• Title/Summary/Keyword: Other consumer

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A GA-based Classification Model for Predicting Consumer Choice (유전 알고리듬 기반 제품구매예측 모형의 개발)

  • Min, Jae-Hyeong;Jeong, Cheol-U
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2008.10a
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    • pp.1-7
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    • 2008
  • The purpose of this paper is to develop a new classification method for predicting consumer choice based on genetic algorithm, and to validate its prediction power over existing methods. To serve this purpose, we propose a hybrid model, and discuss its methodological characteristics in comparison with other existing classification methods. Also, to assess the prediction power of the model, we conduct a series of experiments employing survey data of consumer choices of MP3 players. The results show that the suggested model in this paper is statistically superior to the existing methods such as logistic regression model, artificial neural network model and decision tree model in terms of prediction accuracy. The model is also shown to have an advantage of providing several strategic information of practical use for consumer choice.

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Pro-environmental Consumer and Environmentally Conscious Citizen Behavior Tendency of University Students in Cheongju (대학생의 환경친화적 소비자 행동과 환경의식적 시민행동 성향 - 청주시 대학생을 중심으로 -)

  • Kim, In-Sook
    • Korean Journal of Human Ecology
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    • v.11 no.3
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    • pp.249-262
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    • 2002
  • This paper was written to find the tendency of pro-environmental consumer behavior and environmentally conscious citizen behavior of university students. The difference between two behavioral tendencies were existed and variables influenced on those tendencies each other. The results were as follows: 1. The pro-environmental consumer behavior of university students was consisted of five tendencies, such as practice in life, environment preservation, environment consideration, patience in uncomfortableness and diversity in circumstances. 2. The environmentally conscious citizen behavior of University students were consisted of four tendencies, such as environment contamination, self-centered, resource economy, pollution reduction. 3. The pro-environmental consumer behavior tendencies of university students were inconsistent with those of environmentally conscious citizen behavior. 4. The variables influenced on those tendencies were sex, concern in environment problem and living condition.

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Effects of Situational Variables and Consumer Characteristics on Apparel Buying Behavior (의복구매행동에 대한 소비자특성과 상황변수의 영향)

  • 박은주
    • The Research Journal of the Costume Culture
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    • v.4 no.2
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    • pp.145-155
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    • 1996
  • The purpose of this study was to investigate the casual relationships of situational variables and consumer characteristics on apparel buying behavior. data were collected via a questionnaire developed on the previous studies from 534 housewives living at Seoul and Pusan, and analyzed by Path analysis. Results indicated that consumers were affected directly by the buying situation and the usage situation, and indirectly by the communication situation and the consumer characteristics on apparel buying behavior. The buying situation was a variable that most affected consumers'apparel buying behavior. Apparel consumers showed the common situational effects on apparel buying behavior as did on consumer behavior of the other consumer goods. The casual relationships of apparel buying behavior were significantly different on the types of usage situations.

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The Effect of Relationship Benefit on Consumer's Purchase Intention: Focusing on Mediating Role of Interaction (인터넷 쇼핑몰에서 제공하는 관계혜택이 소비자의 구매의도에 미치는 영향: 상호작용성의 매개효과를 중심으로)

  • Chae, Jin-Mie
    • Journal of the Korean Home Economics Association
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    • v.50 no.2
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    • pp.93-107
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    • 2012
  • The purpose of this study was to investigate the effect of relationship benefit on consumer's purchase intention by focusing on the mediating role of interaction in internet shopping malls. The survey research was limited to respondents over 20 years old living in Seoul and other metropolitan areas who had purchased fashion products thru internet shopping malls. 562 data were analyzed by descriptive statistics, factor analysis, reliability analysis, and multiple regression using SPSS program. The results indicated that each relationship benefit dimension had a significantly positive effect on consumer's purchase intention. The interaction between internet shopping malls and the consumer was categorized by two factors such as content-people interaction and people-people interaction. In addition, each interactive factor showed mediating effects between relationship benefits and consumer's purchase intention.

Determinants of Consumer Satisfaction in Fast Food Industry of Lahore Pakistan

  • Ali, Asma;Lee, Jong-In
    • Journal of the Korean Society of Food Culture
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    • v.34 no.4
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    • pp.424-431
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    • 2019
  • The purpose of this study is to analyze and evaluate the key success factors for the fast food industry in the region of Lahore Pakistan. Fast food concept developed very speedily in the last few years in Lahore region. The success or failure of a fast food industry based on some factors like Physical environment, Brand-name, Food quality, Price, Taste, Promotional activity, Habitual consumption, Health threats, Consumer expectation, and Family meal. To identify which of these factors has a greater influence on consumer satisfaction, four fast food restaurants such as McDonald's, PIZZA HUT, KFC, and subway were targeted randomly. The proposed research is quantitative in nature and for data collection; a random sampling technique was used. A questionnaire survey answered by 273 people was considered in this research. Data have been analyzed through statistical techniques. It is observed that Brand name, Food quality, Physical environment, Health threats, Price, Family meals, Habitual consumption, and Consumer expectation showed significant impacts on Fast food industry compared to other factors evaluated herein.

Recognition and Importance-Satisfaction of Apple Processed Products (사과가공품의 인지도 및 중요도-만족도 분석)

  • Huh, Moo-Yul
    • Journal of the Korean Society of Food Culture
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    • v.25 no.1
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    • pp.1-8
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    • 2010
  • The purpose of this study was to analyze consumer recognition, perceived importance, and satisfaction to create a new apple processed product and to promote its consumption. Data were collected from 527 men and women living throughout Korea through a self-administrated questionnaire. Frequencies, one-way analysis of variance, and Duncan's multiple range were conducted using SPSS v. 17.0 software. Recognition of juice and drinks, milk and dairy products, apple jam, and seasoning was high, while that of the other products was low. Consumer perceived importance of products was higher than consumer satisfaction of products. Quality preservation attributes were sanitation, taste, flavor, place of origin, and convenience of purchase. Attributes for improved consumer post-purchase satisfaction after purchasing were content of apple, quality of apple, price, and certificate of quality. The attributes of content of apple and certificate of quality were statistically different by consumer age.

A Study on the Structural Relationship between Benefit, Consumer-Brand Relationship and Brand Attachment (제품 편익과 소비자-브랜드 관계 및 브랜드 애착, 구전 간의 구조적 관계에 관한 연구)

  • Lim, Jae-Moon
    • Management & Information Systems Review
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    • v.29 no.1
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    • pp.117-144
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    • 2010
  • This paper planned to review positively the influence of leading variables - Functional benefits, Emotional benefits, Self-expressive benefits over Consumer-brand relationship, and the structural relationship between Consumer-brand relationship and Brand attachment, Word-of-mouse. For it, we verified our hypothesis utilizing Hierarchial chi-square analysis that was available to statistically verify the size between 2 paths out of Structural models As the result of research, Emotional benefits was more influential than Functional benefits in the formation of Consumer-brand relationship. Additionally, the influential difference between Emotional benefits and Self-expressive benefits was not found in the formation of Consumer-brand relationship. In other words, both Emotional benefits and Functional benefits were proved to have a positive influence on forming Consumer-brand relationship. On the other hand, Self expressive benefits played a more influential role than Functional benefit in the formation of Consumer-brand relationship. The fact was also proved that the higher the formation level of Consumer -brand relationship was, the greater positive influence over Brand attachment and Word-of-mouse Through the above results, it is more desirable to establish brand strategy for forming Consumer-brand relationship through Emotional benefits and Self expressive benefits rather than Functional benefits. Additionally, the Consumer-brand relationship formed by Value benefit is expected not only to get the level of attachment, showing like love, toward the brand deeper, but also to achieve the effect of positive, long term communication through voluntary Word-of-mouse.

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The Consumer Information Improvement for Teens' Oral Health (청소년의 구강건강을 위한 소비자정보 개발)

  • Rhee Kee-Choon;Paik Hee-Young;Paik Dai-il
    • Journal of Families and Better Life
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    • v.23 no.2 s.74
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    • pp.63-76
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    • 2005
  • Health is the most important factor in the Quality of life. Without appropriate treatment, dental caries could have serious effects on self-esteem, nutrition, and health of a person throughout his/her life. The purpose of this study was to investigate ways to develop a consumer information program that could help improve teens' oral health. To develop an effective information program, we surveyed 1) how teens feel about oral health information in the market, 2) how judiciously they use their information, and 3) how they actually apply the information to practice. On the other hand, we investigated relationships between dietary patterns and dental caries among middle school students. The results indicate a serious lack of oral health information for middle school students. Moreover, we found that the intake of vegetables, fruits and legumes prevents dental caries. Using these results, we developed a system for organizing and conveying the oral health information for teens.

A Study on Thai Seaweed Market Segmentation by Purchasing Attributes (구매속성에 의한 태국 김 시장세분화에 관한 연구)

  • Jang, Young-Soo;Kim, Ji-Ung
    • The Journal of Fisheries Business Administration
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    • v.48 no.3
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    • pp.1-14
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    • 2017
  • The aim of this study is to examine profiles of consumers in Thai seaweed market segments. A total of 321 consumers were surveyed in bangkok, thailand. The multiple regression analysis performed indicates that consumer preference toward seaweed snack is significantly influenced by seaweed consumption frequency. The cluster analysis performed indicates that there are three segments based on consumer purchasing attributes toward seaweed snack : leading type, pursuing type, beginner type. The results show that there are consumer segment with different purchasing attributes level and seaweed preference. in this study Thai seaweed market's biggest consumer is leading type consumer(n=40.8%) that have high level of purchasing attributes toward seaweed snack when compared to other segments. pursuing type segment(n=27.4%) consists of consumers who have low level of purchasing attributes but have high consumption frequency. beginner type segment(n=31.8%) consists of consumers who rarely eat seaweed snack and have high price sensitivity. This study can inform Thai seaweed consumer's behavior and effective segment market strategies and target consumer based on purchasing behavior toward seaweed snack.

The Effect of Consumer Factors on the Use of Mobile Internet (소비자 특성이 무선인터넷 이용에 미치는 영향에 관한 연구)

  • 박윤서
    • Korean Management Science Review
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    • v.20 no.2
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    • pp.61-80
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    • 2003
  • At the end of 2002, about 91% of mobile telecommunications service subscribers have mobile phones with the mobile internet access function. However, despite the rapid spread of mobile internet phones, the number of real mobile internet users is very small. In this situation, this paper focuses on the effect of consumer demographics such as sex, age, job, etc. and consumer life-style on the use of mobile internet. This study tries to find the answers about the following questions ; 1) Which consumer demographic variables affect the use of mobile internet\ulcorner 2) How can we categorize the consumers with the mobile internet phones\ulcorner 3) What are the characteristics of categorized groups and is there any difference in using the mobile internet\ulcorner For this purpose, an off-line survey was conducted over 1,500 consumers with the mobile internet phones. This study concludes as follows ; The important demographic factors of the use of mobile internet are age, job, marriage, academic career and personal spending money. Totally viewed in the consumer demographics, the typical type of mobile internet users can be described as the young student. On the other hand, sex and family income variables do not significantly affect the use of mobile internet. And the mobile internet users can be categorized by the life-style into four distinct groups, which are named as the innovation oriented group, the practicality oriented group, the conservation oriented group, the ostentation oriented group. These findings show that the consumer life-style have various effects on the use of mobile internet.