• 제목/요약/키워드: Brand Language

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A Study on Brand Image Analysis of Gaming Business Corporation using KoBERT and Twitter Data

  • Kim, Hyunji
    • 한국게임학회 논문지
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    • 제21권6호
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    • pp.75-86
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    • 2021
  • 브랜드 이미지는 고객, 이해관계자, 시장 전체가 해당 브랜드를 어떻게 보고 인지하는지를 뜻한다. 긍정적 브랜드 이미지는 계속적인 구매를 유발하지만, 부정적인 브랜드 이미지는 구매를 중단하게 만드는 등 소비자의 구매행동에 직결되기 때문에, 기업 입장에서는 빠르고 정확히 파악할 필요가 있다. 현재 브랜드 이미지를 조사하는 방법으로는 설문조사, SNS조사 등이 있는데, 표본의 수가 한정되고 시간과 비용이 많이 소요된다는 이슈가 있다. 따라서 본 연구에서는 딥러닝 기반의 KoBERT 모델을 활용하여 소셜미디어 상의 텍스트 데이터에 대한 감성분석을 실시한 후, 이를 브랜드 이미지 분석에 활용하는 방법을 제시하고, 이에 대한 성능을 검증하였다. 결과적으로, 다섯 개의 브랜드 이미지 순위를 매긴 결과가 한국기업평판연구소의 순위와 일치함으로써 본 연구의 사용성을 입증하였다.

영문 브랜드네임의 중문 브랜드네임 전환 방식에 대한 중화권 소비자들의 브랜드 평가에 관한 연구 -브랜드컨셉의 조절효과를 중심으로- (Evaluations of Chinese Brand Name by Different Translation Types: Focusing on The Moderating Role of Brand Concept)

  • 이지은;전주언
    • Asia Marketing Journal
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    • 제12권4호
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    • pp.1-25
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    • 2011
  • 중화권 시장의 지속적인 성장으로 글로벌 브랜드들은 중화권 시장에 성공적으로 진입하기 위해서 다양한 노력을 기울이고 있다. 중화권 시장에 속한 국가들은 중국어를 공통적으로 사용하기 때문에 이 시장에 진출하려는 기업들은 영문 브랜드네임을 중문 브랜드 네임으로 전환해야 한다. 중문 브랜드네임에 대한 기존 연구들을 살펴보면, 중화권 시장에 진출한 글로벌 브랜드네임에 대한 사례분석에 초점이 맞추어져 있을 뿐 브랜드가 제공하는 편익과 중문 브랜드네임 전환방식과의 관계를 실증적으로 검증한 연구는 부족한 실정이다. 따라서 본 연구는 영문 브랜드네임이 중문 브랜드네임으로 전환되는 방식에 대해 살펴보았으며, 브랜드컨셉에 따라 중문 브랜드네임 전환방식에 대해 중화권 소비자들은 다른 평가를 내릴 것이라 예측하고 이에 대해 실증적으로 검증하였다. 연구결과 중화권 소비자들은 기능적 브랜드 컨셉제품의 경우 음운과 의미가 반영된 음운어의론식 전환방식에 대해서 가장 호의적으로 평가하였으며, 다음으로 의미가 반영된 의차식 전환이 호의적인 평가를 받았다. 반면에 상징적 브랜드 컨셉제품의 경우는 음운어의론식 전환방식을 가장 호의적으로 평가하였으며, 다음으로 음운이 반영된 음차식 전환에 대해 호의적으로 평가하는 것으로 나타났다. 실증결과를 토대로 글로벌 브랜드를 담당하는 브랜드 매니저들에게 자사 브랜드가 중화권 소비자들에게 제공하는 목표 편익에 따라서 중문 브랜드네임 전환방식이 달라져야 함을 제안하였다.

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서비스 제공자의 비언어적 커뮤니케이션이 브랜드 이미지, 고객만족, 재방문의도에 미치는 영향 : 패스트푸드점을 중심으로 (The Impact of Service Providers's Nonverbal Communication on Brand Image, Customer Satisfaction, Revisit Intention : Focused on Fast Food Restaurants)

  • 유영진
    • 한국콘텐츠학회논문지
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    • 제18권12호
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    • pp.319-331
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    • 2018
  • 본 연구는 패스트푸드점 서비스 제공자의 비언어적 커뮤니케이션이 브랜드 이미지, 고객만족, 재방문의도에 미치는 영향을 파악하기 위하여 수행되었다. 이를 위해 대구지역의 패스트푸드점 이용고객 309명의 설문자료를 수집하여 분석에 사용하였다. 자료 분석을 위해 SPSS 프로그램의 빈도분석, 요인분석, 다중회귀분석을 사용하였다. 요인분석을 통해 패스트푸드점 서비스 제공자의 비언어적 커뮤니케이션은 표정언어, 외모적언어, 의사언어, 공간적 행위의 4 구성요소로 확인되었으며, 다중회귀분석결과 비언어적 커뮤니케이션의 4 구성요소는 브랜드 이미지, 고객만족, 재방문의도 각각에 정(+)의 영향을 미치고 있는 것으로 나타났다. 본 연구는 결과를 통해 패스트푸드점 서비스 제공자의 비언어적 커뮤니케이션의 영향력을 확인하고 실무적 차원의 시사점과 이론적 차원의 시사점을 제시하였다.

크루얼티 프리 패션 브랜드의 커뮤니케이션 성과 분석 - 브랜드 주도적 이미지와 소비자 지각 이미지에 대한 비교 - (Evaluation of communication effectiveness of cruelty-free fashion brands - A comparative study of brand-led and consumer-perceived images -)

  • 최영현;이상영
    • 복식문화연구
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    • 제32권2호
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    • pp.247-259
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    • 2024
  • This study assessed the effectiveness of brand image communication on consumer perceptions of cruelty-free fashion brands. Brand messaging data were gathered from postings on the official Instagram accounts of three cruelty-free fashion brands and consumer perception data were gathered from Tweets containing keywords related to each brand. Web crawling and natural language processing were performed using Python and sentiment analysis was conducted using the BERT model. By analyzing Instagram content from Stella McCartney, Patagonia, and Freitag from their inception until 2021, this study found these brands all emphasize environmental aspects but with differing focuses: Stella McCartney on ecological conservation, Patagonia on an active outdoor image, and Freitag on upcycled products. Keyword analysis further indicated consumers perceive these brands in line with their brand messaging: Stella McCartney as high-end and eco-friendly, Patagonia as active and environmentally conscious, and Freitag as centered on recycling. Results based on the assessment of the alignment between brand-driven images and consumer-perceived images and the sentiment evaluation of the brand confirmed the outcomes of brand communication performance. The study revealed a correlation between brand image and positive consumer evaluations, indicating that higher alignment of ethical values leads to more positive consumer assessments. Given that consumers tend to prioritize search keywords over brand concepts, it's important for brands to focus on using visual imagery and promotions to effectively convey brand communication information. These findings highlight the importance of brand communication by emphasizing the connection between ethical brand images and consumer perceptions.

아바타를 활용한 브랜드 개성의 시각화에 관한 연구 (A Study on the Visualization of Brand Personality by Utilizing the Avatar)

  • 송민정;정경원
    • 디자인학연구
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    • 제19권1호
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    • pp.215-224
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    • 2006
  • 경쟁이 심화됨에 따라 브랜드 신뢰성의 중요성이 커지고 있다. 고객들은 브랜드에 대한 신뢰를 바탕으로 선택을 하는 경향이 있기 때문이다. 기업들이 경쟁사와 차별화 되며 신뢰성이 있는 브랜드 이미지를 구축하려는 다양한 시도의 결과로 브랜드 개성이라는 개념이 생겨났다. 브랜드 개성은 브랜드 아이덴티티 확립이라는 기업의 목적과 자신이 선택한 브랜드를 통해 자신의 이미지를 표현하려는 소비자의 목적을 동시에 만족시켜주는 수단이 되고 있다. 브랜드 개성의 중요성이 커짐에 따라, 많은 학자들이 다양한 방법을 동원하여 그것을 명확하게 측정하기 위한 시도를 전개했다. 그러나 대다수의 연구들은 측정과 데이터의 분식에 많은 노력과 오랜 시간이 소요될 뿐만 아니라, 그 결과를 명확하게 시각화할 수 없는 언어적, 정량적 방법에 의존하고 있는 실정이다. 이에 본 연구는 아바타를 활용하여 새롭고 가시적인 브랜드 개성 측정 방법을 개발하는 것을 목표로 한다. 본 연구의 결과는 다음과 같다. 첫째, 아바타는 브랜드 개성을 시각화하는 효과적인 매체가 될 수 있다는 가정(假定)이 입증되었다. 아바타는 얼굴과 의복, 자세와 동작 등을 통해 인간의 개성을 나타내 줄 수 있으므로, 목적에 부합되도록 특별하게 디자인된 아바타는 법인(法人)의 특성을 대변하는 브랜드의 개성을 독창적으로 표현해 줄 수 있다. 둘째, 브랜드 개성이 여러 가지 유형으로 분류될 수 있고, 그 분류가 브랜드 개성 아바타를 디자인하는 데 필요한 지침으로 활용될 수 있다는 점이 명확해졌다. 셋째, 특별하게 디자인된 브랜드 개성 아바타의 효용성을 실제로 활용하여 실험을 한 결과, 아바타가 구체적이고 직관적으로 브랜드 개성을 측정하는 데 효과적인 것으로 나타났다. 정확성 검증 실험을 통해서는 아바타들이 브랜드 개성 유형을 적절하게 표현하고 있음을 밝혔으며, 특히 아바타를 이용하여 기존 브랜드들의 개성을 측정해 본 결과, 아바타가 언어보다 브랜드 개성의 판단에 효과적이라는 것이 입증되었다.

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Color Image Analysis of Cosmetic Web-Site for Color Marketing

  • Lee, Jeongman;An, Jongsuk
    • 패션비즈니스
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    • 제16권6호
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    • pp.127-143
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    • 2012
  • This study aims to derive the sensitive image analysing the color tones based on the web-sites of cosmetic brand and to know how the web-site color tones and the color tone image as visual factor for information transfer do influence the effective communication. 10 cosmetic brand web-sites are selected based on the pre survey, and the main page color tones of cosmetic brand web-site are analyzed by Color Catch and Munsell Conversion program, whereas the composition of color tones and color image such as the main trend colors, secondary colors, accent colors and etc are analyzed by a graphic professional program 'Adobe Photoshop'. 5 color tone groups are classified as Black&White, Green&White, Blue&White, Purple&White and Red&White according to the color distribution chart, and the emotional language is derived applying them to the pre research and IRI image scale. The color association is empirically analyzed by a survey method. The study results finally show Black&White is proper for expression of high quality and modern image, Green&White for pure and clean image, Blue&White for cool and transparent image, Purple&White for mysterious and elegant image respectively. This study results are necessary for plan of color delivering the strong transferring power of visual information the time when to make the effective web-sites, and it hopefully will be utilized as the basic data for the color marketing to actively express the brand identity and to satisfy the consumers' sensitivity.

Relationship between Brand Personality and the Personality of Consumers, and its Application to Corporate Branding Strategy

  • Kim, Young-Ei;Lee, Jung-Wan;Lee, Yong-Ki
    • 마케팅과학연구
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    • 제18권3호
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    • pp.27-57
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    • 2008
  • Many consumers enjoy the challenge of purchasing a brand that matches well with their own values and personalities (for example, Ko et al., 2008; Ko et al., 2006). Therefore, the personalities of consumers can impact on the final selection of a brand and its brand personality in two ways: first, the consumers may incline to purchase a brand or a product that reflects their own personalities; second, consumers tend to choose a company that has similar brand personalities to those brands that are being promoted. Therefore, the objectives of this study are following: 1. Is there any empirical relationship between a consumer's personality and the personality of a brand that he or she chooses? 2. Can a corporate brand be differentiated by the brand personality? In short, consumers are more likely to hold favorable attitudes towards those brands that match their own personality and will most probably purchase those brands matching well with their personality. For example, Matzler et al. (2006) found that extraversion and openness were positively related to hedonic product value; and that the personality traits directly (openness) and indirectly (extraversion, via hedonic value) influenced brand effects, which in turn droved attitudinal and purchase loyalty. Based on the above discussion, the following hypotheses are proposed: Hypothesis 1: the personality of a consumer is related to the brand personality of a product/corporate that he/she purchases. Kuksov (2007) and Wernerfelt (1990) argued that brands as a symbolic language allowed consumers to communicate their types to each other and postulated that consumers had a certain value of communicating their types to each other. Therefore, how brand meanings are established, and how a firm communicate with consumers about the meanings of the brand are interesting topics for research (for example, Escalas and Bettman, 2005; McCracken, 1989; Moon, 2007). Hence, the following hypothesis is proposed: Hypothesis 2: A corporate brand identity is differentiated by the brand personality. And there are significant differences among companies. A questionnaire was developed for collecting empirical measures of the Big-Five personality traits and brand personality variables. A survey was conducted to the online access panel members through the Internet during December 2007 in Korea. In total, 500 respondents completed the questionnaire, and considered as useable. Personality constructs were measured using the Five-factor Inventory (NEO-FFI) scale and a total of 30 items were actually utilized. Brand personality was measured using the five-dimension scale developed by Aaker (1997). A total of 17 items were actually utilized. The seven-point Likert-type scale was the format of responses, for example, from 1 indicating strongly disagreed to 7 for strongly agreed. The Analysis of Moment Structures (AMOS) was used for an empirical testing of the model, and the Maximum Likelihood Estimation (MLE) was applied to estimate numerical values for the components in the model. To diagnose the presence of distribution problems in the data and to gauge their effects on the parameter estimates, bootstapping method was used. The results of the hypothesis-1 test empirically show that there exit certain causality relationship between a consumer's personality and the brand personality of the consumer's choice. Thus, the consumer's personality has an impact on consumer's final selection of a brand that has a brand personality matches well with their own personalities. In other words, the consumers are inclined to purchase a brand that reflects their own personalities and tend to choose a company that has similar brand personalities to those of the brand being promoted. The results of this study further suggest that certain dimensions of the brand personality cause consumers to have preference to certain (corporate) brands. For example, the conscientiousness, neuroticism, and extraversion of the consumer personality have positively related to a selection of "ruggedness" characteristics of the brand personality. Consumers who possess that personality dimension seek for matching with certain brand personality dimensions. Results of the hypothesis-2 test show that the average "ruggedness" attributes of the brand personality differ significantly among Korean automobile manufacturers. However, the result of ANOVA also indicates that there are no significant differences in the mean values among manufacturers for the "sophistication," "excitement," "competence" and "sincerity" attributes of the corporate brand personality. The tight link between what a firm is and its corporate brand means that there is far less room for marketing communications than there is with products and brands. Consequently, successful corporate brand strategies must position the organization within the boundaries of what is acceptable, while at the same time differentiating the organization from its competitors.

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국내 화장품 브랜드의 상품명 분석 (An Analysis on the Product Name for the Domestic Cosmetics Brands)

  • 정지욱;이정순
    • 한국의상디자인학회지
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    • 제18권1호
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    • pp.91-103
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    • 2016
  • The product name is the main factor in working out the marketing strategies, because it offers the information of the products, and reflects functions, materials, expectable effect, and the trends of the cosmetics. The purpose of this study is to analyze the type of language, the number of syllabus, and the composition method of the product names for the domestic cosmetics brands. It analyzes 120 products of skins and lotions from 10 brands of the Amore-Pacific. The results of the study are as follows; Firstly, foreign words and languages are mostly used in the product names, and the mixed words are used more than the korean and the chinese characters. Secondly, 7-15 syllabus is the most widely used number for the brand names. It is rare to use only one word for the brand name and it is general to use the combination of relative words that describes the product well. Thirdly, it is found to be common to have 'product line + product type' for the composition method. This kind of composition method uses the words that indicates skin troubles.

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Prediction of User Preferred Cosmetic Brand Based on Unified Fuzzy Rule Inference

  • 김진성
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2005년도 추계학술대회 학술발표 논문집 제15권 제2호
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    • pp.271-275
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    • 2005
  • In this research, we propose a Unified Fuzzy rule-based knowledge Inference Systems UFIS) to help the expert in cosmetic brand detection. Users' preferred cosmetic product detection is very important in the level of CRM. To this Purpose, many corporations trying to develop an efficient data mining tool. In this study, we develop a prototype fuzzy rule detection and inference system. The framework used in this development is mainly based on two different mechanisms such as fuzzy rule extraction and RDB (Relational DB)-based fuzzy rule inference. First, fuzzy clustering and fuzzy rule extraction deal with the presence of the knowledge in data base and its value is presented with a value between $0\∼1$. Second, RDB and SQL(Structured Query Language)-based fuzzy rule inference mechanism provide more flexibility in knowledge management than conventional non-fuzzy value-based KMS(Knowledge Management Systems)

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Prediction of User's Preference by using Fuzzy Rule & RDB Inference: A Cosmetic Brand Selection

  • Kim, Jin-Sung
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제5권4호
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    • pp.353-359
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    • 2005
  • In this research, we propose a Unified Fuzzy rule-based knowledge Inference Systems (UFIS) to help the expert in cosmetic brand detection. Users' preferred cosmetic product detection is very important in the level of CRM. To this purpose, many corporations trying to develop an efficient data mining tool. In this study, we develop a prototype fuzzy rule detection and inference system. The framework used in this development is mainly based on two different mechanisms such as fuzzy rule extraction and RDB (Relational DB)-based fuzzy rule inference. First, fuzzy clustering and fuzzy rule extraction deal with the presence of the knowledge in data base and its value is presented with a value between 0 -1. Second, RDB and SQL (Structured Query Language)-based fuzzy rule inference mechanism provide more flexibility in knowledge management than conventional non-fuzzy value-based KMS (Knowledge Management Systems).