• 제목/요약/키워드: Selection Attributes

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라이프스타일에 따른 세분시장별 외식 선택속성과 소비행동에 관한 연구: 중국 낙양지역을 대상으로 (A Study on the Food Service Selection Attributes and Consumption Behaviors based on Lifestyle Market Segments: Empirical Evidences from Luoyang)

  • 요량;김동진
    • 한국조리학회지
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    • 제23권3호
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    • pp.111-122
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    • 2017
  • The purpose of this study was to examine the market segments of Chinese dining-out customers based on their lifestyle. This study focused on the selection and consumption behavior of dining-out customers. The subjects of this study were 20 years old or older diners in Luoyang, China, and the data were collected for 11 days from April 5, 2016. 400 questionnaires were distributed, and 390 copies were collected. After excluding 9 inadequate questionnaires, 381 responses were used for data analysis by using IBM SPSS 23.0, and Data analysis included frequency analysis, cluster analysis, one-way ANOVA, and cross tabulation. The results of empirical analysis showed that there was a significant difference in selection attributes, consumption behavior and demographic characteristics in terms of lifestyle market segments.

Hybrid Feature Selection Method Based on Genetic Algorithm for the Diagnosis of Coronary Heart Disease

  • Wiharto, Wiharto;Suryani, Esti;Setyawan, Sigit;Putra, Bintang PE
    • Journal of information and communication convergence engineering
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    • 제20권1호
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    • pp.31-40
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    • 2022
  • Coronary heart disease (CHD) is a comorbidity of COVID-19; therefore, routine early diagnosis is crucial. A large number of examination attributes in the context of diagnosing CHD is a distinct obstacle during the pandemic when the number of health service users is significant. The development of a precise machine learning model for diagnosis with a minimum number of examination attributes can allow examinations and healthcare actions to be undertaken quickly. This study proposes a CHD diagnosis model based on feature selection, data balancing, and ensemble-based classification methods. In the feature selection stage, a hybrid SVM-GA combined with fast correlation-based filter (FCBF) is used. The proposed system achieved an accuracy of 94.60% and area under the curve (AUC) of 97.5% when tested on the z-Alizadeh Sani dataset and used only 8 of 54 inspection attributes. In terms of performance, the proposed model can be placed in the very good category.

막걸리 구매 및 음용 동기에 따른 소비자 유형별 선택속성 중요도에 관한 연구 (A Study on the Importance of Selection Attributes according to the Types of Makgeolli Consumers based on Purchase and Drinking Motives)

  • 전현모;문옥선
    • 한국조리학회지
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    • 제17권4호
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    • pp.59-73
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    • 2011
  • 본 연구에서는 최근 6개월 이내 막걸려 구매 및 음용 경험이 있는 소비자를 대상으로 음용 및 구매 동기에 따라 소비자의 유형을 세분화하고 유형별로 막걸리 선택속성 중요도차이와 고객만족과의 관계를 규명하여 막걸려 제조 기업의 마케팅 전략 수립에 도움을 주고자 하였다. 자료의 처리는 SPSS 15.0 통계패키지를 사용하여 빈도분석, 신뢰도 분석, 요인분석, 군집분석, 일원배치분산분석, 다중회귀분석을 실시하였다. 그 결과 구매 및 음용 통기는 마케팅, 건강상 효능, 자기 욕구, 외부환경 등 4개 요인으로 분류되었고 소비자는 의존형, 애호형, 무관심형 등 3가지 유형으로 세분화되었다. 그리고 막걸리 선택속성은 건강 특성, 시각적 요소1 브랜드 특성, 음용 특성, 구매 특성 등 4개 요인으로 분류되었다. 막걸리 애호형 소비자군은 모든 막걸리 선택속성에 대해서 가장 중요하게 인식하는 것으로 나타났고, 의존형 소비자군은 애호형 소비자군보다 건강 특성과 시각적 요소에 대한 중요도를 약하게 인식하는 것으로 나타났다. 무관심형 소비자군은 모든 막걸리 선택속성에 대한 중요도를 다른 유형보다 상대적으로 가장 약하게 인식하고 있는 것으로 나타났다. 막걸리 선택속성 중에서 고객만족에 영향을 미치는 요인은 응용 특성과 구매 특성으로 나타났다.

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시판 김치의 구매시 중요도 및 만족도 (Importance and Satisfaction with Selection Attributes when Purchasing Kimchi)

  • 유정희;신민자;최수근
    • 동아시아식생활학회지
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    • 제18권4호
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    • pp.624-632
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    • 2008
  • This study was conducted to estimate the drift of change for in Kimchi purchases, and to contribute to the efforts to improve the quality improvement of Kimchi sold at markets. Questionnaires were distributed to 450 adults, and 396 samples were statistically analyzed. There were significant differences in the average values of importance and satisfaction. Based on analyses of the 14 factors, the level of satisfaction was significantly lower than the level of importance. Importance-factors such as 'taste' ($4.56{\pm}0.81$) and consistency of 'quality' ($4.37{\pm}0.79$) are very important to consumers, whereas 'package volume' ($3.79{\pm}0.91$) and 'price cutting' ($3.84{\pm}1.01$) are rarely considered by consumers. Fourteen significance factors were three factors. Overall significance for selection attributes when purchasing Kimchi differed according to gender, age and marital status. Fourteen satisfaction factors were extracted to four factors. Overall satisfaction for selection attributes when purchasing Kimchi differed according to martrial status. Total satisfaction with selection attributes when purchasing the food was greatly affected by its quality and packaging. These findings confirmed that Kimchi products should be diversified and active marketing should be carried out if Kimchi is to become a global product.

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약선음식의 선택속성이 만족도와 관계지속의도에 미치는 영향 (Effects of Selection Attributes on Satisfaction and Relationship Retention in Yaksun Cuisine)

  • 박대순
    • 한국식생활문화학회지
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    • 제33권4호
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    • pp.354-362
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    • 2018
  • With increasing interest in the health and safety of food served in restaurants, more emphasis is being placed on the importance of health and food. As a result, Yaksun cuisine with new added effects and image is becoming more popular as a way to improve people's health. This study analyzed the effects of selection attributes relating to Yaksun cuisine on customer satisfaction and intention to maintain relationship in order to understand various needs of consumers as they relate to health food. The results showed that, among selection attributes of Yaksun cuisine, price, safety, and health were found to have significant effects on customer satisfaction; however, the effect of quality on satisfaction was not verified. Moreover, while the effect of safety and health of Yaksun cuisine on the intention to maintain relationship was found to be significant, the effects of quality and price on the intention to maintain relationship were not verified. These findings suggest that consumers believe Yaksun cuisine is more beneficial for health than general food and trust the origin label, hygiene, and safety of ingredients in Yaksun cuisine. Therefore, the results of this study suggests providing opportunities for consumers to experience diverse tastes in Yaksun cuisine and that development and promotion of different recipes using Yaksun ingredients will help reinforce competitiveness of Yaksun cuisine in the market and increase sales.

호텔고객의 경제환경 인식이 호텔선택속성과 고객충성도에 미치는 영향 (Effect of the Recognition on Hotel Customer's Economic Environment on Attributes of Hotel Selection and Customer Loyalty)

  • 이채은
    • 한국콘텐츠학회논문지
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    • 제10권10호
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    • pp.359-367
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    • 2010
  • 본 연구는 호텔고객의 경제환경 인식이 호텔선택속성과 고객충성도에 미치는 영향관계를 발견하는 것이다. 본 연구는 호텔기업 경영의 자료로 제시함으로써 호텔고객 행동에 직접적인 영향을 미치는 고객의 의사결정 과정의 모든 단계에 긍정적인 전략을 수립할 수가 있을 것으로 보인다. 첫째, 경제환경 인식과 호텔선택속성의 회귀분석 결과의 세부적인 검증결과는 객실 서비스, 프론트 서비스, 식음료 서비스, 전반적인 환경, 부대시설에 유의한 영향을 주는 것으로 나타났다. 둘째, 경제환경 인식과 고객충성도의 경우는 외부경제환경, 정보환경이 유의한 영향을 주는 것으로 나타났다.

IPA를 이용한 편의점 PB 도시락의 선택속성에 관한 연구 (A Study on the Selection Attributes of Convenience Store PB Lunch Box using IPA)

  • 진양호;김수오
    • 한국조리학회지
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    • 제23권8호
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    • pp.17-26
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    • 2017
  • This study compared and analyzed the importance-satisfaction regarding the selection attributes of the convenience store focusing on PB lunch box for consumers of 20s and 30s. According to the research results, the importance of factors such as easy purchase, time reduction, convenient intake were found to be high among the selection attributes of the convenience store PB lunchbox and those of factors such as confirmation of food ingredients, nutrition, and new taste were found to be relatively low. In addition, factors with high satisfaction included easy purchase, convenient intake, time reduction, while factors with low satisfaction were confirmation of food ingredients, nutrition and hygiene. The results of the IPA analysis were as follows: The $1^{st}$ quadrant (Keep up the good work) included convenience, time reduction, easy purchase, convenient intake, convenient cooking method, and convenient packing container Etc. $2^{nd}$ quadrant (possible overkill) includes origin labeling and the 3rd quadrant (low priority) includes packing container design, convenient storage, consistency of quality and taste, good taste, moderate amount, new taste, one meal, moderate quantity and quality, inexpensive intake, and hygiene Etc. $4^{th}$ quadrant was found to include no corresponding factors.

선택 속성에 따른 생선회 시장의 포지셔닝에 관한 연구 (A Study on the Positioning of Sliced Raw Fish Market by Selection Attributes)

  • 임소희;김지웅;장영수
    • 수산경영론집
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    • 제48권2호
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    • pp.53-66
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    • 2017
  • More than 90% of cultured fish is consumed by sliced raw fish which is usually an eating out menu in South Korea. In order to develop the aquaculture industry in Korea, It is very important to know whether consumers can differentiate each species or not and how consumers recognize each species by certain criteria. for example taste, seasonal preference. The purpose of this study is to understand the competitive relationship through positioning studies of each species by the selection attributes. A total of 221 consumers were surveyed in korea. This study adapted multidimensional scaling(MDS) analysis to explore how consumers position sliced raw fish species based on selection attributes. This study has produced perceptual maps of sliced raw fish market. Empirical data was collected from sliced raw fish consumers in Korea. The results of MDS analysis reveal that 7 species are divided into 3 groups(flat fish, black rock fish), (red sea bream, salmon, tuna), (sea bass, gray mullet). In this study flat fish and black rock fish are perceived as safe, familiar, good value species. Red seabream, salmon, tuna are perceived as luxurious species. Sea bass and gray mullet are perceived as unfamiliar species.

웨딩플래너 선택속성에 관한 에스노그라피적 연구 (Ethnographic study of the selection attributes for wedding planner)

  • 김하정;유지헌
    • 복식문화연구
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    • 제26권2호
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    • pp.217-232
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    • 2018
  • As the types of wedding ceremonies become diversified, and consumers' needs become more selective, greater importance is given to wedding planners' roles in the wedding industry, and consumers require differentiated types of wedding service. As a preliminary qualitative study in this field, an ethnographic study was conducted to identify factors valued by consumers when selecting a wedding planner in the wedding planner market, which has rapidly grown in recent years. An in-depth interview was performed with eight participants in terms of wedding planner utilization type and consumers' understanding of wedding preparation with a wedding planner. The collected data were analyzed through taxonomy, component analysis and decision table analysis; for validation, professional wedding planners were asked to review the items valued by consumers in selecting a wedding planner. Four factors - expense characteristic, wedding planners, wedding consulting companies, and customer characteristics - were identified, along with eight sub-factors (capability, service attitude, technical communication, personal factors, wedding planner encounter paths, spouse's satisfaction status, and companies). Out of these, price (within budget), wedding planners' capability, wedding planners' service attitude are expected to be meaningful in further research because they were found to be attributes commonly valued by every respondent. This study is significant in that it has made a new approach to understanding wedding planner selection attributes through ethnographic research and identified new wedding planner selection attributes.

일식 전문식당에 대한 선택 속성 및 만족도 연구 (Customers' Selection Attributes and Satisfaction for Japanese Restaurants)

  • 최재홍;김성옥;강근옥
    • 동아시아식생활학회지
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    • 제16권5호
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    • pp.623-633
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    • 2006
  • This study surveyed the selection attributes and degree of satisfaction among Japanese restaurant customers by conducting frequency analysis on the data. Among all types of Japanese restaurants customers selected sushi bars the most (48.2%), and they considered taste (73.9%), price (34.8%), and service (22.2%) to be very important. When eating at Japanese restaurants, satisfaction differences among sanitation (p<0.05), price (p<0.05), and unique design (p<0.1) each had a significant difference with F values of 3.313, 3.208, and 2,702, respectively. factor analysis of the effect of selection attributes on Japanese restaurant performance revealed three factors; image, service, and food. Their combined satisfaction was 61.41%, and each of these three factors showed a Cronbach's ${\alpha}$ value of 0.744, 0.739, and 0.623 in the reliability analysis, respectively, thus demonstrating the overall level of reliability. Multiple regression analysis showed that increased overall satisfaction of Japanese food was related to the satisfaction levels of food and service, and not to that of surrounding satisfaction.

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