• 제목/요약/키워드: Attribute selection

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소비자 할인추구성향에 초점을 둔 화장품 선택속성이 구매의도와 추천의도에 미치는 영향: 정보원천에 대한 다중모집단분석 (The Effect of Cosmetics Selection Attributes Focusing on Consumer's Deal Proneness on Consumer's Purchase Propensity and Recommend Intention: Multi-Group Analysis of Information Sources)

  • 간볼드 간둘람;장형유
    • 한국콘텐츠학회논문지
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    • 제21권6호
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    • pp.81-93
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    • 2021
  • 본 연구는 화장품 선택속성 및 소비자의 구매의도와 추천의도 간의 영향 관계를 살펴보았다. 또한 소비자의 할인추구성향에 따른 조절효과를 검증하였다. 마지막으로 정보원천에 따라 연구 모형 경로에 대한 차이를 검증하기 위해 다중집단분석을 실시하였다. 본 연구를 통해서 화장품을 구매하는 소비자의 선택속성을 명확화하고, 이러한 선택속성이 할인추구성향에 따른 구매의도와 추천의도에 미치는 영향구조를 정보원천별로 규명함을 통해 보다 세부적이고 실효성 높은 전략적 통찰에 목말라 하는 산업업계의 필요와 요구에 부응하고자 한다. 이러한 필요성에 기인한 연구목적 달성을 위해 한국 여성 소비자 258명의 설문지를 수집하고 연구에 활용하였다. 분석결과는 제품 선택속성, 구매의도와, 추천의도 모두 긍정적인 영향관계에 있는 것으로 나타났다. 또한 소비자의 할인추구성향에 따른 조절효과 분석결과 화장품 선택속성과 구매의도 사이, 선택속성과 추천의도 사이, 구매의도와 추천의도 사이에서 조절효과를 나타내는 결과를 보였다. 마지막으로 모형의 개별 경로들이 정보원천에 따라 차이가 있는지를 검증하기 위해 다중집단분석을 실시한 결과 부분적으로 채택되었다.

수산물가공식품의 선택속성 및 추구혜택에 관한 연구 (Selection Attributes and Pursuit Benefits of Processed Fishery Products)

  • 김종성;하규수
    • 한국식생활문화학회지
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    • 제25권5호
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    • pp.516-524
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    • 2010
  • Consumers are highly interested in processed fishery products that are healthy and superior in terms of convenience, nourishment, and taste. However, current domestic research on processed fishery products is marginal. We systematically analyzed consumer consumption patterns and the relationship to pursuit benefits, selection attributes, satisfaction levels, and reasons for purchase. Consumers considered product information the most important selection attribute, whereas convenience scored highest for pursuit benefits. Furthermore, the influences of selection attributes and pursuit benefits on satisfaction level and the reason for purchasing an item were analyzed using demographic properties as control variables. The variables that affected satisfaction level were residential district (region: B= -0.268, p<0.05.), recipe (B=0.098, p<0.05), nutrients (B=0.124, p<0.05), convenience (B=0.283, p<0.001), and economics (B=0.138, p<0.05). The variables affecting the reason for purchasing were nutrients (B=0.173, p<0.001), convenience (B=0.277, p<0.001) and satisfaction level (B=0.163, p<0.001). Pursuit intention had significant effects on purchase intention; however, selection attributes had no significant effect on purchase intention. Therefore, consumer satisfaction had a significant effect on purchase intention. This result showed that if consumers were satisfied, they intended to repurchase. Attempts to increase repurchases by consumer are needed by fulfilling consumer satisfaction. These data can be utilized as a fundamental reference for sales promotions.

채식 선택 속성에 따른 채식 시장세분화 연구 (A Study on Vegetarian Market Segmentation by Vegetarian Selection Attributes)

  • 전도현;조명대;김선희
    • 한국식생활문화학회지
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    • 제39권1호
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    • pp.30-37
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    • 2024
  • Consumption market research was conducted on gradually increasing vegetarians using various selection attributes. Factors were extracted to identify vegetarian selection attributes and to divide the study cohort into groups, continuous variables (health, animal welfare, eco-friendliness, religion, familiarity, convenience, stability, and cost) and categorical variables (age, marital status, vegetarian duration, and vegetarian frequency) were simultaneously subjected to two-step cluster analysis. Cluster 1 contained high proportions of 20-29 and 30-39 year-olds, which are MZ-generation age groups. A high proportion had a vegetarian duration of 1-3 years, and the popular reasons for vegetarian selection were animal welfare and eco-friendliness. Cluster 2 contained high proportions of 50-59 and 40-49 year-olds, and many in this cluster were married, and mean vegetarian duration was ≥15 years. In addition, significant differences were observed between Clusters 1 and 2 in terms of religion, health, familiarity, cost, stability, and convenience. This study should contribute significantly to predicting vegetarian consumers' selection decisions and consumption behaviors and provide reliable marketing data for foodservice companies that develop vegetarian foods.

최적 경유점 선택 방법을 이용한 이동로봇의 반응적 주행 (Reactive navigation of mobile robots using optmal via-point selection method)

  • 김경훈;조형석
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.227-230
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    • 1997
  • In this paper, robot navigation experiments with a new navigation algorithm are carried out in real environments. The authors already proposed a reactive navigation algorithm for mobile robots using optimal via-point selection method. At each sampling time, a number of via-point candidates is constructed with various candidates of heading angles and velocities. The robot detects surrounding obstacles, and the proposed algorithm utilizes fuzzy multi-attribute decision making in selecting the optimal via-point the robot would proceed at next step. Fuzzy decision making allows the robot to choose the most qualified via-point even when the two navigation goals-obstacle avoidance and target point reaching-conflict each other. The experimental result shows the successful navigation can be achieved with the proposed navigation algorithm for real environments.

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도시가스업에서 해피꼴 고객의 선정 (Customer Selection for a Happy Call in the City Gas Business)

  • 변대호
    • 경영과학
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    • 제20권1호
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    • pp.125-139
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    • 2003
  • City gas is becoming an essential resource in households due to its convenience and low price in comparison to other energy sources. However, in order to prepare for the gas market to be saturated, many city gas companies must pursue customer satisfaction management and develop happy call systems for a promising solution. In the development of the happy call systems, the difficult problem is that we cannot contact all customers because of limited resources and calling efficiency in the call center, We should find best customers according to their value. This paper suggests a methodology for the selection of happy call customers when city 9as companies consider two strategies. First, they should launch a new business area. Second, they must attempt to prevent current customers from moving from city gas to other fuels. We will discover important attributes and derive rules of weighting for the attributes through an exploration study that affect customer satisfaction and preference. Through a simulation model, we will show how many customers will be selected by our methodology.

디저트 카페의 상품 선택 속성이 만족과 장기 지향성에 미치는 영향 (The Effect of Selection Attributes for Goods of Dessert Cafe on Product Satisfaction and Long-term Orientation)

  • 전경철
    • 한국조리학회지
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    • 제23권5호
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    • pp.140-150
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    • 2017
  • The purpose of the study was to provide useful implications for management of dessert cafe by discovering selection attributes for product satisfaction and long-term orientation. Using SPSS 22.0 and AMOS 220 Version, the collected data from customers of dessert cafe in Seoul and metropolitan areas were analyzed for frequency analysis, exploratory factor analysis, confirmatory factor analysis, reliability analysis, and covariance structure analysis. As results of hypothesis verification, firstly, service standard and product diversity had a significant effect on product satisfaction of dessert cafe. Secondly, tastes and nutrients influenced positively long-term orientation of dessert cafe. Meanwhile, service standard, mood, and product diversity did not have a significant effect on long-term orientation. Thirdly, product satisfaction affected positively long-term orientation. The results of the study provided useful implications for management of dessert cafe.

TOPSIS-Based Decision-Making Model for Demolition Method Selection

  • Lee, Hyung Yong;Cho, Jae Ho;Son, Bo Sik;Chae, Myung Jin;Lim, Nam Gi;Chun, Jae Youl
    • Architectural research
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    • 제23권4호
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    • pp.67-73
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    • 2021
  • An efficient demolition process requires the optimum method selection considering stability, economic feasibility, environment, and workability. In reality the construction cost and period are priority concerns, and safe construction methods are neglected. In addition, the choosing demolition method is often determined subjectively by experienced field engineers. This research paper presents a multi-criteria decision-making method using Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) to select the optimum demolition method. Three experienced demolition engineers' opinions were used to develop the TOPSIS model. The case study showed that the preferences of ten attribute measurements for demolition method selection. Authors suggested the most preferable demolition method for the case study project.

직장여성의 쇼핑성향에 따른 의복구매동기와 제품평가기준에 관한 연구 (A Study on Clothing Purchasing Motives and Evaluation Criteria of Product according to Women-Teachers' Shopping Orientation)

  • 이영미;이옥희
    • 복식문화연구
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    • 제11권2호
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    • pp.193-207
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    • 2003
  • The purpose of this study was to investigate the demographics and general clothing buying behavior according to clothing shopping orientation of female workers. A questionnaire was developed to measure clothing shopping orientation, fashion information sources, stores selection criteria, clothing purchasing frequency of a year, purchasing expenditure of clothing, the demographics. The questionnaire was administered to 775 female teacher in Chonnam. The data was analyzed using percentage, frequency, mean, factor analysis, Cluster Analysis, x 1_test and ANOVA, Duncan test. The results of the study were as follows: 1. The female teachers were classified into four groups by the cluster analysis; indifferent shopping group, rational shopping group, conspicuous shopping group, recreational shopping group. 2. In the case of purchasing motives, significant differences were found according to shopping orientation subdivision in four factors. 3. The evaluation criteria of product were significantly different depending on shopping orientation subdivision in practical attribute, socio-psychological attribute, and aesthetic attribute. 4. The significant differences were found according to shopping orientation subdivision in general clothing purchasing behavior(purchasing price range of clothing, clothing purchasing frequency of a year, method of payment, number of stores visited, experience of buying in the import brand)

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정보이론을 이용한 K-최근접 이웃 알고리즘에서의 속성 가중치 계산 (Calculating Attribute Weights in K-Nearest Neighbor Algorithms using Information Theory)

  • 이창환
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제32권9호
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    • pp.920-926
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    • 2005
  • 최근접 이웃(k nearest neighbor) 알고리즘은 새로운 개체의 목표값을 예측하기 위하여 과거의 유사한 데이타를 이용하여 그 값을 예측하는 것이다. 이 방법은 기계학습의 여러 분야에서 그 유용성을 검증받아 널리 사용되고 있다. 이러한 kNN 알고리즘에서 목표값을 예측할 때 각 속성의 가중치를 동일하게 고려하는 것은 좋은 성능을 보장할 수 없으며 따라서 kNN에서 각 속성에 대한 가중치를 적절히 계산하는 것은 kNN 알고리즘의 성능을 결정하는 중요한 요소중의 하나이다. 본 논문에서는 정보이론을 이용하여 kNN 에서의 속성의 가중치를 효과적으로 계산하는 새로운 방법을 제시하고자한다. 제안된 방법은 각 속성이 목표 속성에 제공하는 정보의 양에 따라 가중치를 자동으로 계산하여 kNN 방법의 성능을 향상시킨다. 개발된 알고리즘은 다수의 실험 데이타를 이용하여 그 성능을 비교하였다.

Factors Affecting Smartphone Purchase Intention of Consumers in Nepal

  • RAI, Bharat
    • The Journal of Asian Finance, Economics and Business
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    • 제8권2호
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    • pp.465-473
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    • 2021
  • The main aim of this research paper is to identify the factors that influence smartphone purchase intention in the Nepalese market. The study identifies how the brand personality, attribute factors, and the price factor influence the purchase intention of a smartphone. The paper puts the emphasis on how the consumer preference functions in the selection of the smartphone and which factor plays the more significant role in smartphone purchase intention. This research paper has used primary data and a 7-point Likert scale survey questionnaire. The primary data has been collected through a structured survey questionnaire by using convenient sampling technique from 294 smartphone users in the Kathmandu Valley. Descriptive statistics, Correlation Analysis and Structural Equation Modeling (SEM) have been carried out to analyze the primary data using the SPSS AMOS 24. Brand personality, attribute factor, and product price were taken as independent variables to identify the impact on purchase intention. The result of the regression path analysis showed that brand personality has no significant effect on purchase intention in the purchasing of smartphone. It is also found that the product attributes and product price have a significant influence on consumer purchase intention of a smartphone in Nepal.