• 제목/요약/키워드: Product Data

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A Study on the Method for Extracting the Purpose-Specific Customized Information from Online Product Reviews based on Text Mining (텍스트 마이닝 기반의 온라인 상품 리뷰 추출을 통한 목적별 맞춤화 정보 도출 방법론 연구)

  • Kim, Joo Young;Kim, Dong soo
    • The Journal of Society for e-Business Studies
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    • v.21 no.2
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    • pp.151-161
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    • 2016
  • In the era of the Web 2.0, characterized by the openness, sharing and participation, it is easy for internet users to produce and share the data. The amount of the unstructured data which occupies most of the digital world's data has increased exponentially. One of the kinds of the unstructured data called personal online product reviews is necessary for both the company that produces those products and the potential customers who are interested in those products. In order to extract useful information from lots of scattered review data, the process of collecting data, storing, preprocessing, analyzing, and drawing a conclusion is needed. Therefore we introduce the text-mining methodology for applying the natural language process technology to the text format data like product review in order to carry out extracting structured data by using R programming. Also, we introduce the data-mining to derive the purpose-specific customized information from the structured review information drawn by the text-mining.

The Effects of Goal Orientation Consciousness versus Unconsciousness on Consumers' Choice Tendency

  • CHOI, Nak-Hwan;CHEN, Fei
    • The Journal of Industrial Distribution & Business
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    • v.11 no.1
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    • pp.7-17
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    • 2020
  • Purpose: This study aimed at exploring the product choice tendency differences between the consciousness and unconsciousness of goal orientation when product attributes is perceived to be compatible with the goal orientation. Research design, data and methodology: Empirical study used a 2 (goal conscious vs. unconscious) × 3 (hedonic vs. performance vs. reliability attribute) between-subjects design and one control group. To verify hypotheses, χ2-test was conducted to 320 questionnaire data answered by undergraduate students of Jiangxi Normal University in China. Results: First, consumers under unconscious condition showed a higher product choice consistency based on compatibility between hedonic (performance) attribute of the product and their hedonic (performance) promotion goal-orientation than those under the conscious condition. Second, product choice effects of compatibility between reliability attribute of the product and prevention goal orientation were not significantly different between consumers' consciousness and unconsciousness of their prevention goal orientation. Conclusions: Marketers of 'under dog' should try to develop and deliver the product attributes different from the attributes of 'top dog.' And the 'top dog' marketers should help their customers to avoid the conflicts by developing the environment of inducing their goal orientation unconsciously. Brand marketers should always pay attention to the reliability attributes concerned with the prevention goal orientation.

A Study on the Cultural Characteristics reflected on the Consumer Product Ads (소비자제품의 광고에 반영된 문화특성에 관한 연구)

  • 김태희;전양진
    • Journal of the Korean Society of Clothing and Textiles
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    • v.25 no.3
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    • pp.629-637
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    • 2001
  • The objective of this study was to identify the cultural characteristics affecting advertising contents of the consumer products. Hofstedes(1991) five cultural characteristics such as individualism-collectivism, power distance, masculinity-feminity, avoidance of uncertainty, confucian dynamism were used. Ten kinds of consumer products were included and data were collected from France, Japan, Korea, and U. S. during 1999∼2000. All ads were evaluated and compared their cultural characteristics in terms of country, product involvement and usage, and magazine type. ANOVA, Duncan test, and Pearson correlation-coefficient were applied to analyze data. The results were shown as follows: First, most ads tended to be individual, less power oriented, feministic, and showed high tendency of uncertainty avoidance as well as long term confucianism for all the countries. And some cultural characteristics were different among countries. Japan, France, U. S. and Korea in order showed higher individualism and lower power distance. Also Korea and Japan showed relatively short term confucian culture while U. S. and France did ling term perspectives in the ads. Second, product involvement and usage type had a significant impact on the characteristics of individualism-collectivism and feminity-masculinity. That is, product ads of lower involvement and personal use were likely to show individualistic messages and to have more feministic appeals. Third, magazine type had an impact on some cultural characteristics. Womens magazines would have more individualistic, less power oriented, and feministic appeals of ads. In conclusion, global ads should be localized and differentiated in terms of some cultural characteristics and differ depending on product characteristics.

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The Effects of Labeling Information on the Consumers' Evaluation about Product Quality

  • LIM, Chae-Suk
    • Journal of Distribution Science
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    • v.18 no.10
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    • pp.111-119
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    • 2020
  • Purpose: The purpose of the current study is to examine the effects of labeling information on the consumers' evaluation, with a focus on the effects of the three types of labeling information on the product quality. Research design, data and methodology: This study conducted a survey of the women respondents living in Gyeonggi province, Korea, during the time period of April 20th through May 30th, 2020. The sample data have been used to run regression analysis, reliability analysis, frequency analysis and factor analysis. Results: The empirical results are summarized as follows: 1) the labeling information on the brand image has a significantly positive effect on the consumers' evaluation about product's functional quality; 2) the labeling information on the product characteristics has a significantly positive effect on the consumers' evaluation about the expressed quality; and 3) the labeling information on the brand image has a significantly positive effect on the consumers' evaluation about the perceived quality. Conclusions: The conclusion is that the labeling information on product characteristics and the brand image is estimated to be statistically significant, therefore the Korean outdoor-wear industry are required to upgrade the information on the brand image and the product characteristics.

A Study on the Evaluation Method about Marketability of Product Design (제품디자인의 시장성 평가방법 연구)

  • 이문기
    • Archives of design research
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    • v.14 no.1
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    • pp.93-101
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    • 2001
  • This study suggested how to apply it decision-making of product development rapidly by design evaluation process to objectify and the result to quantify with viewpoint of design evaluation sets to marketability. Coverage of this method limited to the evaluation stage of design concept. The procedure of study, first of all, referred to some type of design evaluation method and their feature. And next, referred to some kinds of demand forecasting for marketing. Above an, this study focused on the method of demand forecasting by buying intentions surveys proper to the marketability evaluation of new product design. On a case study, I had investigated preference survey and buying intentions surveys about the design proposal of "language master audio". I selected the best design proposal through the conjoint analysis and also investigated demand forecasting. First, on the basis of buying intentions surveys, choose population and had produced buying demand, awareness demand, potential demand. I could estimate some profit to take out expense and cost from the buying demand. This estimated profit is marketability judgement data of product design at the design concept stage and can be utilized to measurable data for decision-making of product development. Through the case study, this method could forecast a target demand, and even if it is some difference between real sales volume, but the case study could verified that this method is effective to the evaluation of marketability in case of completely new product got on the typical category and the product category could be set up the population clearly.

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Consumers' Perception of Clothing Price(Part ll) - The Effect of Product Involvement and Consumer Knowledge on the Perceptions of Each Dimension of Clothing Price (의복구매시 소비자가 지각하는 가격 (제2보) 제품관여와 소비자 지식이 의복가격의 각 차원 지각에 미치는 영향-)

  • 진병호
    • Journal of the Korean Society of Clothing and Textiles
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    • v.22 no.5
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    • pp.628-638
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    • 1998
  • This study, the second in two part series, focuses on effect of product involvement and consumer knowledge on consumers' perceptions of six dimensions of clothing price: price -quality schema, prestige sensitivity: sale proneness, price mavenism, value consciousness, and price consciousness. Additionally, correlation between product involvement and consumer knowledge was examined. Multi-item measures of six dimensions of price, product involvement, and consumer knowledge were included in the questionnaires. The subjects were 264 college students living in Seoul, Korea. The data were collected by self-administered questionnaires and analyzed by factor analysis, regression analysis, and correlation analysis using SPSS PC. In addition, two focus group interviews were conducted to obtain qualitative data for the result interpretation. Results of this study showed that the degree of consumers' product involvement significantly affects consumers' perceptions of each price dimension except price consciousness dimension. Consumers' knowledge about clothing has a significant effect on consumers' perceptions of all price dimensions. Dimensions of product involvement and consumer knowledge were partially correlated. Marketing implications based on these results were suggested.

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Requirement Analysis Using UML on PDM System Development (UML을 이용한 PDM 시스템 요구사항 분석)

  • Oh, Dae-Kyun;Kim, Yong-Gyun;Lee, Jang-Hyun;Shin, Jong-Gye
    • Korean Journal of Computational Design and Engineering
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    • v.13 no.2
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    • pp.121-130
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    • 2008
  • The concept of integrated product information has been universalized so that many manufacturing industries have applied the concept to their production system. The field of PDM (Product Data Management), which is one of the core components of the integrated product information, is not an exception. Therefore, various PLM (Product Lifecycle Management) software providers are in process of suggesting the PDM solutions. As the PDM solution is widely adopted in the manufacturing industries, the successful application of the solution has been gathering more strength in manipulation of the product information. However, the standardized implementation methodology is stuck in the basic level contrast with the enhanced PDM's functionality and capability. Present study refers to the application of UML (Unified Modeling Language), which is an object oriented modeling description, to PDM system development procedure. The advantage of UML is its efficiency and effectiveness in handling complex requirement often found in PDM implementation works. This paper shows the integration of PDM and UML proposes a philosophy for the support of requirement analysis throughout the full implementation of PDM system.

Examining the Relationship between Shopping Style and Consumption Value of Apparel Products (의류상품 유형별 쇼핑스타일과 소비가치 관계 연구)

  • Oh, Hyun-Jeong
    • Journal of the Korean Home Economics Association
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    • v.48 no.1
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    • pp.27-40
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    • 2010
  • The objectives of this study were to investigate differences in shopping style and consumption value of apparel product type, and to establish the effects of consumption value on shopping style. A questionnaire was used to collect data from 263 women aged between 20 to 49 in Gwangju on their shopping style and consumption value according to formal and casual product type. Collected data were subjected to frequency analysis, factor analysis, ANOVA, t-test and multiple regression analysis using statistical program SPSS(version 17.0). Results showed that shopping style could be influenced by six factors: fashion-recreational, quality-brand, impulsive, confused, brand-loyal, and price conscious consumer. Clothing consumption value was influenced by five factors: emotional, functional, epistemic, social, and situational value. Shopping style and clothing consumption value were significantly different between a formal product purchaser and a casual product purchaser. Consumption value had a significant influence on shopping style of the formal product purchaser and also the casual product purchaser.

Variables Predicting Advertisement Preference and Intention to Purchase Product in Sexuality-Oriented Jeans Advertising (성적 소구에 의한 진 의류 광고의 선호도 및 제품 구매의도에 대한 예측 변인 규명)

  • 홍희숙
    • Journal of the Korean Society of Clothing and Textiles
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    • v.21 no.3
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    • pp.607-620
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    • 1997
  • The purpose of this study was to identify the variables which could predict advertisement preference and intention to purchase product in sexuality-oriented fashion advertising. The data were collected using questionnaires which contained nine advertisements of Guess jeans, selected from Vogue magazine published from 1990 to 1996.441 college students (female= 225, male=216) living in Seoul, Korea participated in the study. The data were analyzed by factor analysis and stepwise elimination method of multiful regression analysis. The results of this study were as follows: First, seven factors of New Young Generation oriented characteristics were identified: fashion, individuality, preferences of caffa or reggae bar with affective mood, expression of emotion, individualism, preferences of a foreign-made product/western culture oriented tastes and activity of fan club/chatting through personal computers. Three factors of fashion advertising involvement were identified: social involvement, hedonic involvement and utilitarian involvement. Second, the variables which predicted preferences of advertisements in sexuality-oriented fashion advertising were perceived eroticism levels, hedonic involvenent, prior brand attitude and preference of a foreign-made product/western culture oriented tastes in the case of females, while perceived eroticism levels, hedonic involvenent prior brand attitude, preference of a foreign-made product/western culture oriented tastes and activity of fan club/ chatting through personal computers were identified as predictor variables for males. Third, the intention to purchase product was predicted by preference of a foreign-made product/western culture oriented tastes, prior brand attitude, hedonic involvenent and fashion for females, and by perceived eroticism levels, fashion opinion leadership, hedonic involvenent and prior brand attitude in the case of males.

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The Influence of Consumer's Shopping Value and Brand Alliances on Purchasing Behavior for Apparel Products of Internet Private Brand (쇼핑가치와 상표제휴가 인터넷 쇼핑업체의 PB의류제품 구매행동에 미치는 영향)

  • Hwang, Sun-Jin;Kim, Hee-Jung
    • Journal of the Korean Society of Clothing and Textiles
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    • v.32 no.2
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    • pp.247-258
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    • 2008
  • The purposes of this study were to investigate influences of consumer's shopping value, brand alliances and apparel product involvement on purchasing behavior. The subjects of 172 hedonic shopping value and 208 utilitarian shopping value were chosen to participated for data collection. The data was analyzed by factor analysis, cluster analysis, and ANOVA. The main results of study were summarized as follows: 1. When an Internet Private Brand(PB) did not form brand alliance with a National brand(NB), utilitarian shopping value consumers did not differ in preference irrespective of whether product involvement was high or not. However, when the PB formed brand alliance with well-known NB, they showed higher preference for the high involvement apparel product than the low involvement product. 2. When an Internet PB did not form brand alliance with well-known NB, the utilitarian shopping value consumers' word-of-mouth intention did not differ between the high involvement apparel product and low involvement apparel product. 3. It was revealed that when an Internet PB did not form brand alliance, the utilitarian shopping value consumers showed higher intention to purchase than that of the low involvement product.