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딥 러닝 기술 이용한 얼굴 표정 인식에 따른 이모티콘 추출 연구 (A Study on the Emoticon Extraction based on Facial Expression Recognition using Deep Learning Technique)

  • 정봉재;장범
    • 한국인공지능학회지
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    • 제5권2호
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    • pp.43-53
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    • 2017
  • In this paper, the pattern of extracting the same expression is proposed by using the Android intelligent device to identify the facial expression. The understanding and expression of expression are very important to human computer interaction, and the technology to identify human expressions is very popular. Instead of searching for the emoticons that users often use, you can identify facial expressions with acamera, which is a useful technique that can be used now. This thesis puts forward the technology of the third data is available on the website of the set, use the content to improve the infrastructure of the facial expression recognition accuracy, in order to improve the synthesis of neural network algorithm, making the facial expression recognition model, the user's facial expressions and similar e xpressions, reached 66%.It doesn't need to search for emoticons. If you use the camera to recognize the expression, itwill appear emoticons immediately. So this service is the emoticons used when people send messages to others, and it can feel a lot of convenience. In countless emoticons, there is no need to find emoticons, which is an increasing trend in deep learning. So we need to use more suitable algorithm for expression recognition, and then improve accuracy.

Pay Per Click Marketing Strategies: A Review of Empirical Evidence

  • Bhandari, Ravneet Singh
    • 산경연구논집
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    • 제8권6호
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    • pp.7-16
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    • 2017
  • Purpose - Today's world revolves around search engines which are the driving force behind any marketer. The thirst for marketing has led to the evolution of online 'Pay per click' over last few years and is the most widely used instrument. Research design, data, and methodology - Exploratory research design highlights many marketing variables getting affected by pay per click marketing. To analyze the said phenomenon, the data was gathered through questionnaire from the sample of 338 respondents which were selected by simple random sampling method mostly from the National Capital Region (NCR) of Delhi in India. The data collected from the respondents was loaded on SAS base for exploratory factor analysis and multiple regression analysis. Results - Pay per click as a marketing tool has significant impact on the consumers. The most prominent factors of pay per click marketing identified in the research are Ad quality, Competition, Targeting, Trend and Budget. Conclusions - Organic as well as inorganic ads, keeping in mind the end goal to gage the exchange of these two postings in the marked look territory. Additionally, here we dissected supported pursuit promotions in all. It would be beneficial to break down the impact of promotion position on the pay per click marketing.

Research on the Characteristics of Chinese Tourists Flow to Thailand: Application of the Social Network Analysis (SNA) Method

  • WANG, Xiao-Chuan;WANG, Chun-Yan;KIM, Hyung-Ho
    • The Journal of Asian Finance, Economics and Business
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    • 제8권11호
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    • pp.243-251
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    • 2021
  • The goal of this study is to examine the characteristics of Chinese visitors visiting Thailand, determine the rules, and give a reference for Thai tourism authorities and businesses when developing marketing strategies for the Chinese market. This paper constructs the tourism flow network and takes Bangkok as the major research target. The statistical characteristics of the network are studied using the SNA method, based on the trip notes of Thailand on www.mafengwo.cn, a prominent travel website in China as the data source. The results show that: Shanghai, Beijing, and Tianjin occupy important positions in the network; The flow direction of Chinese tourists to Thailand mainly tends to Bangkok, Chiang Mai, Pattaya, and Phuket Island; Grand Palace have strong tourism flow aggregation, diffusion, and control over other nodes in the whole network structure; Tom Yu Kuang has the greatest degree centrality in all Thai cuisine. The findings of the study can help relevant management departments create tourist policies and modify market strategies by developing the regular characteristics of China's tourism flow to Thailand in the theoretical field.

패스트 패션(Fast Fashion) 도입에 따른 패션 업계의 대응 전략 연구 (A Study on the Strategies of the Fashion Industry toward Fast Fashion)

  • 임성민;최주영;김미숙
    • 복식문화연구
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    • 제16권3호
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    • pp.432-443
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    • 2008
  • Fast fashion is widely accepted in young generation who are eager to the new fashion trends. With the consumers' rapid adoption of fast fashion, fashion retailers have tried to adopt strategies to reflect current and emerging trends as quickly as possible and effectively in current merchandise assortment, raises important issues with respect to the processes of effective merchandise management. However, the concept of fast fashion has not been academically investigated and developed properly yet. Therefore, this study mainly reviewed secondary data such as leading fast fashion companies' website, newspaper articles and Zara's case study which covers fast fashion issues. Fast fashion gets widely spreading in market, current investigation showed that domestic fashion companies have adopted fast fashion concept in early stage. This study tried to examine characteristics and strategies used by fast fashion businesses to provide domestic fashion industry with valuable information of production and marketing strategies. Suggestions through the result are as follows: 1. Fast fashion requires flexible managing systems such as SCM, QRS and JIT in order to promote efficient production and assortment management from the entire supply chain. 2. Domestic fast fashion companies should build up not only quality of good design but also reasonable price and strengthen marketing strategies in order to compete with abroad fashion companies 3. Fashion companies that succeed in satisfying consumer's desire for new trend show that it has been successful their strategy to make market area wider to the world not focusing on domestic market.

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인터넷 쇼핑몰의 상황별 패션 코디 서비스에 관한 연구 - 20대 남성을 중심으로 - (A Study of Situation based Coordinate Service in Internet Fashion Shopping Malls - Focused on Men in Their 20s -)

  • 조민정;박동준;정현숙
    • 복식문화연구
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    • 제17권2호
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    • pp.255-269
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    • 2009
  • The purpose of this study was to understand the internet fashion shopping behavior of men in their 20s, and to develop the internet shopping website with situation-based clothing coordination services for male comsumer in their 20s. The study was implemented through a normative descriptive survey method using a questionnaire. The survey was conducted in April and May 2006, and the sample group consisted of 280 men in their 20s from Busan and the provinces of Gyeongnam and Gyeongbuk. The data was analyzed by following statistical methods: frequency analysis, one-way-ANOV A, and Scheffe's test. The results are as follow: first, regarding internet the usage trend of male consumers in their 20s, it was shown that they usually spent more than 15 minutes and less than 30 minutes for internet shopping the price range from their experiences of clothing purchases was relatively high for they bought jackets or suits was relatively high. Second, an analysis on men's pattern of clothing purchase showed that many respondents purchase single items such as shirts or pants online. Third, in terms of their experiences of online purchase of coordinated clothes, 69% said "none." Yet, they showed positive assessment to a question whether they are willing to purchase clothes by using a situation-based coordination service or a 1:1 online coordination services. Fourth, the relationship between consumers' reactions to online situation-based clothing coordination services and respondents' demographic characteristics showed statistically significant different results in terms of occupation.

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한국의 우주탐사 과학데이터 공개시스템 (The Public Release System for Scientific Data from Korean Space Explorations)

  • 김주현
    • 우주기술과 응용
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    • 제3권4호
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    • pp.373-384
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    • 2023
  • 우리나라 최초의 우주탐사 개발사업으로 시작된 달 탐사 개발사업은 다누리 달 궤도선뿐만 아니라 임무목적을 달성하기 위한 탑재체와 이를 운영하기 위한 심우주지상시스템도 함께 개발되었다. 다누리에 탑재된 국내 기관이 개발한 4기의 과학탑재체가 획득한 달 탐사 과학데이터는 2024년 1월부터 일반 대중에게 공개될 예정이다. 이를 위하여 우리나라 최초의 우주탐사 과학데이터 관리 및 공개시스템인 KPDS(KARI Planetary Data System)가 개발되었다. 본 논문에서는 구축된 KPDS 웹사이트의 구성과 기능에 대하여 기술하였다.

A Study on Effects of Repurchase Intention of Consumer Innovativeness and Website Characteristics: Focused on Consumer of Overseas Direct Purchase

  • LEE, Hye-Jeong;LEE, Jong-Ho
    • 산경연구논집
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    • 제12권2호
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    • pp.29-40
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    • 2021
  • Purpose: In this study, with the transaction amount of foreign direct Purchase and foreign direct sales increasing, South Korea is in a situation where foreign direct sales are focused on China. We looked at the impact of consumer innovation and site characteristics on repurchase ability among the characteristics of overseas direct purchase consumers as a way to make direct overseas sales to various overseas countries. Research design, data and methodology: Consumer innovativeness consists of four variables: functional, hedonistic, social, and cognitive, and the site characteristics consisted of four variables: product price, product assortment, convenience, and service. The study was conducted on consumers with foreign direct purchase experience, and was finally used in 252 additional analyses. Results: The main findings of this study were first, that the impact on the degree of re-purchase among consumer innovativeness of foreign direct purchase consumers had a significant impact in the order of cognitive innovativeness, hedonistic innovativeness, and functional innovativeness. Social innovativeness did not affect the degree of re-purchase. Second, site characteristics have been found to have a significant impact on the degree of re-purchase in order of product assortment, commodity price, and service. Convenience did not affect the degree of re-purchase. Conclusions Taken together these results can be called the biggest characteristic of the cognitive innovativeness of the consumer's inclination to use the overseas direct purchase, the price or quick response of the goods sold on the site is a factor that affects the re-purchase, above all it is important to have a variety of products. We will present this element as a way to make direct sales abroad to various countries. In addition, foreign direct purchase is a lot of transactions in China, the United States, EU, but the share of China is high in foreign direct sales, and the U.S. and EU have a very low performance, it is important to consider the reasons why they prefer Korean products in China to study the social and cultural characteristics of U.S. and European consumers in the future, and to support and active marketing that companies and sellers can increase sales.

뷰티 유튜브 콘텐츠 분석 - 남성 뷰티 유튜버를 중심으로 - (Analysis of Beauty Content on YouTube - Male Beauty Influencers on YouTube -)

  • 김수지;김은실
    • 한국의류산업학회지
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    • 제26권2호
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    • pp.198-207
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    • 2024
  • As men's interest in grooming increases, YouTube videos teaching men about natural makeup that could help them look more presentable are becoming popular. An increasing amount of beauty content on YouTube now targets men. Therefore, this study aimed to identify the features of male-targeted beauty videos with the highest number of views and likes in order to help beauty influencers understand what subscribers want and apply effective marketing strategies. The research method set criteria for YouTuber characteristics, editing elements, and content through prior research, and analyzed through the YouTube website. The video upload date range was set from January 1, 2022 to January 1, 2024. The search keywords "male beauty YouTuber" and "male makeup" were used to find the 10 most viewed videos. The results showed that technical terms, standard words, and loanwords were generally used, and the age group was in their 30s, and the proportion of famous experts was high. The video duration of 10-15 minutes was most common, and the ratio of sound effects, background music, and subtitles was high. Makeup tips and product reviews or recommendations was the most common type of content. Especially, demonstrations of make-up application and product reviews had higher number of views. The findings of this study could provide new ideas and references to YouTubers who aspire to specialize in male beauty content, and help them produce videos that sufficiently satisfy the needs and desires of subscribers.

공공 도서관문화프로그램 유형 분석 연구 - 미국공공도서관을 중심으로 - (Analysis of Public Library Programs: U.S. Public Libraries' Practices)

  • 최상희
    • 한국도서관정보학회지
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    • 제51권4호
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    • pp.351-374
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    • 2020
  • 공공도서관은 지역사회의 정보문화 거점으로 다양한 장서를 기반으로 정보를 제공하고 문화프로그램을 운영하고 있다. 이 연구에서는 문화프로그램을 기획하는데 기초가 될 수 있도록 미국도서관협회에서 운영하는 'Programing Librarian'에서 공유되고 있는 미국 공공도서관 문화프로그램의 최근 3년간 사례를 분석하였다. Programing Librarian'은 사서들이 도서관문화프로그램을 기획한 사례를 공유하고 새로운 아이디어나 쟁점을 논의할 수 있는 정보공유 사이트이다. 수집한 데이터를 분석결과 취미, 문화, 독서와 같은 기존 프로그램 유형이 주요 영역으로 운영되고 있지만 사회나 생활과 같은 유형의 내용도 나타나고 있으며 친목도모나 체험과 같은 새로운 형식의 프로그램도 운영되고 있는 것으로 조사되었다. 또한 최소 비용으로 문화프로그램을 효과적으로 운영하고자 하는 경향은 미국에서도 나타나고 있는 것으로 분석되었고 문화프로그램 홍보 방식으로는 Facebook이 가장 선호되는 것으로 조사되었다.

Effects of the Flow of an Internet Shopping Mall upon Revisit Intention and Purchase Intention

  • Lee, Kwang-Keun;Ahn, Seong-Ho;Kim, Hyung-Deok;Youn, Myoung-Kil
    • Asian Journal of Business Environment
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    • 제4권4호
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    • pp.27-38
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    • 2014
  • Purpose - The study aims to investigate empirically the effects of the flow of an Internet shopping mall upon consumers' revisit intention and purchase intention. Research design, data, and methodology - The subjects comprised customers of Internet shopping malls. SPSS 19.0 for Windows was used to verify the models and hypotheses. Frequency, factors, reliability, and regression analysis were used. Results - This study classified flow behavior factors of Internet shopping malls into four categories-skills, convenience, design, and mutual reaction-to investigate their influence on flow. Skills and convenience had a greater influence than mutual reaction and design. The flow was most influenced by convenience, followed by skills. Conclusions - First, the subjects comprised those who had made purchases at least once at an Internet shopping mall. Second, the study applied the common flow attributes of past researchers to the Internet shopping mall environment, to gauge customers' e-commerce involvement. Third, skill, convenience, and shopping mall display design affirmatively influenced the computer-mediated environment from the Internet marketing control implications perspective regarding the contents of the marketer's website.