• 동아시아식생활학회지
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• 제18권1호
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• pp.149-157
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• 2008

This study examined the cost consciousness, food materials satisfaction, job satisfaction, and degree of food materials management of chefs, as a means to increase food materials management efficiency in hotel restaurants and to make suggestions, for efficiently reducing food material costs, Chefs from eleven 5-star hotels and one exceptional-grade restaurant in Seoul were asked to fill out a questionnaire for sampling. A total of 350 questionnaires were distributed and 334 were returned (95.4% return rate). The characteristics of the respondents were examined by population statistics analysis, and the chefs' cost consciousness, food materials satisfaction, and job satisfaction were examined by descriptive statistics after reliability and propriety analyses. The degree of cost consciousness in the respondents was very high and this degree of consciousness proved to have a partially significant impact on the degree of food materials management. That is when the chefs were more conscious about cost, the degree of food materials management was high. This implies that food materials satisfaction can be enhanced by enhancing the degree of food materials management. Job satisfaction also had a partially significant, influence on the degree of food materials management. Therefore, it is necessary to maintain consistency in the quality and inspection of food materials, provide related information, enhance the satisfaction level for standards of food materials and improve policies for welfare and career after retirement in order to enhance the job satisfaction of chefs and subsequently reduce costs in relation to the level of food materials management.

• 응용통계연구
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• 제28권5호
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• pp.977-990
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• 2015

우리나라는 세계적으로 배달음식 문화가 가장 많이 발달한 나라 중에 하나로 최근에는 일인가구의 증가와 배달앱 시장의 발달과 함께 그 성장 속도 또한 눈부시게 증가하고 있다. 따라서 배달음식 이용에 큰 영향을 미칠 것으로 예상되는 날씨와 날짜별 변수를 고려하여 시간대별 배달음식 이용건수를 예측함으로써 소비자와 생산자 모두에게 이익을 주는 예측모형을 찾고자 한다. 본 연구의 목적은 다양한 데이터마이닝 기법을 이용하여 2014년도 배달음식 통화건수를 예측하는데 있다. 예측에 사용되는 회귀 모형은 선형회귀모형, 랜덤 포레스트, 그래디언트 부스팅, 서포트 벡터 기계, 신경망, 로지스틱 회귀모형으로 총 6가지이다. 고려되는 배달음식 업종은 총 4가지(족발/보쌈정식, 중국음식, 치킨, 피자)로 크게 두 가지 방법을 이용하여 각 업종별 배달음식 이용건수를 예측하였다. 첫 번째 방법은 총 이용건수와 각 업종별 배달음식 이용비율을 곱하여 각 업종별 배달음식 이용건수를 예측하는 것이고, 두 번째 방법은 각 업종별 모형을 세워 각 업종별 배달음식 이용건수를 예측하는 방법이다. 최종적으로 선택된 모형은 방법 1에서는 신경망 모형과 선형회귀모형이며, 방법 2에서는 신경망 모형이었다. 방법 2보다는 방법 1로 구한 결과가 더 예측력이 좋은 것으로 나타났다.

• 한국식품과학회지
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• 제23권6호
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• pp.711-716
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• 1991

조리 식품의 관능특성을 평가하고, 다변수 통계법으로 서로의 상관관계를 조사 하였다. 시료 식품을 각각 특징지을 수 있는 12개의 관능특성을 단계적 차별 분석에 의해 선정하였으며, 요민분석에 의해 도출된 3개의 요인으로 12개의 관능 특성이 갖는 변이의 61.9%를 설명할 수 있었다. 요인 I은 질적 관능성질과 관련이 있고, 요인 II는 양적인 관능특성과 높은 상관관계를 나타내었다. 시료 식품과 관능특성을 동시에 주 성분 좌표상에 표시함으로서 서로간의 상관관계 설정이 용이하였고, average linkage 및 Ward's method을 이용한 집락분석에서 9개의 조리식품은 관능특성의 유사성에서 크게 3개의 집락으로 분류되었다.

• 응용통계연구
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• 제25권5호
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• pp.859-864
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• 2012

Poisson regression and negative binomial regression are usually used to analyze counting data; however, these models are unsuitable for fit zero-inflated data that contain unexpected zero-valued observations. In this paper, we review the zero-inflated regression in which Bernoulli process and the counting process are hierarchically mixed. It is known that zero-inflated regression can efficiently model the over-dispersion problem. Vuong statistic is employed to compare performances of the zero-inflated models with other standard models.

• Journal of the Korean Data and Information Science Society
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• 제9권1호
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• pp.57-62
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• 1998

The minimum number of samples for the measurement of plant characteristics of major crops were calculated from the data obtained from the field experiments on rice, barley, wheat, soybean and sweet potato conducted by Kyungpuk Rural Development Administration.

• 한국식품조리과학회지
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• 제22권1호
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• pp.80-87
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• 2006

The purpose of this study was to identify the perceptional patterns of Korean traditional food and to compare the preference and intake frequencies of daily traditional Korean food among the identified perceptional patterns in the Yuabian area. Data were collected from 261 Korean housewives in Yanbian and underwent cluster and group mean analysis. The results revealed two different patterns: tradition-oriented vs. modem-oriented. Descriptive statistics showed that perceptional patterns are likely to vary depending on socio-demographic background as well as the preference and intake frequencies of daily traditional food. Similarities and differences in these perceptional patterns, the preference and the intake frequencies of traditional daily food are discussed, and future implications for food nutritionists and Asia marketers are presented.

• 한국식생활문화학회지
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• 제17권4호
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• pp.446-455
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• 2002

The purpose of this study was to identify the dimensions and patterns of the perception of Korean traditional food and to find the determinants of the patterns between Korean and Yanbian housewives, taking food culture into account. Data were factor and cluster analyzed, and the results revealed two and three different dimensions and patterns for Yanbian and Korean housewives respectively. Descriptive statistics showed that perceptional patterns are likely to vary depending on cultural background of Korean traditional food. Similarities and differences in perceptional patterns between Yanbian and Korean housewives are discussed, and future implications for food as well as nutrition specialists and food marketers are provided.

• 한국식생활문화학회지
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• 제20권1호
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• pp.35-43
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• 2005

The purpose of this study was to identify the perceptional dimensions and patterns of Korean traditional food and to find the determinants of the patterns. Data were collected from 305 Korean housewives living in Mongol, and were factor and cluster analyzed. The results revealed two different dimensions and patterns i.e., high involved vs. low involved groups. Descriptive statistics showed that perceptional pattern types are likely to vary depending on socio-demographic and cultural background of Korean traditional food. Similarities and differences in perceptional patterns between high and low involved groups of Korean Mongolian are discussed, and future implications for globalization of Korean traditional food culture are provided.

• 동아시아식생활학회지
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• 제18권6호
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• pp.884-892
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• 2008

The principal objective of this study was to assess the dimensions and pattern types for the perception of Korean traditional food of Uzbeki-Koreans and to find the determinants of the pattern types, taking food cultural backgrounds into account. Data were collected from 634 Koreans living in Uzbekistan and were factor- and cluster-analyzed. The results revealed three different dimensions and pattern types. Descriptive statistics demonstrated that perceptional pattern types, i.e., tradition recognized patterns, traditional living patterns, traditional modernized patterns, are likely to vary depending on socio-demographic and cultural background of Korean traditional food in Uzbekistan. Similarities and differences in perceptional pattern types are discussed, and implications for food and nutrition specialists and food-marketers are provided.

• Journal of Pharmaceutical Investigation
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• 제28권4호
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• pp.231-239
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• 1998

A $3{\times}2$ crossover design is considered for the bioequivalence of two test formulations with a control. It could be considered as a better choice over $3{\times}3$ crossover design because of the cost and experimental duration. Oh et al.(1998) derived $3{\times}2$ crossover design and discussed its benefits over the typical crossover designs. We consider here the statistical models for $3{\times}2$ crossover design and show its statistical properties. The statistical procedures for the bioequivalence in $3{\times}2$ crossover design are shown through an example and the results are summarized by satisfying the 3 standards that proposed by the Korea Food and Drug Administration Guidelines for Bioequivalence.