• 한국시뮬레이션학회:학술대회논문집
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• 한국시뮬레이션학회 2001년도 The Seoul International Simulation Conference
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• pp.99-102
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• 2001

We propose a PC cluster using general-purpose microprocessors and a high-speed network for simulating ANN (Artificial Neural Network) processes on Linux OS. We apply this cluster to intelligent information processing such as ANN simulation. The elapsed time for simulating ANNs can be reduced from 7,295 seconds by a PE (Processing Element) to 1,226 seconds by six PEs. The reliability of a pattern-classification using ANNs can be improved by the proposed ANN, Randomized-ANN. In order to generate a Randomized-ANN, we choose three ANNs and combine the output results from three huts by means of logical AND. Results are as follows: The mean correct answer rate is 94.4%, the mean wrong answer rate is only 0.1 %, and the mean unknown answer rate is 5.5 %. We make sure that Randomized-ANN approach reduces the mean wrong answer rate within a tenth part and improves the reliability of Japanese coin classification.

• International Journal of Advanced Culture Technology
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• 제12권1호
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• pp.134-143
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• 2024

We investigated and analyzed the technological landscape of the global pet food industry, focusing on related industries in Korea and abroad. This industry accounts for the largest share of the rapidly growing global pet market. We aimed to identify and develop technologies that can strengthen Korea's position in this market. Our study employed various quantitative methods, including time series analysis, country and applicant analysis, and International Patent Classification (IPC) technology analysis. These analyses allowed us to objectively assess the current technological status, patent application distribution, and technological trends in the pet food industry. Our findings revealed that the United States currently holds the leading position in terms of patent applications within the pet food industry. This suggests that to establish a differentiated competitive edge in this field, it's crucial to develop technologies with high usability and target specific segments within related industries. Additionally, focusing on interdisciplinary research that combines Korea's existing advanced technologies with other relevant fields is essential.

• ETRI Journal
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• 제35권6호
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• pp.1134-1143
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• 2013

The rising pace of technological change in information and communications technology (ICT) has provoked technological convergence by providing a new mode of diversification. This paper investigates the nature of ICT-based converging technologies by examining comparative empirical evidence on converging versus nonconverging technologies in relation to the following issues: patent application trends, concentration across technologies, the concentration of patenting activity across firms, R&D efforts, and a technology impact index. For this study, a new operational definition of ICT-based converging technology is derived, and a massive quantity of patents, up to around 600,000, is analyzed. This study follows the International Patent Classification as well as the modified European Commission's industry classification system for the classification of technologies and industries, respectively.

• 로봇학회논문지
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• 제2권2호
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• pp.191-195
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• 2007

Abstract MOCIE(Ministry of Commerce, Industry and Energy) handles 6 Projects for Intelligent Robot, whose budget is around 40 Million dollars per year. In this paper we have tried to analyze the state of robot technology of the projects. Each sub-projects has been divided according to the technological classification. Two major projects of Next Generation Growth Engine and 21C Frontier show different state each other. The former is focused on the product while the latter on the technology. Output of 21C Frontier should be linked to the Next Generation Growth Engine, otherwise, it will fail to advance. The project management handles only the quantitative performance such as business results, number of prototype, and number of patents and papers. Technological Capability is essential and it should be managed. This paper proposes efficient classification of robot technology and technology index.

• 정보관리연구
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• 제41권3호
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• pp.1-26
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• 2010

본 연구의 목적은 2005년 영국의 BSI(British Standards Institution)에서 인쇄 형태로 출판된 UDC(Universal Decimal Classification)의 표준판과 1973년 한국과학기술정보센터(KORSTIC, Korea Scientific & Technological Information Center)에서 출판된 UDC의 한국어판을 비교 분석하여 한국어판의 개정방향을 제시하는 데 있다. 앞으로 개정될 한국어판은 표준판의 규모로 한국어 간략판과 MRF(Master Reference File)를 바탕으로 표준판의 체제에 따라 본표와 색인으로 된 인쇄판이 되어야하며, 국제적 보편성을 강화하고, 보조표를 통한 조합의 방식을 더욱 확대할 필요가 있음을 제언 하였다.

• 한국콘텐츠학회논문지
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• 제18권10호
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• pp.443-452
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• 2018

최근 들어 지식재산권의 확보는 기업의 기술 경쟁력 확보를 위해 점점 더 중요하게 되었다. 특히 특허는 기업의 핵심 기술 및 요소 기술을 포함하고 있기 때문에 특허 분석을 통한 기업 가치 측정 및 경쟁 기술 분야 분석 등의 연구가 활발히 진행되고 있다. 국제특허분류(IPC)를 기반으로 다양한 특허 분석 연구가 진행되었으나, IPC는 최신의 기술 분야를 포함하고 있지 않으며 기술의 상세 분류가 충분하지 않아 기술 분류 정확도가 낮아진다. 이를 보완하기 위해 최신의 기술 분야를 포함하고 상세한 기술 분류를 위한 선진특허분류(CPC)가 개발되었으나 이러한 특징을 고려한 특허 분석 연구가 아직 미흡하다. 본 논문에서는 CPC의 상세 분류체계를 이용하여 특허에 포함된 기술 분류 분석 모델을 제안한다. CPC의 상세 분류체계간의 연관관계 중요도 및 효율성을 고려하여 출원인의 특허를 분석하여 핵심 기술 분류 추출을 통해 기존 IPC 기반의 방법보다 상세하고 정확한 분석이 가능하다. 기존의 IPC 기반의 특허 분석 방법과 비교 평가를 통해 제안 모델이 출원인의 핵심 기술 분류를 분석함에 있어 더 좋은 성능을 보임을 확인하였다.

• 기술혁신연구
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• 제25권3호
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• pp.1-24
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• 2017

최근 기술융합의 핵심현상으로 사물인터넷이 대두되면서 사물인터넷의 기술트렌드 및 기술융합에 관해 많은 연구들이 진행되고 있다. 그러나 기존 연구들의 대부분이 사물인터넷 기술 동향에 대한 정성적 연구에 그치고 있어 기술융합의 구체적 양상을 파악하기 어려운 실정이다. 따라서 본 연구에서는 특허 데이터를 기술의 대용데이터로 간주하고, 동시 분류분석과 텍스트마이닝을 바탕으로 사물인터넷 융합 네트워크를 구축하고 융합의 특성을 분석하였다. 본 연구에서는 먼저 문헌연구를 통해 사물인터넷의 융합을 일으키는 주요 기술군을 디바이스, 네트워크, 플랫폼, 서비스 네 가지로 정의한 후, "Internet of Things" 키워드를 중심으로 미국 특허청에서 수집된 923개 특허의 클래스를 네 가지 기술군에 할당하여 이들 간 관계를 파악하였다. 대부분의 클래스 및 키워드가 디바이스에 관련되어 있으므로, 본 연구에서는 융합 현상을 디바이스 융합과 전체 융합으로 나누어 기술융합 양상을 파악하였다. 디바이스 중심의 사물인터넷 기술을 분석한 결과 센서 디바이스를 비롯한 헬스케어 디바이스, 냉장 및 냉동 장치, 에너지관리 디바이스, 로봇, 임베디드 등이 주요 융합 그룹으로 도출되었다. 전체 기술을 대상으로 분석한 결과 사물인터넷 요소기술을 중심으로 스마트 헬스케어, 스마트 홈, 무인자동차 등 사물인터넷의 다양한 응용영역들이 기술융합을 이루고 있는 것으로 파악되었다. 본 연구 결과는 사물인터넷 기술융합 활성화를 위한 정책 및 전략 수립에 효과적으로 활용될 수 있을 것으로 기대된다.

• 기술혁신연구
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• 제5권2호
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• pp.48-79
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• 1997

This study aims to evaluate and identify the patterns of the technological competitiveness of the Korean industry. Such statistics as R&D expenditure and R&D manpower as input indexes, US patent registrations and export sales as output indexse were used. It was turned out that such industrial types as specialized-suppliers industries, scale-intensive industries and science-intensive industries showed relatively strong technical competitiveness. However, resource-intensive industries and labor-intensive industries which had maintained a competitive advantage in the 1970s and the 1980s appeared to be gradually losing their technological competitiveness. These results are by and large in accordance with the trends of export performance. This study conducted the canonical discriminant analysis in order to test the correctness of the patterns displayed in the technological competitiveness of the Korean industry. The result of the analysis showed that the five patterns of technical strength of the Korean industries are significantly independent each other for four respective variables which are used to distinguish industries. This implies that the ex ante industrial classification into five types was correct in terms of the ex post statistics, and that the patterns of technological competitiveness discovered in this study are also statistically correct.

• 산업경영시스템학회지
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• 제20권42호
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• pp.67-72
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• 1997

How to measure technological level has concerned research analysists for a long time. Many methods exist, and they all have their advantages and disadvantages according to how they are used. The purpose of this study is to develop qualitative indicator to measure industrial technological level, in particular manufacturing capacity. In this indicator, the two basis of technology classification and the concept of the technology competitiveness were introduced. First, the types of technology are classified as three classes : material technology, processing technology and product technology. Second, the characteristics of technology are divided into the three categories : core technology, peripheral technology and sprouting technology On this basis, the qualitative technological level was made in terms of the competitiveness of it's manufacturing capacity. This study should be a practical approach for application of measuring of technological level.

• 기술경영경제학회:학술대회논문집
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• 기술경영경제학회 1997년도 제12회 동계학술발표회 논문집
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• pp.197-228
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• 1997

This study aims to evaluate and identify the Patterns of the technological competitiveness of the Korean industry. Such statistics as R&D expenditure and R&D manpower as input indexes, US patent registrations and export sales as output indexes were used. it was turned out that such industrial types as specialized-suppliers industries, scale-intensive industries and science-intensive industries showed relatively strong technical competitiveness. However, resource-intensive industries and labor-intensive industries which had maintained a competitive advantage in the 1970s and the 1980s appeared to be gradually losing their technological competitiveness. These results are by and large in accordance with the trends of export performance. This study conducted the canonical discriminant analysis in order to test the correctness of the patterns displayed in the technological competitiveness of the Korean industry. The result of the analysis showed that the five patterns of technical strength of the Korean industries are significantly independent each other for four respective variables which are used to distinguish industries. This implies that the ex ante industrial classification into five typers was correct in terms of the ex post statistics, and that the patterns of technological competitiveness discovered in this study are also statistically correct.