• 제목/요약/키워드: national systems of innovation

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Analyzing Technological Trends of Smart Factory using Topic Modeling

  • Hussain, Adnan;Kim, Chulhyun;Battsengel, Ganchimeg;Jeon, Jeonghwan
    • Asian Journal of Innovation and Policy
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    • 제10권3호
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    • pp.380-403
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    • 2021
  • Recently, smart factories have gained significant importance since the development of the fourth industrial revolution and the rise of global industrial competition. Therefore, the industries' survival to meet the global market trends requires accurate technological planning. Although, different works are available to investigate forecasting technologies and their influence on the smart factory. However, little significant work is available yet on the analysis of technological trends concerning the smart factory, which is the core focus herein. This work was performed to analyze the technological trends of the smart factory, followed by a detailed investigation of recent research hotspots/frontiers in the field. A well-known topic modeling technique, namely Latent Dirichlet Allocation (LDA), was employed for this study described above. The technological trends were further strengthened with the in-depth analysis of a smart factory-based case study. The findings produced the technological trends which possess significant potential in determining the technological strategies. Moreover, the results of this work may be helpful for researchers and enterprises in forecasting and planning future technological evolution.

Catching-Up and National Environment: The Case of the Korean Aircraft Industry

  • Hwang, Chin-Young
    • 한국기술혁신학회:학술대회논문집
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    • 한국기술혁신학회 2000년도 추계 학술대회(The 2000 Autumn Conference of korea Technology Inovation Society)(한국기술혁신학회)
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    • pp.227-245
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    • 2000
  • Korean firms have attempted to catch up in the aircraft industry during last quarter century. Korean firms have built up their capabilities by moving from parts manufacturing through subassembly to system integration. The number of projects carried out and the intensity of technological effort undertaken by firms strongly influences market position and firm performance. However, successful catching up is not simply dependent on capability building within the firm. The national environment (Porter, 1990) in which firms are located plays a pivotal role. The Korean government has been effective in creating a favorable environ-ment in many areas, but has not been able to replicate this success in the aircraft industry. Opportunities for learning in the aircraft industry have been hampered by the small size of the Korean civilian aircraft market and the sophisticated requirements of military systems. A policy of domestic rivalry in airframe manufacture has created too many firms for such a small market. The ability of Korean firms to catch up in the aircraft industry depends on both the internal capabilities of firms as well as appropriate government policies and the involve- ment of government research institutions and universities over an extended period of time. There have been many studies about the catching up of developing countries in mass production (such as automobile, consumer electronics, and recently DRAM), but few in complex systems, such as aircraft.

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The Role of Flagship Universities in Developing Countries: The Case of the University of the Philippines

  • Zamora, Elvira A.
    • Asian Journal of Innovation and Policy
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    • 제5권1호
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    • pp.19-34
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    • 2016
  • In the face of globalization and other recent developments, flagship universities in developing countries must deal with significant challenges to come up with new strategies to serve their respective countries better. They have to confront the issue of international university ranking and its implication on social relevance. They have to remain at the forefront of research as research universities and must lead in promoting internationalization of higher education. More importantly, flagship universities must engage actively in industry-academe-government collaboration as a necessary approach towards strengthening their nations’ innovation systems. This paper is at best conceptual and takes a cursory look at the role of flagship universities in developing countries, citing the case of the University of the Philippines and its strategy towards fulfilling its role as the country’s only national university.

한국산업의 클러스터 분류 및 클러스터간 연구개발 포트폴리오 분석 (Classification of Clusters and Analysis of R&D Portfolio in Korean Industry)

  • 박종용;신준석;박광만;김석현;박용태
    • 기술경영경제학회:학술대회논문집
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    • 기술경영경제학회 2002년도 제21회 하계학술발표회 논문집
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    • pp.238-256
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    • 2002
  • Competitiveness of a nation can be explained by the concept of national innovation systems(NIS). As components of NIS, industry clusters become the issue in analysing innovative activity of an economy. Innovative clusters can be identified by the innovation survey or other economic activity data. Input-output Table was used widely as a tool for quantitative analysis, This paper classifies seven clusters in Korean industry based on inter-industries trade of intermediary goods and services, Maximizing procedure method is used in analysing input-output table. Identified clusters are Textiles/chemicals, Construction/Material, Instrument/Equipment, Automobile, Services, Energy, and Agriculture/Food cluster, Among these clusters, some different characteristics in R&D portfolios are detected. R&D investment characteristics of each cluster give us significant implications in understanding innovative dynamics of Korean industry.

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Theoretical And Technological Aspects Of Intelligent Systems: Problems Of Artificial Intelligence

  • Frolov, Denys;Radziewicz, Wojciech;Saienko, Volodymyr;Kuchuk, Nina;Mozhaiev, Mykhailo;Gnusov, Yurii;Onishchenko, Yurii
    • International Journal of Computer Science & Network Security
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    • 제21권5호
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    • pp.35-38
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    • 2021
  • The article discusses approaches to the definition and understanding of artificial intelligence, research directions in the field of artificial intelligence; artificial intelligence in the anthropological dimension; the importance of the systems approach as a methodological basis for the design of intelligent systems; structural and functional components of intelligent systems; intelligent systems in the technological aspect; problems and prospects of relations in the system "man - intellectual system".

인터넷을 이용한 사용자 혁신: 자동차 네비게이션 (User-Centered Innovation on Internet: Case of Automobile Navigation)

  • 박철우;양희동
    • 경영정보학연구
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    • 제11권1호
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    • pp.145-160
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    • 2009
  • 본 연구에서는 von Hippel(2005)의 사용자 혁신 이론을 바탕으로 LBS 분야의 대표적 응용 서비스인 자동차 네비게이션 산업에서 특히 지도 중심의 콘텐츠 확보와 개발을 위한 사용자 혁신 활용 사례를 발굴하고자 한다. 사용자 혁신에 관한 von Hippel의 7가지 특성을 기준으로 M&Soft의 자동차 네비게이션 제품 개발 및 유지 보수 과정을 분석해본다. 이를 통해, 사용자 혁신의 성공적인 활용을 위한 판매자의 3가지 전략적 대응 중, M&Soft는 사용하기 쉬운 정보 기술 플랫폼을 제공하여 회원들이 쉽게 각종 지도 및 이동상의 정보나 아이디어들을 제공하도록 유도하는 정도에 국한되어 있음을 확인하기도 하였다. 본 연구의 의의는 실물 제품을 바탕으로 전개된 von Hippel의 이론을 인터넷 기반의 콘텐츠 서비스가 점점 중요해지는 추세에 맞춰 디지털 서비스 및 제품에 적용시켜 보았다는 점이다.

Multi-locations and stability evaluation on growth character of the permata hybrid carp

  • Didik Ariyanto;Suharyanto Suharyanto;Flandrianto S. Palimirmo;Yogi Himawan;Listio Darmawantho;Fajar Anggraeni
    • Fisheries and Aquatic Sciences
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    • 제27권5호
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    • pp.265-275
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    • 2024
  • The success of establishing the Indonesian growing fast hybrid carp, namely "Permata", on a controlled environmental test must be followed up with a large-scale test. This study aims to evaluate the phenotypic performance of the Permata hybrid carp in multi-locations with different cultivation systems. The test sites consisted of floating net cages, running-water ponds, semi-concrete ponds, earthen ponds, fully concrete ponds, and static net cages. For 90 days, fish were fed commercial pellets with a 28%-30% protein content. At the end of the test, all fish were harvested and counted. Data on length, weight, survival rate, and harvested biomass were used to analyze the effect of genotype, environment, and their interaction on the phenotypic performance. The growth based on final weight is used to analyze the stability performance in each test location. The results showed that the length and weight of common carp were significantly affected by genotype and the environment, but not by the interaction of both. The genotype, environment, and the interaction of both factors affected common carp's survival and harvested biomass. Common carp reared in floating net cages generally had the best performance, while carp reared in fully concrete tanks and static net cages had the lowest. The growth stability analysis showed that the common carp in this study were unstable genotypes but have a broad adaptability in term of different environments.

내부마케팅 요인이 조직의 기술혁신과 지각된 서비스 품질에 미치는 영향 (Impact of Internal Marketing Factors on Technological Innovation and Perceived Service Quality in Telecommunications)

  • 정갑진;황희중;송인암
    • 유통과학연구
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    • 제13권6호
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    • pp.87-96
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    • 2015
  • Purpose - Several domestic telecommunication companies have made a considerable effort to continuously grow and survive, and they have strived to thrive in the midst of mature market competition. To overcome this challenging situation and to grow continuously, while still meeting customer needs that are becoming more diverse and complicated with the passage of time, extensive support for internal marketing is essential. Without such internal support, companies face serious limitations and market roadblocks. The communication industry is a high-level service industry and a basic communications industry characteristic is its significant dependence on the employees delivering the services. Therefore, entrepreneurs in the information/communications industry, as well as existing competitors, should look to satisfy external customers through critical investment in internal customers (employees). Therefore, it is important for research to examine how internal factors influence technology innovation and service quality, which are the key drivers for companies that are seeking leading market positions. Research design, data, and methodology - The purpose of this study is to analyze the relationship of technology innovation and perceived service quality with the internal marketing factors in the communication industry and to offer suitable and effective internal marketing suggestions. The independent variables of this study are internal communication, education and training, the support of the executives, reward systems, and empowerment. The dependent variables are technology innovation and perceived service quality. Utilizing these, this paper studies the influence of internal marketing factors on technology innovation and perceived service quality. Results - The study results revealed the following. First, the identified internal marketing factors have a positive effect on technology innovation. Among the five internal marketing factors, three had a significant effect on product innovation, empowerment, the support of executives, and education and training, in this order. Second, the internal marketing factors also had a positive effect on the process innovation of technology innovation. The marketing factors, the support of executives, empowerment, internal communication, and education and training, in this order, significantly affect process innovation. Third, technology innovation had a positive effect on perceived service quality. All of the five service quality factors, namely, tangibles, reliability, assurance, responsibility, and empathy, in this order, significantly affect product innovation. Additionally, tangibles, reliability, responsibility, empathy, and assurance, in this order, significantly affect process innovation. Fourth, product and process innovation significantly affect tangibles and reliability in technology innovation. To enhance tangibles and reliability, process innovation should first be enhanced. Fifth, product and process innovation significantly affect responsibility and empathy in technology innovation. To enhance the responsibility and empathy, process innovation should first be enhanced. Sixth, product and process innovation significantly affect assurance in technology innovation. To enhance the assurance, product innovation should first be enhanced. Conclusions - According to the results, a company's internal marketing factors have a positive and significant effect on technology innovation and, further, product and process innovation have a positive and significant effect on the perceived serviced quality.

Evaluating the Current State of ChatGPT and Its Disruptive Potential: An Empirical Study of Korean Users

  • Jiwoong Choi;Jinsoo Park;Jihae Suh
    • Asia pacific journal of information systems
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    • 제33권4호
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    • pp.1058-1092
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    • 2023
  • This study investigates the perception and adoption of ChatGPT (a large language model (LLM)-based chatbot created by OpenAI) among Korean users and assesses its potential as the next disruptive innovation. Drawing on previous literature, the study proposes perceived intelligence and perceived anthropomorphism as key differentiating factors of ChatGPT from earlier AI-based chatbots. Four individual motives (i.e., perceived usefulness, ease of use, enjoyment, and trust) and two societal motives (social influence and AI anxiety) were identified as antecedents of ChatGPT acceptance. A survey was conducted within two Korean online communities related to artificial intelligence, the findings of which confirm that ChatGPT is being used for both utilitarian and hedonic purposes, and that perceived usefulness and enjoyment positively impact the behavioral intention to adopt the chatbot. However, unlike prior expectations, perceived ease-of-use was not shown to exert significant influence on behavioral intention. Moreover, trust was not found to be a significant influencer to behavioral intention, and while social influence played a substantial role in adoption intention and perceived usefulness, AI anxiety did not show a significant effect. The study confirmed that perceived intelligence and perceived anthropomorphism are constructs that influence the individual factors that influence behavioral intention to adopt and highlights the need for future research to deconstruct and explore the factors that make ChatGPT "enjoyable" and "easy to use" and to better understand its potential as a disruptive technology. Service developers and LLM providers are advised to design user-centric applications, focus on user-friendliness, acknowledge that building trust takes time, and recognize the role of social influence in adoption.

A study on the emissions of SOx and NH3 for a 78 kW class agricultural tractor according to agricultural operations

  • Baek, Seung Min;Kim, Wan Soo;Lee, Jun Ho;Kim, Yean Jung;Suh, Dae Seok;Chung, Sun Ok;Choi, Chang Hyun;Gam, Byoung Woo;Kim, Yong Joo
    • 농업과학연구
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    • 제47권4호
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    • pp.1135-1145
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    • 2020
  • The purpose of this study was to compare and analyze the emissions of SOx and NH3 for a 78 kW class agricultural tractor during agricultural operations. A real-time monitoring system was constructed for measuring the load data. The field test was conducted during plow and rotary tillage. The working conditions were selected with the transmission gears in M3 Low and M2 High for the plow tillage and L3 High and L3 Low for the rotary tillage. The engine torque and fuel consumption were measured using controller area network (CAN) communication, and the emissions of SOx and NH3 were calculated based on the fuel consumption. As a result of the field tests, the engine torque was higher for the plow tillage than for the rotary tillage. As the gear stage was increased, the engine torque became higher. The emissions of SOx and NH3 were higher for the plow tillage than for the rotary tillage because the fuel consumption increased. Moreover, the emissions of SOx and NH3 tended to be more distributed for the rotary tillage than for the plow tillage. To develop an emission factor for agricultural machinery, it is important to measure reliable emission data during agricultural operations. In a future study, we will collect various emission data using a portable emission measurement system during agricultural operations.