• The Journal of Society for e-Business Studies
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• v.22 no.4
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• pp.159-173
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• 2017

In order to provide technical financial support to small and medium-sized venture companies based on technology, the government implemented the TCB evaluation, which is a kind of technology rating evaluation, from the Kibo and a qualified private TCB. In this paper, we briefly review the current state of TCB evaluation and available indicators related to technology evaluation accumulated in the Korea Credit Information Services (TDB), and then use indicators that have a significant effect on the technology rating score. Multiple regression techniques will be explored. And the relative importance and classification accuracy of the indicators were calculated by applying the key indicators as independent features applied to the generalized boosting model, which is a representative machine learning classifier, as the class influence and the fitness of each model. As a result of the analysis, it was analyzed that the relative importance between the two models was not significantly different. However, GBM model had more weight on the InnoBiz certification, R&D department, patent registration and venture confirmation indicators than regression model.

• Journal of the Economic Geographical Society of Korea
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• v.23 no.3
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• pp.334-348
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• 2020

Recently, the demand for corporate location in the city is increasing. Due to the difficulty of finding a large site in the city, the small-scale 'mini-industrial complex' would be appropriate as a future industrial complex type. In response to this, site suitability indicators was prepared and applied to the metropolitan area as a pilot. To this end, the under-utilized site were assumed as potential candidates for development. After analyzing the importance among indicators through a questionnaire from experts and companies, this was applied as a weight. As a result, candidate sites ranging from Grade 1 to Grade 4 were derived. The indicators that had a great influence on the location identified as a Grade 1 were transport accessibility and urban service conditions when the company weight was applied, whereas advanced knowledge industry and university/research center when applying expert weight. The Seoul-south axis and southwest axis of Gyonggi-Do were identified as the most excellent mini-industrial complex locations among the Seoul metropolitan areas. It means that the already formed knowledge industry clusters will be recognized as competitive future industrial locations.

• Journal of Internet of Things and Convergence
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• v.10 no.2
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• pp.93-102
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• 2024

The purpose of this study is examine the validity of digital competency indicators in order to develop a tool that can measure the digital competency of preschool teachers. To review the validity, exploratory factor analysis and confirmatory factor analysis were conducted on the data of 272 preschool teachers. The exploratory factor analysis resulted in four factors, and the confirmatory factor analysis verified the fit, validity(convergent validity, discriminant validity) and reliability of each competency group and the model composition of sub-competency indicators. The four factors validated were named 'Understanding Digital Technologies', 'Digital Technology Understanding', 'Digital Technology Application', 'Digital Technology-based Communication', 'Digital Ethics Understanding and Practice'. The analysis results demonstrated the reliability and validity of the tool for measuring the digital competencies of preschool teachers, and it is meaningful in that it can provide a foundation for measuring the digital competency of preschool teachers and conducting education program suitable for each digital competency level.

• Annual Conference on Human and Language Technology
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• 2022.10a
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• pp.153-159
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• 2022

본 논문에서는 인공지능이 생성하는 일상 대화의 품질 향상을 위해 상식 추론을 정의하고 설문을 통해 정량적, 정성적 분석을 진행하였다. 정량적 평가에서는 주어진 문장이 에게 학습시키기에 적합한가'라는 수용성 판단을 요청한 질문에서 40대 이상의 연령이 20, 30대와 유의미한 차이를 보였다. 정성적 평가에서는 '보편적 사실 여부'를 AI 발화 기준의 주요한 지표로 보았다. 이어서 '챗봇' 대화의 품질에 대한 설문을 실시했다. 이를 통해 일상 대화를 사용한 챗봇의 대화 품질을 높이기 위해서는 먼저, 질문의 요구에 적절한 정보와 공감을 제공해야 하고 두 번째로 공감의 정도가 챗봇의 특성에 맞는 응답이어야 하며 세 번째로 대화의 차례에 따라 담화의 규칙을 지키면서 대화가 진행되어야 한다는 결론을 얻을 수 있었다. 이 세 가지 요건이 통합적으로 적용된 담화 설계를 통해 완전히 인공지능스러운 대화가 가능할 것으로 여겨진다.

• Proceedings of the Korean Society for Emotion and Sensibility Conference
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• 2001.05a
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• pp.204-209
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• 2001

감성 연구의 생리, 심리, 동작 분석 등의 과정에서 발생하는 문서, 데이터, 화상, 그림, 그래픽 등의 자료 공유에 인터넷을 적용하는 것은 매우 유망하다, 본 연구에서는 현재의 인터넷 (또는 인트라넷) 환경을 고려하여 Ultra 2 DB 서버, Sun Solaris (UNIX) OS, UniSql DBMS, Apache Web 서버로 시스템을 구축하였다. 이 시스템을 이용하여 웹기반 감성데이터 베이스 시제품을 구축하여 각종 감성자료를 보급하는 체계를 1차 완료하였으며, 도메인(www.gamsung.or.kr)을 등록하여 서비스를 실시하고 있다. 이 시스템에는 1단계 감성공학기술개발 사업의 35개 연구보고서, 1단계 연구결과로서 생산한 262개 감성지표, 2단계(전반기) 연구사업의 78개 감성지표, 일본의 인간감각계측 및 응용기술개발 중심으로 생산하나 100개 감성지표, 음성데이터, 인체측정데이터, 얼굴표정데이터와 설문데이터 등의 감성데이터와 감성공학 연구자 인력, 국내제조업체 정보, 참고문헌, 감성 정보물 등을 DB화하여 인터넷을 통하여 조회, 검색할 수 있도록 하였다. 뿐만 아니라 현재 진행되고 있는 감성공학기술개발에 대한 각종 정보를 제공하고 있으며 감성공학의 기술 동향에 대해서도 소개하고 있다. 이는 한국인의 감성 연구에 적합한 감성공학 데이터 베이스 시스템 구축의 발판을 마련하였으며, 향후 소비자의 감성을 예측하고, 이를 시스템 설계에 반영할 수 있으므로 인간중심의 제품개발에 큰 기여를 할 것으로 기대된다.

• Proceedings of the Korean Society for Emotion and Sensibility Conference
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• 2002.05a
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• pp.79-85
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• 2002

감성 연구의 생리, 심리, 동작 분석 등의 과정에서 발생하는 문서, 데이터, 화상, 그림, 그래픽 등의 자료 공유에 인터넷을 적용하는 것은 매우 유망하다. 본 연구에서는 현재의 인터넷 (또는 인트라넷) 환경을 고려하여 Ultra 2 DB 서버, Sun Solaris (UNIX) OS, UniSql DBMS, Apache Web 서버로 시스템을 구축하였다. 이 시스템을 이용하여 웹기반 감성데이터 베이스 시제품을 구축하여 각종 감성자료를 보급하는 체계를 1차 완료하였으며, 도메인(www.gamsung.or.kr)을 등록하여 서비스를 실시하고 있다. 이 시스템에는 1단계 감성공학기술개발 사업의 35개 연구보고서, 1단계 연구결과로서 생산한 262개 감성지표, 2단계 연구사업의 130개 감성지표, 일본의 인간감각계측 및 응용기술개발 중심으로 생산한 125개 감성지표, 음성데이터, 음향데이터, 인체측정데이터, 얼굴표정데이터와 설문데이터 등의 감성데이터와 감성공학 연구자 인력, 국내제조업체 정보, 참고문헌, 감성 정보물 등을 DB화하여 인터넷을 통하여 조회, 검색할 수 있도록 하였다. 뿐만 아니라 현재 진행되고 있는 감성 공학기술개발에 대한 각종 정보를 제공하고 있으며 감성공학의 기술 동향에 대해서도 소개하고 있다. 이는 한국인의 감성 연구에 적합한 감성공학 데이터 베이스 시스템 구축의 발판을 마련하였으며, 향후 소비자의 감성을 예측하고, 이를 시스템 설계에 반영할 수 있으므로 인간중심의 제품개발에 큰 기여를 할 것으로 기대된다.

• Korean Journal of Cognitive Science
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• v.30 no.3
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• pp.105-132
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• 2019

This study quantitatively analyzed the speeches of the former 8 Presidents of the Republic of Korea. Unlike the previous studies, this study analyzed both the content word and the functional word related to the psychological phenomenon. In Study 1, six language style indicators such as clout, authenticity, presidentiality, cognitive complexity, femininity, and psychological health were developed. Also, as presidential speeches have been made recently, authenticity, presidentiality, psychological health tended to increase, but cognitive complexity tended to decrease. These tendencies were supported by linear trend analysis. The linguistic differences were distinct not only among individual presidents but also by groups based on the political orientation of the president. In the progressive presidential speech, more clout, cognitive complexity, femininity were observed. In contrast, more authenticity and presidentiality were observed in the conservative presidential speech. In Study 2, it was demonstrated whether the developed language style indicators show reliability in the most recent President's speeches. Finally, it was discussed that the relationship between language style indicators, fitness of the political tendency between the regime and the general public since 2000s, and the characteristics of femininity indicator.

• Journal of the Korean Society for Railway
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• v.16 no.5
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• pp.439-446
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• 2013

The market taxonomy approach may lead to the most effective strategy to promote the export of Korean Railway Systems. By prioritizing opportunities in the global marketplace and subsequently identifying market segments, this approach will reveal the most effective market strategies for Korean rail exporters. This study suggests the market potential index. In addition, it also introduces how market segmentation should be done for the global rail supply market. Applying the market taxonomy to derive strategic implications, this study portrays several export projects currently being undertaken by the Korean rail industry.

• Journal of the Korean Society of Food Science and Nutrition
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• v.42 no.2
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• pp.244-248
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• 2013

We studied the development of schizandrin as a marker compound in Jangsu Omija. Schizandrin was validated for its LOD (limit of detection), LOQ (limit of quantitation), precision, accuracy, and recovery by HPLC relative to Omija powder. It showed a high linearity in the calibration curve with a coefficient of correlation ($R^2$) of 0.9990. The LOD and LOQ were 0.2 ${\mu}g/mL$ and 0.5 ${\mu}g/mL$, respectively. The intra- and inter-day precision of schizandrin calibration standards was 0.06~0.66% and 0.13~1.19%, respectively, and the intra- and inter-day accuracy of schizandrin was 98.35~103.30% and 98.35~103.00%, respectively. Overall, schizandrin was validated through our analytical methods as a marker compound in Jangsu Omija.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.16 no.11
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• pp.2544-2549
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• 2012

The computer programming education is very important to study the related subjects in computer science, and also in the technology education for the students finding employment. In this paper, we develop the assessment metrics to evaluate and apply the textual and visual programming in the computer education. Also, we analyze the validity for the programming languages and tools for the education and getting job of students, and choose the appropriate programming language/tool for programming education. And, we develop the curriculum for programming education, finally apply and analyze in computer education of university. Especially, we compare and analyze the effectiveness for the text based programming language(JAVA) and visual programming language/environment(LabVIEW) in the area of embedded/mobile/Web programming fields which are necessary in the related industry to the recent trend of IT technology.