• Title/Summary/Keyword: Technological Intensity

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Block and Fuzzy Techniques Based Forensic Tool for Detection and Classification of Image Forgery

  • Hashmi, Mohammad Farukh;Keskar, Avinash G.
    • Journal of Electrical Engineering and Technology
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    • v.10 no.4
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    • pp.1886-1898
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    • 2015
  • In today’s era of advanced technological developments, the threats to the authenticity and integrity of digital images, in a nutshell, the threats to the Image Forensics Research communities have also increased proportionately. This happened as even for the ‘non-expert’ forgers, the availability of image processing tools has become a cakewalk. This image forgery poses a great problem for judicial authorities in any context of trade and commerce. Block matching based image cloning detection system is widely researched over the last 2-3 decades but this was discouraged by higher computational complexity and more time requirement at the algorithm level. Thus, for reducing time need, various dimension reduction techniques have been employed. Since a single technique cannot cope up with all the transformations like addition of noise, blurring, intensity variation, etc. we employ multiple techniques to a single image. In this paper, we have used Fuzzy logic approach for decision making and getting a global response of all the techniques, since their individual outputs depend on various parameters. Experimental results have given enthusiastic elicitations as regards various transformations to the digital image. Hence this paper proposes Fuzzy based cloning detection and classification system. Experimental results have shown that our detection system achieves classification accuracy of 94.12%. Detection accuracy (DAR) while in case of 81×81 sized copied portion the maximum accuracy achieved is 99.17% as regards subjection to transformations like Blurring, Intensity Variation and Gaussian Noise Addition.

Antecedents and Effects of R&D Concentration : An Analysis from the Perspective of the Structure-Conduct-Performance paradigm (연구개발(R&D)집중도의 결정요인 및 영향에 관한 연구 : S-C-P 패러다임 관점에서의 접근)

  • Cho, Young-Gon;Shin, Hyuk-Seung;Sul, Won-Sik
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.37 no.3
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    • pp.24-35
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    • 2014
  • This paper examines, from the perspective of the structure-conduct-performance (S-C-P) paradigm, the structural factors that determine R&D concentration in industries. The results are as follows. First, an industry's R&D concentration is directly related to its market concentration, R&D intensity, capital intensity, and technological opportunities. In contrast, the higher an industry's performance, the more likely the diffusion of R&D investment is for firms belonging to that industry. Second, an industry's R&D concentration has a positive effect on its market concentration but a negative effect on its performance, suggesting that governments should adopt R&D policies that would induce more firms to invest in R&D instead of focusing only on a few firms to enhance industry performance.

The Impacts of Competition and Technology Change on the HQ-subsidiary Cooperation (본사-자회사간 협력에 대한 경쟁과 기술요인의 영향에 관한 연구)

  • Lee, Keon-Bong
    • International Commerce and Information Review
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    • v.16 no.5
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    • pp.203-221
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    • 2014
  • This study examines the effect of external environments such as technological change and competitive intensity on HQ-subsidiary cooperation. It was empirically tested by a Korean sample to verify the validity of the research framework. The empirical result confirms that external environments increase the odds of HQ-subsidiary cooperation. The result also indicates that technology change and HQ-subsidiary cooperation are related. The data support that firms facing a high rate of technology change stress the relationship between headquarters and foreign subsidiaries. The result also confirms that competitive intensity directly influences HQ-subsidiary cooperation.

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Effects of External Environment and Organizational Resources and Capabilities on Strategy and Performance: An evidence from an analysis on ventures (벤처기업의 전략 및 성과에 대한 외부환경과 조직자원 및 능력의 영향)

  • Song, Woo-Yong;Hwang, Kyung-Yun
    • The Journal of the Korea Contents Association
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    • v.12 no.2
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    • pp.369-387
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    • 2012
  • Based on the survey data, this study focused venture firms examines how organizational resources and capabilities along with its external environmental conditions have an effect on its strategy and performance. In particular, this article attempts, by performing a binary logistic regression analysis, to identify the venture-specific importance and priority of the factors that may influence firms' strategy patterns, with multiple regression analysis on the relationships between some variables included in the model. The survey was conducted from October 1, 2010 through October 30, 2010. The results of this study are the following. First, the more firms are exposed to high industry growth and low competitive intensity, the higher chance they get to pursuit aggressive strategy. And then a firm seeks aggressive strategy, when it has more technological resources and human resources. Third, environmental uncertainty, industry growth, technological resources, human resources, financial resources and marketing capabilities have positive effects on firm's performance. But, competitive intensity has no direct influence firm's performance. Finally, CEO competence directly influences firm's performance, but the interaction. of CEO competence with other variables is not significant.

Market Structure and Standardization -An Empirical Study on Collective Standards in the Korean Industry- (시장구조와 표준화 - 우리나라 산업의 단체표준에 대한 실증적 연구-)

  • Sung, Tae-Kyung
    • Management & Information Systems Review
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    • v.33 no.4
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    • pp.63-75
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    • 2014
  • The paper investigates empirically the determinants of standardization activity at the industry level, focusing on market structure. The enactments or amendments of collective standards is used as the proxy variable for standardization activity. The independent variables, in addition to market structure, are technological opportunity, factor intensity, export ratio, and industry characteristics(assembly). We estimated the logistic regression model(so-called Logit), using the pooling data for 9 Korean industries, including foods, textiles, chemicals, nonmetallic minerals, metals, electronics and electrics, machinery, automobiles, and shipbuilding, over 2006-2009. The empirical finding shows that market structure has no any effects on the enactments or amendments of collective standards in Korea. This might infer that oligopolistic firms devote themselves to de facto standards determined by market rather than de jure standards such as collective standards and Korean Standards(KS). Besides market structure variable, whereas technological opportunity and assembly characteristics are likely to relate positively with the enactments or amendments of collective standards, capital intensity and export ratio have no any relationship with industrial standardization, respectively.

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The Impact of Innovation on Operational Performance in Chinese High-Tech Enterprises

  • Liping Yuan;Minghao Huang
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.2
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    • pp.179-195
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    • 2024
  • The technological innovation of high-tech enterprises plays a positive driving role in operational performance. Investigating the factors influencing the operational performance of high-tech enterprises and the effects of technological innovation on operational performance is a targeted approach to promoting the growth of economic benefits and enhancing the foundation of enterprise efficiency. Additionally, it holds positive significance for the increase in market share of high-tech enterprises. This paper, considering the characteristics of high-tech enterprises, selects three influencing factors: research and development (R&D) investment intensity, the number of authorized patents, and the increment of intangible assets. Theoretical analysis is conducted on the impact mechanism and effects of these factors on operational performance. Based on this, empirical analysis is performed using relevant data of Chinese high-tech enterprises from 2011 to 2019. The study indicates that R&D investment intensity has a significant positive promoting effect on operational performance, the number of authorized patents also positively influences operational performance significantly, while the asset-liability ratio of high-tech enterprises has a notable inhibitory effect on operational performance. Finally, relevant recommendations are proposed.

Proteomics Analysis of Immunoprecipitated Proteins Associated with the Oncogenic Kinase Cot

  • Wu, Binhui;Wilmouth, Rupert C.
    • Molecules and Cells
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    • v.25 no.1
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    • pp.43-49
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    • 2008
  • Cancer Osaka thyroid, also known as Tpl-2 (Cot) is a member of the MAP3K kinase family and plays a key role in the regulation of the immune response to pro-inflammatory stimuli such as lipopolysaccharide (LPS) and tumour necrosis $factor-{\alpha}$ ($TNF-{\alpha}$). A series of Cot constructs with an N-terminal 6xHis tag were transiently expressed in HEK293 cells: $Cot_{130-399}$ (kinase domain), $Cot_{1-388}$ (N-terminal and kinase do-mains), $Cot_{1-413}$, $Cot_{1-438}$ (containing a putative PEST sequence), $Cot_{1-457}$ (containing both PEST and degron sequences) and $Cot_{1-467}$ (full-length protein). These Cot proteins were pulled down using an anti-6xHis antibody and separated by 2D electrophoresis. The gels were silver-stained and 21 proteins were detected that did not appear, or had substantially reduced intensity, in the control sample. Three of these were identified by MS and MS/MS analysis as Hsp90, Hsp70 and Grp78. Hsp90 appeared to bind to the kinase domain of Cot and this interaction was further investigated using co-immuno-precipitation with both overexpressed Cot in HEK293 cells and endogenous Cot in Hela cells.

The Effect of Inter-firm Cooperation and Knowledge Sharing on Firm Competitiveness of SMEs: Moderating Effects of Environmental Factors (중소기업의 협력활동과 지식공유가 기업경쟁력에 미치는 영향: 기업환경요인의 조절효과)

  • Choi, Suk Bong;Park, Jongchan
    • Knowledge Management Research
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    • v.13 no.5
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    • pp.65-89
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    • 2012
  • Recognizing the significance of inter-firm cooperation for firm's sustainable competitive advantage in today's business environment, this study investigates the effects of inter-firm cooperation and knowledge sharing on firm competitiveness based on 327 Korean small and medium sized enterprises. We also examines a mediating effects of knowledge sharing on the relationship between inter-firm cooperation and firm competitiveness and moderating effects of environmental factors on this relationship. The environmental factors are conceptualized by intensity of market competition and technological change. The main findings of the study are as follows: First, the paper found that inter-firm cooperation was positively associated with firm competitiveness while there was also a positive relationship between knowledge sharing and firm competitiveness. Second, it also shows that knowledge sharing partially mediated the relationship of inter-firm cooperation and firm competitiveness. Third, we also found that technological change had negative moderating effects on the relationship between inter-firm cooperation and firm competitiveness. This study suggests that understanding of inter-firm cooperation with consideration of environmental characteristics are required for better firm competitiveness.

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An Empirical Study on Factors Influencing the Assimilation and Expected Benefits of Cloud Computing and the Moderating Effect of Organizational Readiness (기업의 클라우드 컴퓨팅 내재화 및 기대이익에 영향을 미치는 기술주도/수요견인 요인과 조직 준비성의 조절효과에 대한 실증연구)

  • Kim, Sanghyun;Kim, Geuna
    • Korean Management Science Review
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    • v.30 no.2
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    • pp.63-77
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    • 2013
  • Recently, many companies are interested in adopting cloud computing as their IT strategy. However, no distinct results have appeared in the substantial implementation of this technology. The main reason for such result is from the absence of research models leading to high impact studies on cloud computing. Thus, this study attempts to find a possible answer for the following research question : what factors influence an organizational assimilation of cloud computing? This study investigates Technology-Push (TP)/Need-Pull (NP) theory as a main factor affecting cloud computing assimilation. Also, the study examines the moderating role of organizational readiness. TP includes of perceived benefits, vendor pressure, cost savings, and IT activity intensity while NP includes competitor orientation, information technology policy, technological turbulence, and performance gaps. In addition, organizational readiness suggests two variables, financial resources and technological knowledge. Result from 217 adopting organizations showed that all of these factors with exception of competitor orientation and vendor pressure, have statistically significant impact on assimilation of cloud computing. The implications of the findings propose a theoretical framework for the foundation of studies on cloud computing assimilation, which can server as important practical guidelines for technology development.

Knowledge Creation Perspective on Technological Capability Accumulation of a High-tech SMEs : Comparative Case Study and Strategic Implications (중소기업(中小企業)의 선진(先導) 기술능력(技術能力) 축적과정(蓄積過程)에 관(關)한 연구(硏究) - LCD 제조(製造) 장비업체(裝備業體)를 중심(中心)으로-)

  • Lee, Pan-Gook;Chung, Dae-Yong
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.4 no.3
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    • pp.1-22
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    • 2009
  • A firm's competitive capabilities become greater when the firm has a specific knowledge. There are many studies have been examined how to accumulate the firm specific knowledge and to get the competitive capability on the various perspectives. This study suggest that the conceptual framework on the absorptive capability through reviews on the knowledge management theory. And it also suggests that the proposition about the technological capability building process through the in depth case study on a small and medium sized company in a LCD industry. This study found the following major characteristics about the absorptive capability building and knowledge creating process. First, it is required to building an absorptive capability rapidly that the harmony of local capabilities, integrative capabilities, and intensity of effort. And the most important factor is the intensity of effort in a small and medium sized firm with a weak knowledge base. Second, it is required to develop an innovative new product that the utilization of expeditious learning mechanism based on the exploration and exploitation process. Finally, complementary assets are needed to proactive exploration and exploitation. Based on the findings, the theoretical and managerial implications are derives and the further research directions are proposed.

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