation model with confirmatory factor analysis (CFA). To ensure the research objective and appropriate respondent, then we select an individual who have interest on Japanese culture & language. The primary and secondary data used in this study. Primary data refers to information collected directly from respondent by questionnaires dissemination while secondary data is provided from well-established literatures. Results - The results show us that the ethnocentrism has dominant affection role compared to affinity in order to influence consumer behavior meanwhile, the product country image has cognition role to evoke consumer desire to consume foreign products. Conclusions - From a theoretical perspective, the study contributes to international marketing literature by refining the conceptualization of the consumer affinity construct and highlighting its multidimensional nature. The consumer affinity research need to enrich in term of the context and the different culture and situation.

소비자행동 측면에서의 마이데이터 제도 분석 및 개선방안 연구 (A Study on the Analysis and the Improvement of the MyData System from a Consumer Behavior Perspective)

  • 이영종;이성엽
    • 산업진흥연구
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    • 제9권3호
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    • pp.163-174
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    • 2024
  • 마이데이터는 '개인정보이동권'을 통해 개인정보에 관한 정보주체의 권리를 강화하고 본인정보를 활용하여 초개인화 맞춤형 서비스를 가능케 하는 데이터 활용의 새로운 패러다임이다. 우리나라 마이데이터 제도는 개인정보 자기결정권을 '개인정보 전송요구권'이라는 제도로 구체화하였고, 이를 통해 새로운 마이데이터 산업을 창출하고 있다는 점에서 세계적으로 선도적인 제도로 평가된다. 이에 본 연구는 제도 시행 3년 차인 우리 마이데이터 제도를 소비자행동 관점에서 분석·평가하고 개선방안을 모색하였다. 이를 위해 규제정책과 소비자행동 관련 선행연구 검토를 통해서 소비자행동 관점에서의 제도 분석 및 평가 가능성을 확인하였다. 또한 마이데이터 관련 소비자행동 연구들에서 마이데이터 이용에 유의미한 영향을 미치는 변수들을 선별하여 소비자행동 관점에서 제도를 분석하기 위한 항목으로 채택하였다. 소비자행동 관점에서 제도를 분석한 결과, 우리 마이데이터 제도는 소비자가 중요하게 생각하는 요소들을 비교적 잘 반영하고 있는 것으로 평가된다. 하지만 이용 편리성과 개인정보 보호와 같이 양면적 가치가 있는 경우에는 규제적 성격이 좀 더 우선되는 것으로 확인되었다. 따라서 마이데이터 산업을 활성화하기 위해서 소비자 권리가 훼손되지 않는 범위 내에서 시장 친화적으로 제도 개선을 추진할 필요가 있다. 본 연구는 실증적 소비자행동 연구와 규제정책 연구를 융합하여 마이데이터 제도 개선방안 도출을 시도했다는 점에서 기존 연구들과 차별성을 가진다.

노인소비자문제에 관한 연구 (A Study on the Consumer Problems of the Elderly)

  • 이성림
    • 대한가정학회지
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    • 제29권1호
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    • pp.177-188
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    • 1991
  • The purpose of this study is to investigate elderly consumer problems raised from the process of satisfing one's own consumer need(consumer expenditure problem) and purchasing goods and services in the market(purchase poblem). A survey was conducted and the data from 256 elderly persons aged 60 or more was collected. To analyze the data, following statistical methods were used: ANOVA, t-test, Multiple Regression Analysis. Major findings are as follows. 1) The Average of consumer expenditure problem is below the mid-point. 2) The levels of consumer expenditure and purchase problems differ due to consumer role performance, family solidarity, spause, educational level, discretionary expenditure, income stability and source of income 3) family solidarity, educational level and discretionary expenditure have strong independent influecces on consumer problems both in consumer expenditure and purchase in order named.

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우리 나라 소비자신용의 이용실태와 합리화 방안 (Consumer Credit Use and Credit Problems in Korea)

  • 김경자
    • 대한가정학회지
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    • 제38권2호
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    • pp.79-89
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    • 2000
  • The purpose of this study was to investigate the consumer credit use in Korea at the macro and micro level. For this purpose, various published data from the Korean Bank and other institutions were analyzed. The data showed that the total amount of consumer credit use has been rapidly increased although it decreased a little bit after the 1977 economic crisis, for a while. The influencers of consumer credit use were also investigated. Finally, implications for consumer credit use in the future were suggested.

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An Investigation into Research Productivity in the Journal of Consumer Behavior

  • Shin, Dong-Jin;Huh, Mooyul
    • 유통과학연구
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    • 제13권2호
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    • pp.45-53
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    • 2015
  • Purpose - This study strives to discern trends in research productivity in the Journal of Consumer Behavior. It will identify prolific authors and institutions in articles over ten years (2004-2013). Research design, data, and methodology - The Journal of Consumer Behavior was chosen and articles over ten years were analyzed. Research productivity was determined by categorizing the data into four themes: number of authors per article, author affiliated institutions, a list of prolific authors over a ten-year period, and author-affiliated countries. Results - Authors have a propensity to collaborate on a research paper, yielding a high frequency of articles with two or three authors in a single publication. In addition, author and institution productivity was highest in North America and Europe. Conclusions - The research productivity of the Journal of Consumer Behavior is unprecedented. The trends and insights from this study will allow academics in the area of consumer behavior to observe leading authors and institutions. Moreover, speculations about the leading countries and institutions, not to mention top prolific authors in consumer behavior, will be elucidated in this study.

의복 관여 유형에 따른 소비자 행동 특성 (Consumer Behavior Characteristics Related to Clothing Involvement)

  • 전경숙;박혜정
    • 복식문화연구
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    • 제16권4호
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    • pp.709-721
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    • 2008
  • The purpose of this study is to identify different consumer clusters based on clothing involvement and to examine the differences in consumer characteristics related to clothing purchasing. As consumer behavior characteristics, this study included visiting purpose of Internet shopping malls, purchasing situation, consumer confidence, and clothing satisfaction. Data were gathered by surveying university students living in Seoul metropolitan area using convenience sampling, and 321 questionnaires were used in the statistical analysis. In analyzing data, cluster analysis and one-way ANOVA were conducted. The cluster analysis identified four different consumer clusters, and there were significant differences in the consumer behavior characteristics among the four clothing involvement clusters.

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소비자단체의 공간적 분포 특성 (An Analysis on the Characteristics in Spatial Distribution of Consumer Organizations)

  • 고대균;한지형
    • 디지털융복합연구
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    • 제16권11호
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    • pp.45-55
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    • 2018
  • 본 연구에서는 소비자단체의 공간적 분포와 그 특성을 살펴보고, 소비자단체의 발전 방안을 모색하는 데 필요한 근거 자료를 마련하고자 하였다. 이를 통해 지역을 기반으로 한 소비자단체가 소비자문제를 보다 효과적으로 해결할 수 있는 구체적인 방안을 제안할 수 있기 때문이다. 본 연구에서는 11개 소비자단체, 815개소 지부 및 지회 자료를 수집하여 국지적 자기상관과 공간시차모델을 활용하여 분석하였다. 첫째, 소비자단체의 공간적 분포는 지리적인 특성에 따른 패턴을 찾기 어려웠다. 둘째, 소비자단체는 인구와 사업체 수가 많고 면적이 큰 지역일수록 더 많이 분포하고 있는 것으로 나타났다. 셋째, 소비자단체의 공간적 분포는 소비자상담 건수와 비교할 때, 소비자단체의 수요와 공급 간 불일치가 발생한다는 것을 나타낸다. 후속 연구에서는 소비자단체의 활동에 관한 질적 자료를 보충하여 분석함으로써, 소비자단체의 구체적인 발전방안을 지속적으로 모색할 필요가 있다.