• Title/Summary/Keyword: Analysis of Patents

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The Study on the Analysis of Efficiency of Governmental R&D Programs Regarding to the S&T Outcomes (과학기술적 성과 관점에서 정부 R&D사업 효율성 분석에 관한 연구)

  • Park, Seok-Jong;Kim, Kyung-Hwa;Jeong, Sang-Ki
    • Journal of Korea Technology Innovation Society
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    • v.14 no.2
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    • pp.205-222
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    • 2011
  • The Korean government continuously increases the R&D investment in order to pursue an economic growth through technological innovation. Hence, the intensity of governmental R&D has increased rapidly. However, the whole amount of the R&D investment is still small compared to developed countries. And the type of R&D policies is more and more changing from the catch-up model to the technology-driven model. Therefore, there is a growing interest in the efficiency of public R&D investment. Hence, many studies on the efficiency of R&D investment have been researched. This study estimated the efficiency of governmental R&D programs considering the technological outcomes, e.g. theses, patents and so on, using DEA(Data Envelopment Analysis) with data of S&T investment and outcomes from NTIS(National S&D Information Service). In addition, we used the Mann-Whitney Test to investigate the characteristics of governmental R&D investment.

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A Study on Developing a Prediction Model of Patent Citation Counts (특허인용 예측모형 구축에 관한 연구)

  • Yoo, Jae-Bok;Chung, Young-Mee
    • Journal of the Korean Society for information Management
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    • v.27 no.4
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    • pp.239-258
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    • 2010
  • The purpose of this study is to develop a prediction model of patent citation counts based on major factors which affect patent citation. To this end, we performed multiple regression analysis between the patent citation counts and five explanatory variables such as the number of pages, the number of claims, the reference-average-citation rate, the strength of bibliographic coupling, and the document similarity proved as having 5% or more standardized variances($r^2$) with patent citation counts, with a test dataset of U.S. patents in five subject fields. As a result, our prediction models showed 58.3% to 89.6% predictability depending on subject fields and revealed the document similarity has the highest impact on citation counts among the five predictive variables in all the subject fields. The result of comparison between the predicted citation counts and the actual ones confirmed the usefulness of the citation prediction models built for each subject field.

Patents and Papers Trends of Solar-Photovoltaic(PV) Technology using LDA Algorithm (LDA알고리즘을 활용한 태양광 에너지 기술 특허 및 논문 동향 연구)

  • Lee, Jong-Ho;Lee, In-Soo;Jung, Kyeong-Soo;Chae, Byeong-Hoon;Lee, Joo-Yeoun
    • Journal of Digital Convergence
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    • v.15 no.9
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    • pp.231-239
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    • 2017
  • Solar energy is attracting attention as an alternative to fossil fuels. However, there was a lack of discussion on the overall research direction and future direction of research in technology development. In order to develop more effective technology, we analyzed and discussed the technology trend of solar energy using patent data and thesis data. As an analysis method, topics were selected by using topic modeling and text mining, the increase of included keywords was analyzed, and the direction of development of solar technology was analyzed. Research on solar power generation technology is expected to proceed steadily, and it is analyzed that intensive research will be done especially on high efficiency and high performance technology. Future studies could be conducted by adding overseas patent data and various paper data.

Development of Parameters on Depth of Anesthesia using Power Spectrum Density Analysis during General Anesthesia (전신 마취 중 전력스펙트럼 분석을 이용한 마취심도 파라미터 개발)

  • Baik, Seong-Wan;Ye, Soo-Young;Park, Jun-Mo;Jeon, Gye-Rok
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.22 no.6
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    • pp.537-545
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    • 2009
  • In this paper, new parameters were developed to estimate the depth of anesthesia during a general anesthesia using EEG. Power spectral density(PSD) analysis was used for these parameters because EEG became slow wave during anesthesia. The new parameters were DTR, ATR, TDR, ADR, BTR and BDR applied to PSD. These parameters were compared with SEF which is conventionally used at clinic and confirmed clinical value. As the results, DTR, ATR, TDR, ADR among parameters were not useful compared with SEF but BTR and BDR is valuable for clinic. 15 patents, at pre-operation BDR the value is $265.36{\pm}25.29$, at induction the value is $129.23{\pm}34.92$, at operation the value is $154.99{\pm}38.34$, at awaked the value is $283.83{\pm}39.80$ and at post-operation the value is $234.80{\pm}23.46$. Also at pre-operation BTR value is $183.38{\pm}13.59$, at induction the value is $104.09{\pm}25.11$, at operation the value is $115.38{\pm}23.42$, at awaked the value is $190.33{\pm}23.31$ and at post-operation the value is $172.38{\pm}19.08$. Trend of BDR and BTR is similar to change of SEF, so two parameters are useful. to estimate the depth of anesthesia.

An Empirical Analysis of Management and Innovative Performances by the Characteristics of the Industrial Park Tenancy (산업단지 입주특성에 따른 기업 경영 및 혁신성과 분석)

  • Song, Ji-Hyun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.10
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    • pp.6878-6887
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    • 2015
  • This study applies regression analysis and propensity score matching to analyze the agglomeration economies which the characteristics of tenancy affect the performance of the manufacturing industry based on industrial parks. The estimation main data are from Kis-Value, KIPRIS and FEMIS. The results show that the industrial park tenancy tends to work positively on the management performances. But there is no evidence that on-Park firms in the metropolitan areas(Gyeonggi-do) have higher management and innovative performances than the comparable firms. The firms that have lived for a long time in the industrial parks, are good in total sales, however, they have no significant efficiency in net profit, operating profit, and patents. The firms, having several branches of the industrial parks, have lower operating profit than others. Long-term and multiple tenant firms do not learn over time nor do they establish better linkages and networks.

The Analysis on the Relationship between R&D Productivity of Renewable Energy and Emission Trading Scheme; Using OECD Patent Data (신재생에너지의 R&D 생산성과 배출권거래제의 연관관계 분석: OECD 특허데이터를 중심으로)

  • Kim, Suyi
    • Environmental and Resource Economics Review
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    • v.22 no.1
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    • pp.53-76
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    • 2013
  • This paper analyzed on the relationship between R&D productivity of renewable energy and the Emissions Trading Scheme using OECD's country-specific patents and R & D input data. We empirically tested whether this R & D productivity has been substantially improved before and after the implementation of the emissions trading scheme and whether emission trading scheme has been promoted technology progress of renewable energy. Analytical methods used in this study, Negative Binomial Models which was proposed by Hausman et al. (1984). According to the results of this analysis, the R & D productivity of renewable energy was improved by emissions trading scheme, which was statistically significant at the 99% confidence interval [CI]. The R&D productivity of renewable energy was higher in Annex I countries. This research is significant in that R&D productivity was analyzed in associated with the emission trading scheme rather than it was analyzed by simply comparing R&D productivity.

An Application of Patent Citation Network Analysis for Technology Marketing: A Case of a Public Research Institute (특허 인용 네트워크 분석을 활용한 기술마케팅의 효과성 제고방안에 관한 연구: 다성분 나노구조 코팅재료 공정기술 사례)

  • Seok, Myung Seop;Jo, Byeonghwi;Ji, Ilyong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.5
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    • pp.3210-3219
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    • 2015
  • This study attempts to search for potential users of patents developed by public research institutes, emphasizing the importance of identifying potential users for successful technology marketing. On the basis of the theoretical argument that technological development show path-dependence, we analyzed patent citation network of a technology developed by a Korean public research institute to achieve the purpose of this research. The result shows that the potential users identified from our method are different from the institute's initial expectation. Therefore, we argue that the method using patent citation network is useful and effective for public research institutes' technology marketing. Lastly we suggest a new framework for technology marketing process in public research institutes.

A Study on the Optimization Method for Evacuation Procedure on Fire in Public Facilities - Focusing on Multiplex - (다중이용시설의 화재 시 피난절차 최적화 방안 연구 - 멀티플렉스를 중심으로 -)

  • Shin, Young-Min;Lim, You-Ri;Ahn, Yong-Han
    • Fire Science and Engineering
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    • v.33 no.1
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    • pp.113-120
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    • 2019
  • The disaster and safety R&D budget has continued to increase since 2008, but the fire safety R&D budget is a small part. Therefore, successful outcomes that could lead to the economic growth of the fire safety industry have not been achieved. This paper suggests a fire safety R&D budget expansion, reinforcement of R&D capacity, and performance growing plan by analyzing the factors that affect the performance of a fire safety R&D project. Empirical analysis was performed through one-way ANOVA and regression analysis using the statistical program, SPSS statistics 21.0. As a result, this study suggests that the continuous expansion of R&D funds and the securing of excellent trained research manpower will be necessary to obtain qualitatively superior patents and papers.

A Study on Factors Influencing Corporate Patent Activities on Management Performance (기업의 특허활동이 경영성과에 미치는 영향 요인)

  • Park, Eun-Mi;Seo, Joung-Hae
    • Journal of the Korea Convergence Society
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    • v.12 no.2
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    • pp.271-277
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    • 2021
  • Companies are actively engaged in various innovation activities and intellectual property rights activities such as patents in order to survive in a fiercely competitive global environment. The purpose of this study is to understand the factors that influence corporate patent-related activities on business results. For this reason, we conducted a questionnaire survey of patent practitioners and R & D personnel of Chinese companies, and analyzed the causal relationship using PLS analysis tools. As a result of the analysis, it was found that compensation and obstacle factors have a significant effect on information sharing (collaboration)... It was found that information sharing (collaboration) has a significant impact on technology complementation (improvement) and corporate image. It was also found that technical complementation (improvement) and corporate image have an impact on management results. The results of this study will be able to find and strategically utilize the factors that promote and encourage companies to develop their patent activities.

Technology and Policy Measures for Landfill Sites of Foot-and-Mouth Disease in Korea (구제역 매몰지에 대한 기술 및 정책적 대응 방안)

  • Ko, Chang-Ryong;Seol, Sung-Soo
    • Journal of Korea Technology Innovation Society
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    • v.16 no.4
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    • pp.978-1005
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    • 2013
  • In 2010-11 outbreak of foot-and-mouth disease, around 3.5 million livestock were slaughtered and buried at more than 4,500 landfill sites. These landfill sites have been managed according to the Domestic Animal Infectious Disease Control Law. However, the control will be removed from December 2013 since the control period is 3 years. That means the sites will be reused without any interference. In this situation, if the buried livestock has not fully resolved and opened to surface, many dangerous happening is expected. This study explores technology and policy measures to meet the expected problems after December 2013. We will suggest the structure of technology for management of landfill sites based on the needs of the sites, and we will analysis Korean patents under this classification. This is the first try in the world because Korean style of landfill is unique. Based on analysis, we will suggest policy recommendations.

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