• Journal of the Korean Operations Research and Management Science Society
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• v.34 no.3
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• pp.29-41
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• 2009

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, we conduct a series of experiments employing survey data of consumer choices of MP3 players to assess the prediction power of the model. 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.

• 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.

• Journal of the Korean Society of Clothing and Textiles
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• v.22 no.8
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• pp.990-1000
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• 1998

The purpose of this study is to find out the relationship between consumer's economic environments and clothing buying behaviors. Consumer's economical environments can be identified as the influence of IMF and subjective social classes. And clothing buying behavior can be defined such as clothing buying motives, informants, clothing selective standards, price, patronage store in terms of consumer decision making process. This study was carried out in theoretical and empirical ways. The questionnaire was administered to 375 university students living in seoul during the April, 1998. The results of empirical study were as follows; First, Consumer's individual characteristics are proven to be significantly related to the influence of IMF and subjective social classes. Second, the influence of IMF is proven to be significantly correlated to the clothing buying behavior. Third, the subjective social classes is proven to be partially related to the clothing buying behavior.

• The Journal of Information Systems
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• v.12 no.1
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• pp.117-144
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• 2003

The purpose of this study is to be aware of the relationship between the perceived risk and purchasing intention after investing the impacts by 3 factors-consumer, media, and product characteristics on the perceived risk. The influence on perceived risk is categorized based on the 3 factors' combinations. The result of this study shows that the each characteristics of media, consumer, and product affect consumer's perceived risk and also this risk is affected by the relationship among these 3 independent variables. These results mean that the consumer's perceived risk about buying goods at the internet shopping mall or TV home shopping cannot be measured by a single dimension. Finally, it has a negative relationship between the perceived risk and purchasing intention. Implications for managers' use of shopping media are discussed in terms of the product and media characteristics fit.

• Journal of Distribution Science
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• v.22 no.5
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• pp.67-79
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• 2024

Purpose: The purpose of this study is to shopping medium determinants and consumer behavior differences based on the value of consumption. Methodology: The subjects of the survey were adult men and women in their 20s or older living in Korea, and 283 valid responses were obtained. A Logit model was used to identify consumption value factors and shopping medium choices. A t-test was conducted to analyze the differences between consumer behavior based on preferred shopping medium (on/offline). Results: The inclusion of community-oriented factors such as eco-friendliness and social contributions lead to higher likelihood of choosing offline shopping. In addition, consumers who value self-expression and who are price sensitive are more likely to choose online stores. Conclusions: It was found that community-oriented factors lead shoppers to choose offline shopping, and the need for self-expression lead shoppers to choose online stores.

• Journal of Korean Home Economics Education Association
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• v.29 no.3
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• pp.89-104
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• 2017

Considering the advent of the Fourth Industrial Revolution, this study examines the changes and influences of intelligent information technology and the role of consumer education in the context of consumption life. The purpose of this study is to provide a theoretical foundation to effectively respond to the future consumption society as an independent consumer by enhancing the understanding of the Fourth Industrial Revolution in terms of consumption life. First, in terms of changes in the consumption paradigm in the Fourth Industrial Revolution, production and consumption are converged by being shared through a comprehensive connection platform in real time. Regarding the meaning of consumption, mental experience is being emphasized; moreover, usage and sharing, rather than ownership, are being highlighted. In terms of major changes in consumption life, the emergence of a more convenient smart consumption life and the possibility of personalized consumption optimized for individual demand are anticipated. Moreover, sustainable eco-friendly consumption is expected to increase further, and rapidly changing consumption trends will experience accelerated progress in consumer-centered changes. Next, the predicted problems in consumption life in the Fourth Industrial Revolution include unequal consumption due to intelligent information technology power center and the use and management of personal information data. Furthermore, ethical concerns related to the introduction of new technologies will become prominent, eventually resulting in issues concerning consumption satisfaction. To effectively respond to these new paradigm changes, consumer education should be value-centered. Ethical aspects of consumption should be considered, and consumption life should include trust and mutual cooperation. Furthermore, consumer education should facilitate creative convergence.

• Korean journal of food and cookery science
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• v.24 no.1
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• pp.1-10
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• 2008

The purpose of this study was to examine the ethical attitudes of consumers in consumption situations by using the consumer ethics scale(CES). Self-administrated questionnaires were completed by 492 consumers, and the resulting data were analysed by frequency, chi-square, one-way ANOVA, factor analysis, reliability analysis, and cluster analysis. We found four different groups of consumers were identified according to their ethical attitudes in consumption situations: 1) the unethical onlooker consumer group, 2) the socialized unethical consumer group, 3) the ethical consumer group, and 4) the severely unethical consumer group. The unethical onlooker consumer group was most widespread prevalent among university students who were in their 20s and down or under, and who received spending money from their parents, and the socialized unethical consumer group was most prevailing prevalent among the higher educated consumers. The women who consumers slightly outnumbered men in an the ethical consumer group, slightly outnumbered the men who did, and many of the university-educated large income earners fell into this group consumed in that way as well. The severely unethical consumer group was quite uncommon among those who were at the age of 41 and up over, and not many of the higher educated people and larger income earners consumed in an the severely unethical consumer group, either. Thus, it's proven this study proves that in terms of the propensity to consume, the consumers' were different from one another in ethical attitudes and behaviors differ according to their demographic characteristics.

• Journal of Arbitration Studies
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• v.27 no.2
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• pp.107-119
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• 2017

In the process of online trading, many unexpected conflicts may occur. The consumer wishes to perform transactions with a seller by trusting the seller's listings, but there are times when even major companies such as Kakao edit their original listings. When the seller edits their listing, it is extremely difficult for the consumer to prove and deal with the problem. If they don't deal with them carefully they may be accused of denigration. This study proposes a consumer protection system to resolve this problem. In case a problem occurs, proof that the original listing was edited can be submitted to a judge in court by using this system, thus preventing these types of problems from happening. If this system is installed, both the seller and consumer know that the terms of contract cannot be falsely changed to the advantage of either side, so the source of the problem can be prevented. This study analyzes the reasons behind the conflicts and presents a systematic way of preventing the problem. This method does not present a financial burden, and provides a way for transactions to be held based on trust for the seller and consumer.

• Journal of Korea Game Society
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• v.17 no.5
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• pp.81-88
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• 2017

In this study, the influence of player motivations in FPS(First Person Shooter) online game on flow, consumer satisfaction and loyalty was analyzed. Research results show that player motivations can be classified into five factors: control, relationship, boasting, de-stress, and interest. The most influential factor that affects flow is interest, and control, relationship, and de-stress are following. In terms of consumer satisfaction, relationship, interest, and control are most positive factors. When it comes to consumer loyalty, relationship, control, and interest are most positive factors. Flow has a strongly positive influence on both consumer satisfaction and loyalty.

• Korean Journal of Human Ecology
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• v.19 no.5
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• pp.883-896
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• 2010

This study analyzed the effects of consumer knowledge and attitudes toward spending on environment-friendly agricultural products. Using data collected from 486 Ulsan housewives, results showed each score of consumer knowledge on and attitude to environment-friendly agricultural products was the middle level, and that mean monthly expenditure on environment-friendly agricultural products was 91,193 won. A multiple regression analysis was computed and indicated that higher spending on environmentally friendly agricultural products was related to high levels of consumer knowledge, positive attitudes to environment-friendly agricultural products, higher levels of household income, being a housewife in terms of occupation position, and post-graduate education levels. Furthermore, results also implied that consumer knowledge and attitudes to environment-friendly agricultural products were of greater influences than the demographic variables in their influence over spending on environment-friendly agricultural products.