• Title/Summary/Keyword: Technology Innovation Research

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Analysis of Enactment and Utilization of Korean Industrial Standards(KS) by Time Series Data Mining (시계열 자료의 데이터마이닝을 통한 한국산업표준의 제정과 활용 분석)

  • Yoon, Jaekwon;Kim, Wan;Lee, Heesang
    • Journal of Technology Innovation
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    • v.23 no.3
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    • pp.225-253
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    • 2015
  • The standard is a nation's one of the most important industrial issues that improve the social and economic efficiency and also the basis of the industrial development and trade liberalization. This research analyzes the enactment and the utilization of Korean industrial standards(KS) of various industries. This paper examines Korean industries' KS utilization status based on the KS possession, enactments and inquiry records. First, we implement multidimensional scaling method to visualize and group the KS possession records and the nation's institutional issues. We develop several hypothesis to find the decision factors of how each group's KS possession status impacts on the standard enactment activities of similar industry sectors, and analyzes the data by implementing regression analysis. The results show that the capital intensity, R&D activities and sales revenues affect standardization activities. It suggests that the government should encourage companies with high capital intensity, sales revenues to lead the industry's standard activities, and link the policies with the industry's standard and patent related activities from R&D. Second, we analyze the impacts of each KS data's inquiry records, the year of enactments, the form and the industrial segment on the utilization status by implementing statistical analysis and decision tree method. The results show that the enactment year has significant impact on the KS utilization status and some KSs of specific form and industrial segment have high utilization records despite of short enactment history. Our study suggests that government should make policies to utilize the low-utilized KSs and also consider the utilization of standards during the enactment processes.

A Research on the Quantitative Analysis of the Credit Information for the Improvement of Financial Policies for Startup Companies: Focusing on Negative Factors (창업기업 금융정책 개선을 위한 기업 신용정보 데이터의 정량적 분석 연구: 기업의 생존에 부정적인 요인을 중심으로)

  • Lee, Raehyung;Kim, Karpsoo
    • Journal of Technology Innovation
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    • v.25 no.4
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    • pp.189-209
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    • 2017
  • Financial institutions around the world, including financially advanced nations, widely operate a credit information sharing system to ease off information asymmetry between financial institutions and financial consumers. This study analyzed the credit problem data that is actually being shared among financial institutions in Korea, and classified credit problem data into three categories; Frequency, Period, Amount. In survival analysis, this study analyzed how different types of credit problem influence on survival period of companies. Next, in comparative analysis, this study verified a difference between start-up companies and existing companies on classified conditions of the credit problems. After conducting a survival and comparative analysis of the credit information of 449,579 companies of 8 years' actual information sharing in Korea, it showed that the number of the frequency of accidents showed a positive(+) correlation with the survival period. This provides contrary evidence to the financial institutions' risk policies that the number of the frequency of accidents is a negative factor. Furthermore, since the start-up companies that are under 7 years old show more positive aspect in the survival period than existing companies, it draws a policy implication that the credit information sharing system need to be improved by taking account of characteristics of the start-up companies.

A Study on Individual User's Preference for Cloud Storage Service (클라우드 스토리지 서비스에 대한 개인 사용자의 선호 요인 연구)

  • Lee, Sewon;Hong, Ahreum;Hwang, Junseok
    • Journal of Technology Innovation
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    • v.23 no.1
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    • pp.1-36
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    • 2015
  • The purpose of this research is to find individual user's preference for cloud storage service such as Daum Cloud, Naver N-Drive, GoogleDrive, Dropbox, SkyDrive and iCloud. Through literature reviewed and pilot tests, 6 attributes of cloud storage service (storage capacity, perceived cost, collaboration, accessibility, social influence and perceived security) were selected and all 6 attributes had significant effects on the preference of cloud storage service by conjoint analysis. The results shows that the user's willingness to pay is estimated 10,553 won for the free storage, 4,646 won for the function for mobile accessibility, and 2,443 won for more reliable cloud computing service provider. This study has significance to apply conjoint analysis with economic, technological, and environmental factors to cloud storage service (SaaS) and shed light on policy promotion of next generation of cloud computing ecosystem by user perception with willingness to pay on the storage service.

The influence of entrepreneurial orientation and absorptive capacity on SME's NPD (기업가적 지향성과 흡수역량이 중소기업의 신제품개발에 미치는 영향)

  • Woo, Hyung-Rok;Kwon, Jung-Eon
    • Journal of Technology Innovation
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    • v.21 no.2
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    • pp.57-84
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    • 2013
  • New product development(NPD) is imperative management activity for growth and survival of the firm. In the context of the small and medium-sized enterprises(SMEs), the firm became further dependent upon NPD with the increasing turbulence in environments. This research suggests the role of entrepreneurship orientation(EO) and absorptive capacity(ACAP) that affect the success rate of NPD in SMEs. Although each of them has been highlighted as critical resources in the aspect of the sustainable competitive advantage, the relationship and the effect between EO and ACAP have received scant attention. Based on the sample of 261 Korean SMEs, this study examines the direct/indirect effect of EO and ACAP on NPD performance. While innovativeness of EO has the direct effect on NPD performance, both risk-taking and proactiveness of EO show no significance. While realized ACAP has the positive influence on NPD performance, potential ACAP shows no significant influence. In addition, we found that the impact of innovativeness on NPD performance was being partially mediated by ACAP whereas the relationship between proactiveness and NPD performance being fully mediated by ACAP. These findings would provide generic insights that both exploration and exploitation regarding knowledge and resources in SMEs are necessary in order to increase NPD performance and two activities have to align with EO.

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Quality Characteristics of Traditional Soybean Paste (Doenjang) Manufactured with Mixed Beans (혼합콩으로 제조한 전통된장의 품질 특성)

  • Yoon, Won-Jung;Lee, Soo-Won;Moon, Hye-Kyung;Moon, Jae-Nam;Kim, Bong-Gyu;Kim, Boon-Ju;Kim, Gwi-Young
    • Journal of the East Asian Society of Dietary Life
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    • v.21 no.3
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    • pp.375-384
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    • 2011
  • The effects of mixed beans on quality characteristics of traditional soybean paste (Doenjang) were investigated. The proximate composition of the soybean paste (Doenjang) met traditional food standard requirements. The range in salinity was 12.30~13.20%, and the salinity decreased with an increase in the amount of mixed beans. A significant difference in pH values occurred in all samples(p<0.05). The Hunter's 'L ($45.06{\pm}0.41$)' and 'b ($13.89{\pm}0.73$)' values of the TDM2 samples were higher than those of other samples. The highest amounts of malic acid of the organic acids are shown. The order of the amino acid content was aspartic acid > leucine > lysine, and that of free amino acid contents were proline > glutamic acid > arginine. The order of mineral content in the soybean pastes was Na > K > Ca > Mg, but levels of Co, Cu, and Zn were not detected. The traditional soybean paste (Doenjang) had an effective DPPH radical scavenging activity and higher phenolic content compared to those of the control sample. Overall acceptability score of the TDM2 (soybean 1 : mixed beans 1) was higher than that of the others. More research is needed to enhance the quality and functionality of traditional soybean paste.

A Study on the Key Sucess factors Analysis Based on the Malcolm Baldridge National Quality Award (Malcolm Baldridge National Quality Award의 평가모델에 근거한 핵심성공요인분석)

  • Jung, Kyung-Hee;Cho, In-Hee;Kim, Sung-Je;Cho, Jai-Rip
    • Journal of the Korea Safety Management & Science
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    • v.10 no.4
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    • pp.297-307
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    • 2008
  • At the spots of enterprises experiencing rapid environmental changes, necessity for ceaseless managemental innovation is raised. We can't deny that management quality is also a part of such managemental innovation. Introduction of management quality by an organization is different from introduction of other individual innovative techniques. Management quality is not one time project but complete historical change program to be pursued continuously. Furthermore, it must be understood as a strategic 'Quality Journey' looking for far future of an organization. Malcolm Baldrige Model has been increasingly used in Korea as a global standard for management quality. The model, however, has shown a number of limitations in application due to nonsystematic elements in the implementation process. The deployment process of the model should be detailed through a real world case study. In this research, we proposed a quality evaluation standard model which is suitable for the Korean public enterprise based on the Malcolm Baldrige Non-profit Criteria, and examined the model. A 7-Point Likert Scale was used based on the seven categories within the 2007 Malcolm Baldrige Non-profit Criteria: Leadership, Strategic Planning, Customer and Market Focus, Management Analysis and Knowledge Management, Workforce Focus, Process Management, and Results. Furthermore, we analysed the validity and causal relationship among the factors within the model. Through the above case study, following common factors for successful Malcolm Baldrige Model have been derived. The following is a summary of the results of this study. First, for Malcolm Baldrige Model management, needs powerful support Leadership. Second, for Malcolm Baldrige Model management, needs systematic Strategic Planning. Third, for Malcolm Baldrige Model management, needs the continuous Customer and Market Focus. Fourth, for Malcolm Baldrige Model management, needs systematic Measurement Analysis and Knowledge Management. Five, for Malcolm Baldrige Model management, needs systematic Workforce Focus. Six, for Malcolm Baldrige Model management, needs systematic Process Management. The finding are surely necessary factors to arrange the human resource management for upgraded management quality, those factors help to explain why all enterprises consider human resource as the strategic view.

A Study on the Correlation Analysis of China's IC Industry Profit and R&D Expenditure, New Products Development Costs and Annual Export Volume (중국 IC산업의 산업이익과 R&D 지출, 신제품 개발비 및 연간 수출량의 상관관계 분석)

  • Guo, Tian-Jiao;Yang, Jun-Won;Kim, Hyung-Ho
    • Journal of Digital Convergence
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    • v.17 no.8
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    • pp.159-170
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    • 2019
  • IC industry is one of the foundation and core industries of modern information industry. Therefore, the study of this industry has important theoretical and practical significance. The main purpose of this study is to measure the degree of close correlation between the two indexes through correlation analysis of the selected indicators, so as to study the development trend and direction of IC. Based on the theory of induced innovation and the theory of comparative advantage, this paper analyzes the correlation between the profit of the IC industry and the following three indicators by using chart analysis method, covariance analysis method and correlation coefficient analysis method. These three indicators are R&D expenditure, new product development costs and annual export amount of IC. The selected data are mainly from CHINA STATISTICS YEARBOOK ON HIGH-TECHNOLOGY INDUSTRY. Through the research, it is found that the profit of China's IC industry is positively correlated with the first two indicators and negatively correlated with the annual export amount.

Analysis of the Fashion Customization Platform Design Cases (패션 커스터마이징 플랫폼 디자인 사례분석 연구)

  • Jeong, Je-Yoon;Lee, Saem;Nam, Won-Suk
    • Journal of the Korea Convergence Society
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    • v.12 no.8
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    • pp.23-30
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    • 2021
  • Various customizing services are also being introduced in the fashion industry in line with the diversification of consumer tastes and the demand for small production of multiple varieties. However, barriers to entry are high for consumers who are not customized, and various functions are rather complicated. This study selected the three platforms that provide the most similar services to Marple, the No. 1 fashion platform sales, as comparative models and used them as a basic study for web-based fashion customization platform design through case analysis. As a research method, theoretical examinations were conducted through literature surveys, followed by web analysis based on layout, menu, color, icon, and interaction. The study found that the placement of options, the composition of menu windows, the number of point colors, and the use of icons without functions of metaphores hindered the use of customizing platforms. This work proposes a solution, and aims to contribute to increasing the usability of future customizing web by comprehensively analyzing the visual shaping elements of web platform design.

Analyses of Impact on Business Performance of Information Security Companies: The Perspective of Mediating Effects of Organizational and Innovative Capabilities (정보보호 기업의 경영성과에 미치는 영향 분석: 조직 및 혁신 역량의 매개 효과의 관점에서)

  • Shin, HyunMin;Kim, Injai
    • Knowledge Management Research
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    • v.22 no.4
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    • pp.157-172
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    • 2021
  • Information security companies were established in earnest from the mid-late 1990s to early 2000s, far shorter than other national key industries. Nevertheless, the information security industry has made rapid progress. It is expected that the proportion of the information security industry will increase rapidly with the development of advanced technology along with the 4th industrial revolution. As COVID-19, which occurred at the end of 2019, spreads around the world in 2020, non-face-to-face services and digital transformation are accelerating, and cyber threats to users are also increasing. However, there are limitations in responding to new Cyber Security threats due to the shortage of information protection manpower, insufficient security capabilities of domestic companies, and the narrow domestic information protection market. This study examines the external environmental factors of information security companies such as government information protection system operation, government influence, government support, partnership between information security companies, and internal environmental factors such as top management support, financial status, human resources, organizational capability, This study was conducted using empirical data to analyze whether it affects innovation capability and whether organizational capability and innovation capability affect financial and non-financial performance. The results of this study can be used as basic data to suggest policies and implications for information security, and to strengthen the competitiveness of the information security industry.

Effects of Government Business Support Projects on Corporate Growth : Focusing on the moderating effect of growth stage and use of government support (정부 기업지원 사업이 기업성장에 미치는 영향 : 성장단계 및 정부지원 활용의 조절효과를 중심으로)

  • Kim, Su gil;Hyun, Byung-Hwan
    • Journal of Technology Innovation
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    • v.31 no.2
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    • pp.333-369
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    • 2023
  • In this paper, the effect of government corporate support projects on corporate growth was analyzed, and the effect on corporate financial performance or non-financial performance was empirically analyzed by using the growth stage as a modulating variable in government support activities. As a result, it was analyzed that government corporate support had a significant effect on financial performance, non-financial performance, and use of government support, and that the moderating effect of the growth stage had a positive (+) effect on both financial and non-financial performance. Taken together, the research results showed that government corporate support had a positive effect on corporate performance, the growth stage had a positive (+) effect on both financial and non-financial performance, and the impact on financial performance was even greater. Accordingly, government support projects must be supported according to each company's growth stage, and during the decline, companies need to provide customized support according to the state of the company through industry and corporate analysis, and it is expected to be meaningful to improve the efficiency of the government's business support project.