• 제목/요약/키워드: data mart

검색결과 94건 처리시간 0.028초

Experimental Analysis of Unsteady Bubble Behaviors Using Three-Dimensional Tomography

  • Ko, Han-Seo;Kim, Yong-Jae
    • 비파괴검사학회지
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    • 제25권6호
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    • pp.431-438
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    • 2005
  • Bubble behaviors in a circular tube have been analyzed numerically and experimentally by a three-dimensional tomography method, Initially, a multiplicative algebraic reconstruction technique (MART) which showed better results for previous studies of numerical simulations has been performed to confirm the accuracy of the three-dimensional reconstruction for the two-phase flow using a computer-synthesized phantom, Then, bubble behaviors have been investigated experimentally by the three-dimensional MART method using real projected data captured simultaneously by a laser and three CCD cameras for three angles of view, Also, the transient reconstructions have been attempted to analyze the real-time oxygen-bubble movements in water by the interval of 1/30 second.

Do Quality-Focused Retailer Brand Types Contribute to Building Store Loyalty in Korea?

  • Chung, Lak-Chae;Cho, Young-Sang
    • 유통과학연구
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    • 제11권9호
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    • pp.5-15
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    • 2013
  • Purpose - The research aim is to shed empirical light on whether quality-focused retailer brands such as Premium brand of Tesco Korea, Prime of Lotte Mart, and Best of E-Mart in the grocery market, make a contribution to developing store loyalty in the Korean market particularly. Research design, data, methodology - After developing sixconstructs, such as higher quality, stock availability, price levels, national brands, retailer brand attitudes, and store loyalty, the authors adopted exploratory factor analysis, confirmatory factor analysis, chi-square test and structural equation modelling as a research technique. Results - It was found that higher quality strongly influences the retailer brand attitude formation, and that retailer brand customers were sensitive to price levels. Buyers are, nevertheless, relatively less aware of price levels, when purchasing quality-oriented retailer brand types. Conclusions - The research implied that quality-oriented retailer brand types make a significant contribution to retailer brands attitude formation, and further, building store loyalty.

강원권역 전자시장 활성화 방안 연구 (A Study on Plan for the activation of an e-market in Gangwon Province)

  • 라공우;민태홍
    • 통상정보연구
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    • 제7권1호
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    • pp.283-307
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    • 2005
  • The research was carried out at the electronic Gw-mart located at Gangwon province. The secondary data and the various other reference materials were used for the research. This research brings forth the concrete activation plan for the activation of an electronic market in the Gangwon province. So, the activation plan for an e-market at Gang won can be done in six ways, first result of the undertaken research achieved in six ways- first, concentration has to be laid on the internet portal sites, second, the local sites should be well connected with the shopping mall facilities, third, a trustworthy shopping mall has to be established by maintains the product quality and quantity, fourth, a visible distinction should be made between the various products, fifth, the division of labor must be specified and a provisions should be made for a efficient after service.

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연관규칙을 이용한 고객의 구매경향에 관한 연구 (A Study on Customer's Purchase Trend Using Association Rule)

  • 임영문;최영두
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2000년도 추계학술발표논문집
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    • pp.299-306
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    • 2000
  • General definition of data mining is the knowledge discovery or is to extract hidden necessary information from large databases. Its technique can be applied into decision making, prediction, and information analysis through analyzing of relationship and pattern among data. One of the most important work is to find association rules in data mining. The objective of this paper is to find customer's trend using association rule from analysis of database and the result can be used as fundamental data for CRM(Customer Relationship Management). This paper uses Apriori algorithm and FoodMart data in order to find association rules.

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Measuring Service Convenience for Korean Retail Stores: Scale Development and Empirical Testing

  • Kim, Mi-Jeong;Park, Chul-Ju
    • 유통과학연구
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    • 제12권9호
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    • pp.95-99
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    • 2014
  • Purpose - This study aims to develop and empirically test a multi-dimensional service convenience scale with the dimensions and measurement items of service convenience perceived by Korean consumers in retail contexts. Research design, data, and methodology - The study adopts the framework suggested by Berry et al. (2002) and conceptualizes service convenience as a second-order reflective construct comprising 31 items. Three department store chains (Hyundai, Lotte, and Shinsegae) and three discount store chains (E-mart, Homeplus, and Lotte Mart) were involved 510 valid responses were used for the empirical testing. Results - The measurement model is acceptable for internal consistency, convergent validity, and discriminant validity. Further, the structural model results show that service convenience is positively related to satisfaction. Results of the rival model comparison indicate that the proposed second-order factor model provides a better fit to the data than both the five-factor and the one-factor model. Conclusions - The multi-dimensional, second-order conceptualization of service convenience is robustly supported. This study provides psychometrically valid scales to measure service convenience in retail contexts as conceptualized by Berry et al. (2002).

A Study on Changes in China's Distribution Market and Firms' Response Strategies

  • KIM, Byoung-Goo
    • 동아시아경상학회지
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    • 제9권4호
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    • pp.69-80
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    • 2021
  • Purpose - This study investigated the development process of the Chinese distribution industry and analyzed the current status of China's offline and online distribution industries under the development process of the Chinese distribution industry. In addition, the current status of offline distributors in China and representative companies were analyzed as case studies. Research design, data, and methodology - This study analyzed the overall environment of the Chinese distribution industry by using literature data. Then, this study conducted a case analysis using RT Mart and Jingdong, major companies in the distribution industry. Result -The main research results of this study show that the Chinese distribution market has already matured, and retailers are fiercely competing to secure sales and operating profits through various methods such as finding new management methods, improving awareness and customer loyalty by expanding the number of stores. Conclusion -Recently, the characteristic of China's distribution industry is that the boundaries of distribution are breaking down. Chinese retailers are taking strategies to expand the scope of services by erasing the boundaries of distribution. In other words, distribution companies are promoting a borderless distribution strategy in which consumers purchase products online and offline without restrictions on time and space. In addition, small stores in residential areas are on the rise compared to large-scale stores in the city center. The existing distribution industry operates various types of distribution stores to prepare for the post-COVID-19 crisis.

Applying AHP in Evaluation the Distribution Science of Suppliers for Retails in Vietnam: Case of Saigon Co-op Mart

  • NGUYEN, Nhu-Ty
    • 유통과학연구
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    • 제19권3호
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    • pp.35-47
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    • 2021
  • Purpose: Retailing is a very special sector because it demonstrates the effectiveness of combined products and services to create business values. In this study, the author wants to investigate particular areas in the distribution sciences of the purchasing process in Coopmart (Saigon Coop-Vietnam), which is about sauces and seasoning. Research design, data and methodology: The data were collected by experts of Saigon coop, which first went through the Delphi method to choose criteria and sub-criteria for the Analytic Hierarchical Process (AHP). Results: After a long process of calculation based on AHP, the final supplier is chosen according to experts' interview; Masan is the most potential candidate to be the main supplier of sauces and seasoning to Coop mart. Therefore, it is necessary to apply the typical methods such as quantitative analysis of this process - AHP. With the aim of increasing the computational content of the evaluation process suppliers, especially the comparison of suppliers in the same industry as AHP has shown. This enables analyses of all the providers to be more scientific. Conclusions: Thus, this paper would help the facility managers ensure objectives to the reasonable decision, which can be based on AHP to get more information, implement plans and get strategic collaboration with suppliers.

도시철도 출·도착데이터를 이용한 승객이동 패턴 분석 (Analysis of Passenger Movement Patterns Using Subway OD Data)

  • 백의영;조재희;김동건
    • 한국융합학회논문지
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    • 제10권12호
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    • pp.315-325
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    • 2019
  • 본 연구의 목적은 누구나 쉽게 지하철 OD 이동패턴 정보를 분석할 수 있는 데이터마트를 설계하고 구축하는 것이다. 서울 열린데이터광장에서 받은 2017년도 데이터를 원천 데이터로 이용하였다. 다차원모델을 설계하였고, 가우시안 혼합 군집분석과 Tableau를 이용한 다차원 분석을 실시하였다. 흥미로운 사실은 교외지역과 서울 간 이동은 전체 이동량의 23%에 해당하며, 수원역의 이용객은 서울보다 교외로의 이동이 매우 크며, 반면 판교역은 이동량의 대부분이 서울로의 이동이다. 가우시안 혼합 군집결과 8개의 OD구간 군집을 발견하였고, 구간 거리와 승객 수에 의해 각 군집의 특징을 네이밍하였다.

Germ-line MTHFR C677T, FV H1299R and PAI-1 5G/4G Variations in Breast Carcinoma

  • Ozen, Filiz;Erdis, Eda;Sik, Ebru;Silan, Fatma;Uludag, Ahmet;Ozdemir, Ozturk
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권5호
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    • pp.2903-2908
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    • 2013
  • Background: Various oncogenes related to cancer have been extensively studied and several polymorphisms have been found to be associated with breast cancer. The current report outlines analysis of germ-line polymorphisms for C677T, A1298C (MTHFR), Leiden, R2 (FV) and 5G/4G (PAI-1) in Turkish breast cancer patients. We studied 51 cases diagnosed with invasive ductal and operable with lymph node-positive breast cancer and 106 women as a control group. Materials and Methods: Peripheric blood-DNA samples were used for genotyping by StripAssay technique which is based on the reverse-hybridization principle and real-time PCR methods and results were compared statistically. Results: The frequency of the MTHFR gene 677T and 1298A alleles were significantly higher in cancer patients than in the healthy subjects. The T allele frequency in codon 677 was 2.3-fold and C allele frequency was 3.1-fold increased in BC when compared to the control group for the MTHFR gene. Both differences were statistically significant (OR: 2.295, CI: 1.283-4.106), p<0.006 and (OR: 3.131, CI:1.826-5.369), p<0.0001 respectively. The R2 allele frequency of FV gene was 5.1-fold increased in the current BC when compared to the control group and that difference was also statistically significant (OR: 5.133, CI: 1.299-20.28), p<0.02. Conclusions: The present data suggest that germ-line polymorphisms of C677T, C1298A for MTHFR and R2 for FV are associated in breast cancer and may be additional prognostic markers related to breast cancer survival. The results now need to be confirmed in a larger group of patients.

약물부작용감시시스템에서 재현성 평가를 통한 마이닝 모델 개발 (Development of Mining model through reproducibility assessment in Adverse drug event surveillance system)

  • 이영호;윤영미;이병문;황희정;강운구
    • 한국컴퓨터정보학회논문지
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    • 제14권3호
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    • pp.183-192
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    • 2009
  • 약물부작용감시시스템 (Adverse drug event surveillance system)은 약물부작용신호를 이용하여 약물의 부작용 여부를 식별하는 시스템이다. 기존의 자발적 보고나 차트리뷰 보다 효율성이 뛰어난 시스템으로 분류할 수 있다. 본 논문에서는 약물부작용감시시스템을 구현하기 위하여 임상데이터마트(GDM)를 구축하였다. 특히, 데이터 품질관리 기법을 적용하여 구축된 CDM에 지식 탐사 기법 중 비교사학습 기법으로 적용하여 모델의 재현성을 평가하여 최적의 약물부작용 군집화 개수(n=4)를 도출하였다. 군집화 개수(n=4)를 이용하여 약물부작용 판별을 위한 K-means, Kohonen, two-step clustering model 알고리즘에 적용하여 분석함으로써 K-means 알고리즘이 가장 우수한 군집 효과를 나타냄을 확인하였다.