• Title/Summary/Keyword: market status

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Topic Modeling of News Article about International Construction Market Using Latent Dirichlet Allocation (Latent Dirichlet Allocation 기법을 활용한 해외건설시장 뉴스기사의 토픽 모델링(Topic Modeling))

  • Moon, Seonghyeon;Chung, Sehwan;Chi, Seokho
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.38 no.4
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    • pp.595-599
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    • 2018
  • Sufficient understanding of oversea construction market status is crucial to get profitability in the international construction project. Plenty of researchers have been considering the news article as a fine data source for figuring out the market condition, since the data includes market information such as political, economic, and social issue. Since the text data exists in unstructured format with huge size, various text-mining techniques were studied to reduce the unnecessary manpower, time, and cost to summarize the data. However, there are some limitations to extract the needed information from the news article because of the existence of various topics in the data. This research is aimed to overcome the problems and contribute to summarization of market status by performing topic modeling with Latent Dirichlet Allocation. With assuming that 10 topics existed in the corpus, the topics included projects for user convenience (topic-2), private supports to solve poverty problems in Africa (topic-4), and so on. By grouping the topics in the news articles, the results could improve extracting useful information and summarizing the market status.

Analysis on Food Material Industry in Korea (식재료 산업의 현황 및 발전 방안)

  • Kim, Soung-Hun;Yu, Jung-Rim
    • Korean Journal of Agricultural Science
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    • v.37 no.1
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    • pp.161-170
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    • 2010
  • In Korea, food material industry encounters the emerging market which results from the growth of food service industry and food processing industry. Food material suppliers think that the total sales in Korean market may be around 20 trillion won. However, very small numbers of studies about Korean food material industry have been conducted. This paper analyzes the current status of food material industry and the market structure in Korea, and presents several suggestions for the development of Korean food material industry as following: building up the function of fresh-cut in production area, improving market structure, settling down the cold-chain system, enforcing the certification program for food safety.

The Market Goods Substitution of Housework and the Determinants on it (식생활과 의생활영역의 가사노동 상품대체와 그 영향요인)

  • 구혜령;이기영
    • Journal of Families and Better Life
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    • v.19 no.2
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    • pp.111-127
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    • 2001
  • The purposes of this study were to investigate the relationships between individuals characteristics (socio-economic status, time pressures, resources related with implementing housework), attitudes toward goods characteristics, and the level of market goods substitution of housework in the domain of foods and clothes. For empirical analysis, the data of the study was collected from 572 married women living in Seoul. Covariance structure analysis were employed for data analysis, using LISREL. The major findings were as follows: 1) Individuals characteristics, attitudes toward market goods characteristics, and the level of goods substitution of housework had causal relationships. 2) Generally, wifes age and resources related with implementing housework were negative predictors of the level of market goods substitution of housework and wifes education, income, time pressures, attitudes toward characteristics of market goods were positive predictors. Wifes employment was a constraint of Korean traditional sauce, clothes repairing service and laundry service purchases, but a facilitator of the level of dining-out.

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Successful Marketing Strategies in Emerging Markets: Focusing on the Southeast Asian Market

  • Kim, Youngchan;Chung, JaiHak;Jung, Hyungsik
    • Asia Marketing Journal
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    • v.15 no.4
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    • pp.201-212
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    • 2014
  • The global market is facing numerous changes nowadays, and also is the Southeast Asian market. Among those of some other regions, the Southeast Asian market is especially important to Korea for many reasons since it is one of the rapidly emerging markets, is geographically close to Korea, and has fair conditions for investigation. And in order to succeed in Southeast Asian markets, thorough examination about the countries is in need. This article catches a glimpse of the global market, the current status and changes of Southeast Asian markets, and Korean firms now doing business in these markets. Also, the article suggests some tips for successful marketing strategies.

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The Influence of Awareness and Shopping Experience about Social Commerce on Intention to Purchase Attitude(Satisfaction) (소셜커머스에 대한 인식과 구매경험 등이 구매태도(만족도)에 미치는 영향)

  • Rhie, Jin Hee
    • Journal of Information Technology Services
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    • v.12 no.4
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    • pp.337-347
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    • 2013
  • The mobile market in South Korea is about 4trillion and the social commerce market is also growing. Social commerce market was started from small venture company and in nowadays, its status is getting higher enough to compete with such as Gmarket and 11st. As social commerce market is rapidly growing, the interest of consumer is getting higher and we need to research about how consumers to recognize and make a purchase. For the research, I set hypothesis about consumer's recognition about social commerce, shopping experience, purchasing disposition, a trust influence on purchase attitude and we analyzed through actual investigation. I did a survey for male and female in 20s. An analysis result showed that the recognition about social commerce, shopping experience, purchasing disposition and a trust can affect on purchasing satisfaction. The most popular category in social commerce market was restaurant and fashion and I also found that consumers visit social commerce market in case of need rather than regular visits. I expect a rapid growth of social commerce market as an advance of smartphones. I hope this research could help for to establish marketing strategy by understanding characteristics of social commerce market and consumer proneness.

The Outlook for Forward Osmosis-Reverse Osmosis (FO-RO) Hybrid Desalination Market (해수담수화 시장의 전망(정삼투-역삼투 융합기술 측면에서))

  • Kim, Jakyum;Han, Jihee;Sohn, Jinsik;Kim, Seung-Hyun
    • Journal of Korean Society of Water and Wastewater
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    • v.30 no.5
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    • pp.521-532
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    • 2016
  • Seawater desalination market after global economic crisis has been stalled due to the market uncertainties and decreased demand in desalination. It is important to review the status of the market and to estimate the appropriate share of Forward osmosis-Reverse Osmosis (FO-RO) hybrid desalination technology by figuring out the outlook of the desalination market. Main part of the desalination market will still be MENA (Middle East and North Africa) in the near future due to the fast population increase and high dependency of fossil fuel in the region. The market for FO-RO hybrid technology, however, might be smaller than the conventional SWRO desalination market anyway because of aesthetic issues from using wastewater as raw water and higher costs associated with capex. Therefore, it is essential to improve FO membrane performance and system operation technologies in order to make the hybrid technology attractive compared to the conventional SWRO technology.

A Study on the Performance and Impact Factors of Consumer Monitoring Market Surveillance for Product Safety (제품안전을 위한 소비자모니터링 시장감시 성과 및 영향요인 연구)

  • Suh, Jungdae
    • Journal of the Korean Society of Safety
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    • v.36 no.1
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    • pp.26-35
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    • 2021
  • Governmental bodies generally conduct investigations for product safety management once new products are released to the market, in order to prevent distribution of illegal and defective items. Further, market surveillance activities are regularly conducted by the government to ensure distribution of safe products and recall any hazardous products. The safety investigations often involve a consumer monitoring system wherein consumer organizations participate in market monitoring to conduct surveys on illegal and defective products. As a result, the monitoring results of individual consumer organizations are available separately, but an integrated analysis of the data from all consumer organizations cannot be performed, thereby deterring comprehensive evaluation of the consumer monitoring system. In this study, we analyze the individual monitoring results of consumer organizations to understand the overall status and performance of comprehensive market monitoring and present the directions for desirable market surveillance policies. To this end, the effectiveness of market surveillance related to the distribution of products is verified through analysis of the interrelationships between the monitoring processes and performances of consumer organizations as well as their impact on the performances of the monitoring implementation processes; moreover, several improvement points and direction points are presented for more desirable monitoring of the consumer markets.

A Study on Resolving Barriers to Entry into the Resell Market by Exploring and Predicting Price Increases Using the XGBoost Model (XGBoost 모형을 활용한 가격 상승 요인 탐색 및 예측을 통한 리셀 시장 진입 장벽 해소에 관한 연구)

  • Yoon, HyunSeop;Kang, Juyoung
    • The Journal of Society for e-Business Studies
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    • v.26 no.3
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    • pp.155-174
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    • 2021
  • This study noted the emergence of the Resell investment within the fashion market, among emerging investment techniques. Worldwide, the market size is growing rapidly, and currently, there is a craze taking place throughout Korea. Therefore, we would like to use shoe data from StockX, the representative site of Resell, to present basic guidelines to consumers and to break down barriers to entry into the Resell market. Moreover, it showed the current status of the Resell craze, which was based on information from various media outlets, and then presented the current status and research model of the Resell market through prior research. Raw data was collected and analyzed using the XGBoost algorithm and the Prophet model. Analysis showed that the factors that affect the Resell market were identified, and the shoes suitable for the Resell market were also identified. Furthermore, historical data on shoes allowed us to predict future prices, thereby predicting future profitability. Through this study, the market will allow unfamiliar consumers to actively participate in the market with the given information. It also provides a variety of vital information regarding Resell investments, thus. forming a fundamental guideline for the market and further contributing to addressing entry barriers.

Analysis of Status of Radiation/Radioisotopes Utilization

  • Park, Chan Hee;Lee, Seung Hyun;Kim, Na Kyung;Kim, Kon Wuk
    • Journal of Radiation Protection and Research
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    • v.42 no.1
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    • pp.1-8
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    • 2017
  • Background: The use of radiation and radioisotopes in Korea has been increasing each year, and its impact on economy and industry is expected to be increasing progressively following the development of industrial technology and the expansion of their usage. To establish and supporting policies for industries using radiation and radioisotopes, it is necessary to check the status of related industries accurately, as well as to gather data required to establish plans for industrial development by studying both revenues and economic scale (contributing to revenue). Materials and Methods: To analyze the status of utilization, surveys were carried out on 6,621 organizations engaged in nuclear operations handling radiation and radioisotopes pursuant to the Nuclear Safety Act as of end 2014, on 33,471 medical institutions using radiation generators for medical and diagnostic purposes pursuant to the Medical Service Act, and on 2,218 organizations using radiation generators for animal diagnostics pursuant to the Veterinary License Act. Results and discussion: The overall status of the domestic radiation market including the number of user organizations, that of employees, and the size of distributions (imports, productions, and exports) with which the scale of domestic radiation market can be judged showed a growth trend compared to the previous year, though the number of employees for radiation operation in industrial sector, research sector, education sector, military sector, and power plants (nuclear power plants) and the size of imports was reduced somewhat. Conclusion: It is expected that data acquired through periodic surveys on the status of utilization would be utilized practically in establishing governmental policies related to the promotion of usage of radiation and radioisotopes, and also be utilized widely in cultivating and developing the industry efficiently to invigorate the related industries.

Analysis Research on Preparation of 4th Wave (AI) of the Visegrad Group

  • Kim, Dong Hwa;Seo, Dae-Sung
    • The Journal of Asian Finance, Economics and Business
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    • v.5 no.4
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    • pp.201-211
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    • 2018
  • The paper suggests making a policy and strategies for a way of exporting Korean ICT product effectively in the EU and Eastern area, and an effective preparation of 4th industrial revolution through analysis of preparation status of 4th industrial revolution of the Visegrad group. Analyze policy, status, what they want for 4th preparation in the Visegrad group from comparing characteristics analysis of each country's official data, publication data, portal, paper, and etc. They have been preparing for 4th industrial revolution long time ago as basic research and business before 4th wave word. With these basic results, they are trying to apply such as, AI, S/W, security, ICT, etc. of 4th wave core technology. For the development of new export market in EU, the Korean team should research with university and research center or venture company. Through these cooperation, they should understand their personal characteristic, lifestyle, and what consumers want to purchase in EU. And this results can be used in South Asia and India that give a big effect to all over the world ICT market. The external impact of the 4th wave must have a long-term shift in manpower, and production policy is related to the EU's strategic role, or the preparation of the 4th wave to the V4 country in the short term.