• 식품기술
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• 제25권3호
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• pp.230-256
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• 2012

• 지식경영연구
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• 제16권4호
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• pp.69-87
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• 2015

Given the huge number of data produced by its users, SNS is a great source of customer insights. Since viral trends in SNS reflect customers' direct feedback, companies can draw out highly meaningful business insights when such data is effectively analyzed and managed. However, while the importance of understanding SNS big data keeps growing, the methods for analyzing atypical data such as SNS postings for business insights over product has not been well studied. This study aims to demonstrate the way to exploit topic modeling method to support marketing strategy generation and therefore leverage business process. First, we conducted topic modeling analysis for twitter data of Apple and Samsung smartphones. Then we comparatively examined the analysis results to draw meaningful market insights about each smartphone product. Finally, we draw out a strategic marketing recommendation for each smartphone brand based on the findings.

• 한국환경복원기술학회지
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• 제6권1호
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• pp.57-64
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• 2003

This study aims to discuss the characteristics on marketing distribution of landscape materials after consideration in the side of cognition on the present condition of marketing which is important factors for analysis in understanding the market of landscape materials. To do this, the investigation of marketing distribution are to collect data refer to purchases and sales reports and questionnaires, these results are used to analyzed the operative factor of forming market structure and problematic, improvement spot of marketing distribution. The periodic range of this paper is limited on 609 landscape materials and examination was performed from 21.Feb. to 15.Mar, in 2002. The results of the whole prices trends and marketing distribution survey can be summarized as follows : 1. Differences of cognition on marketing distribution among four group toward problematic spot on product and marketing of landscape materials was summarized as follows : 1) Group of landscape design : Interest of government, Various articles. 2) Group of landscape construction : Communication of marketing information, Role of intermediary ecc. 3) Group of landscape materials and cooperation between company and university : Interest of government ecc, 2. Differences of cognition on marketing distribution among four group toward improvemental spot on product and marketing of landscape materials was summarized as follows : 1) Group of landscape design and construction : Network of marketing distribution on landscape materials, Criterion of articles, Quality adiministration through establishment of sale level ecc.. 2) Group of landscape materials : Employment of specialist education program ecc.. 3) Group of cooperation between company and university : Conscious reformation of comsumer ecc.

• 한국식품과학회지
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• 제40권4호
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• pp.365-374
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• 2008

환경문제가 대두되면서 이미 선진국의 포장재 공급업체들은 소비자의 관심과 재활용 규제가 친환경 포장재 수요를 불러일으킬 것으로 전망하였다. 이러한 수요에 대응하기 위해 옥수수와 같은 식물을 활용해 만든 여러 형태의 바이오 플라스틱을 출시해 왔으며, 국내 업체들에서도 점차 이에 대한 관심을 높여가고 있다. 점차 강화되고 있는 폐기물 부담금과 불안정한 국제 유가를 고려할 때, 바이오 플라스틱은 소비자들의 친환경 제품에 대한 관심과 연결되어 국내 플라스틱 산업의 새로운 활로가 될 것으로 기대된다. 이를 위해서는 비교적 초기단계에 있는 국내 친환경 플라스틱 기술에 대해 기업과 대학에서 활발한 연구가 이루어져야 할 것으로 보인다. 빠르면 2-3년 내에 생분해성 플라스틱을 주원료로 한 도시락 용기, 컵라면 용기 및 각종 상품용 포장용기가 실용화되고, 장기적으로는 폐수내의 중금속 이온 제거제를 비롯하여 생체 의료용제 등과 같은 첨단의 고부가 생명 공학기술을 응용한 다양한 종류의 환경 친화 제품의 출시가 예상되며, 향후 생분해성 플라스틱 산업은 시장 잠재력과 성장성이 무한한 환경 관련 사업으로 평가된다.

• International Journal of Internet, Broadcasting and Communication
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• 제14권2호
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• pp.98-108
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• 2022

In this study, social network analysis was performed to compare and analyze changes in domestic tourism trends before and after the outbreak of COVID-19 in a situation where the damage to the tourism industry due to COVID-19 is increasing. Using Textom, a big data analysis service, data were collected using the keywords "travel destination" and "travel trend" based on the collection period of 2019 and 2020, when the epidemic spread to the world and became chaotic. After extracting a total of 80 key words through text mining, centrality was analyzed using NetDraw of Ucinet6, and clustered into 4 groups through CONCOR analysis. Through this, we compared and analyzed changes in domestic tourism trends before and after the outbreak of COVID-19, and it is judged to provide basic data for tourism marketing strategies and tourism product development in the post-COVID-19.

• 디자인학연구
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• 제15권2호
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• pp.169-176
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• 2002

본 연구의 목적은 디자인경영 개념을 도입하여 플라스틱 소재를 중심으로 휴대용 전자기기 소재에 나타난 칼라 트렌드를 우리나라와 일본지역 실지조사를 통해서 칼라 트렌드의 현황및 예측하는데 있다. 경영의 개념을 디자인에 결합, 도입시킴으로서 우리나라 기업들이 보다 더 합리적이고 체계적인 디자인 프로세스 관리에 대한 사고의 전환을 시도하였고, 또한 디자인 지식공유시스템을 통한 중소기업, 가전업체, 전문기관 및 관련단체와의 지식 공유화 방안을 제시하고자 하였다. 플라스틱 소재에 나타난 칼라 트렌드 조사 결과, Cybertic, Purity 및 Colorful 경향 등 3가지 경향을 보여주고 있으며, 감성마케팅 전략으로서의 칼라 및 표면처리 추진방향은 고급화, 다양화, 그리고 차별화 등에 초점을 두고 있는 것으로 나타났다. 마지막으로, 칼라 트렌드 DB 구축방안을 제시하였다.

• 한국식생활문화학회지
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• 제13권3호
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• pp.215-225
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• 1998

The purpose of this study was to identify the development trends and feasibility of health-oriented convenience foods in Korea for promoting health. Special objectives were to investigate characteristics of health-oriented convenience foods; to determine the factor affecting the sale of health-oriented convenience foods; to examine marketing strategies of the foodservice industry; and to provide feedback for the development plan. Questionnaires were developed in this study and mailed to 10 food companies in Korea and then telephone interviews were carried out. Also, marketing strategies of each industry are analyzed by the visit interview with food processing and marketing chargers. The survey was conducted between September 30 and October 30, 1997. The results of this study were summarized as following : The most popular health-oriented convenience foods were completely precooked type, pouch/PE bag packaging type, diet purpose, 100-300 gram size, and convenience store sales with regard to selling and developing health-oriented convenience foods. About factors affecting selling health-oriented convenience foods, the best contributors among factors were seasonality, convenience, and negative image for instant foods. For health-oriented convenience foods, the most important factor was the improvement of taste and quality. Adults should be the most promising customers for health-oriented convenience foods. Food companies must promote variety, taste, nutrition, convenience, price, and advertising of health-oriented convenience foods for the powerful marketing strategies in the future.

• 디지털융복합연구
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• 제18권5호
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• pp.399-404
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• 2020

본 연구는 편의점 브랜드가 새로운 PB 상품을 온라인에서 마케팅하였을 때, 소비자의 구매 행동과 그에 따른 요인이 무엇인지 파악하는 것을 목적으로 한다. 연구를 위해 2030 밀레니얼 세대를 대상으로 편의점 PB 상품의 구매 행태와 PB 상품을 접하게 되는 경로에 대해 설문조사를 하였다. 분석 결과, 편의점 PB 상품을 구매하는 소비자들은 SNS나 유튜브를 통해 상품을 접하게 되었으며 구매 후 SNS에 게시함으로써 트렌드에 합류하고자 하는 경향이었다. 하여 본 연구에서는 이런 소비 형태를 가지게 되는 밀레니얼 세대의 소비 트렌드와 그에게 영향을 주는 온라인 마케팅의 개념에 대해 알아보고자 하며, 일시적인 구매가 아닌 지속적인 구매를 유도하기 위해 기업은 소비자 리서치를 참고해 향후 방안을 개선하여 앞으로의 소비자의 구매 요인이 트렌드에 의존하는 것이 아닌 지속해서 가치 있는 소비로 이끌어 가길 바란다.

• 복식문화연구
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• 제27권4호
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• pp.398-413
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• 2019

This study empirically analyzed the influence of fashion brands' marketing issues on actual sales and consumer preference-focusing on evaluation trends of brands over time by using the theoretical background and big data provided through literature. This study examined the influence of three fashion brands (Balenciaga, Vetements, and Off-White) that have recently seen a drastic increase in the number of searched volumes through social networks. To identify the consumer-brand evaluations and trends and the marketing issues, the time period was divided into Groups A and B, which are from 2014 to 2015 and from 2016 to 2017, respectively. This study analyzed the frequency of overlapping keywords by using the R program to graphically visualize the changes over the timeline. Specifically, this analysis extracted data mainly related to bags, wallets and accessories for 2014-2015, but in 2016-2017, all four brands saw a vast increase in the frequency of searching product keywords related to clothing and footwear, and newly extracted ones were the top keywords. When analyzing the big data with these keywords as indicators, I confirmed that the products related to bags, wallets, and accessories were shifted to those related to apparel and footwear. Consumers previously recognized luxury brands such as Balenciaga as accessories-oriented brands that were focused on handbags and sunglasses, but now they are gaining popularity and recognition among consumers as a fashion brand.

• 인간식물환경학회지
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• 제22권5호
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• pp.455-466
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• 2019

This study was carried out to analyze trends in floral products and services through the big data analysis of various social networking services (SNSs) and then to provide objective marketing directions for the floricultural industry. To analyze the big data of SNSs, we used four analytical methods: Cotton Trend (Social Matrix), Naver Big Data Lab, Instagram Big Data Analysis, and YouTube Big Data Analysis. The results of the big data analysis showed that SNS users paid positive attention to flower one-day classes that can satisfy their needs for direct experiences. Consumers of floral products and services had their favorite designs in mind and purchased floral products very actively. The demand for flower items such as bouquets, wreaths, flower baskets, large bouquets, orchids, flower boxes, wedding bouquets, and potted plants was very high, and cut flowers such as roses, tulips, and freesia were most popular as of June 1, 2019. By gender of consumers, females (68%) purchased more flower products through SNSs than males (32%). Consumers preferred mobile devices (90%) for online access compared to personal computers (PCs; 10%) and frequently searched flower-related words from February to May for the past three years from 2016 to 2018. In the aspect of design, they preferred natural style to formal style. In conclusion, future marketing activities in the floricultural industry need to be focused on social networks based on the results of big data analysis of popular SNSs. Florists need to provide consumers with the floricultural products and services that meet the trends and to blend them with their own sensitivity. It is also needed to select SNS media suitable for each gender and age group and to apply effective marketing methods to each target.