• Title/Summary/Keyword: AI 융합

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Performance and Satisfaction of Online and Non-face-to-face Mixed Classes (온라인 수업과 비대면 혼합수업의 성과와 만족도)

  • Sun Young Park
    • Advanced Industrial SCIence
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    • v.2 no.1
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    • pp.39-44
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    • 2023
  • The purpose of this study is to compare the performance and satisfaction of online classes and non-face-to-face mixed classes at universities during the COVID-19 pandemic. This study was conductedtargeted fourth-grade students taking adult nursing lectures at the Department of Nursing at one university. Class performance and class satisfaction were compared between students who participated in the non-face-to-face class and participated in the non-face-to-face mixed class. class performance, students' average scores out of 100 on the final exams were compared. Class satisfaction compared the average score of questionnaire on class satisfaction Class performance was high in online classes, Class satisfaction was higher in mixed classes than in non-face-to-face classes. In the future, it will be necessary to develop and operate various educational methods for university education in the post-COVID-19 era.

A Study on Essential Concepts, Tools, Techniques and Methods of Stock Market Trading: A Guide to Traders and Investors (주식 거래의 필수 개념, 도구, 기법 및 방법에 관한 연구: 거래자와 투자자를 위한 안내서)

  • Sukhendu Mohan Patnaik;Debahuti Mishra
    • Advanced Industrial SCIence
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    • v.2 no.1
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    • pp.21-38
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    • 2023
  • An attempt has been made in this article to discuss the fundamentals of technical analysis of the stock market. A retail investor or trader may not have the wherewithal to source that kind of information. Technical analysis requires a candlestick chart only. Most of the brokers in India provide charting solutions as well. Studying the price action of a security or commodity or Forex generally indicates a price pattern. Prices react at certain levels and widely known as support and resistance levels. Since whatever is happening with the price of the security is considered to be a part of a pattern or cycle which has already played out sometime in the past, these studies help a keen technical analyst to identify with certain probability, the future movement of the price. Study of the candlestick patterns, price action, volumes and indicators offer the opportunities to identify a high probability trade with probable target and a stop loss. A trader or investor can take high probability trade or position and control only her losses.

Anti-oxidative and Anti-inflammatory Effects of Black Garlic Pomace Extract (흑마늘박 추출물의 항산화활성 및 항염효과)

  • Geon-Woo Kim;Yeong-Bin Yoon
    • Advanced Industrial SCIence
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    • v.2 no.1
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    • pp.8-14
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    • 2023
  • This study was performed as a preliminary experiment to develop functional feed additives using by-products generated during the production of black garlic. Therefore antioxidant and immune enhancing activity of black garlic pomace were measured. As a result of measuring the antioxidant activity of black garlic pomace, it was found antioxidant activity. Nitric oxide (NO) assay was performed to test the immune enhancing activity of vegetable samples including black garlic pomace among the samples used in the experiment. As a result of the NO assay experiment, highest concentrations of black garlic pomace, aster glehni, and MIX form produced NO, which Garlic pomace (69.4%), aster glehni (35.9%), and MIX (45.3%), respectively, compared to LPS (100%). In conclusion, it is considered that black garlic pomace contains an anti-inflammatory effect, and if the optimal mixing ratio of black garlic pomace and aster glehni is selected, it will be of sufficient value as a feed additive containing an anti-inflammatory effect.

Trend in utilization of Global Navigation Satellite System for diseases and E-health (질병 및 E-health에 대한 위성항법시스템 활용 동향)

  • Tae-Yun Kim;Jung-Min Joo;Jeong-Hyun Hwang;Suk-Seung Hwang
    • The Journal of the Korea institute of electronic communication sciences
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    • v.18 no.3
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    • pp.545-554
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    • 2023
  • In modern industry, the Global Navigation Satellite System(GNSS) is utilized in various fields, where PNT information (P: Positioning, N: Navigation, T: Timing) is always provided and the accurate location estimation based on PNT information is required. In particular, in order to prevent the infection and the spread of the COVID-19 pandemic situation that began in 2019, the precise GNSS technology and various supporting techniques have been used, and, with active quarantine and efforts for the infection spread restrain around the world, we are facing the transition to an endemic situation. In fields of disease and E-health, the location information of users is absolutely necessary to track and monitor infectionous diseases and provide remote medical services, and GNSS plays a leading role in providing the accurate location information. This paper presents investigation results on the up-to-date research trends in which GNSS technologies are employed in the field of disease and E-health, and analyzes the results.

Efficient video matching method for illegal video detection (불법 동영상 검출을 위한 효율적인 동영상 정합 방법)

  • Choi, Minseok
    • Journal of Digital Convergence
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    • v.20 no.1
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    • pp.179-184
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    • 2022
  • With the development of information and communication technology, the production and distribution of digital contents is rapidly increasing, and the distribution of illegally copied contents also increases, causing various problems. In order to prevent illegal distribution of contents, a DRM (Digital Rights Management)-based approach can be used, but in a situation where the contents are already copied and distributed, a method of searching and detecting the duplicated contents is required. In this paper, a duplication detection method based on the contents of video content is proposed. The proposed method divides the video into scene units using the visual rhythm extracted from the video, and hierarchically applies the playback time and color feature values of each divided scene to quickly and efficiently detect duplicate videos in a large database. Through experiments, it was shown that the proposed method can reliably detect various replication modifications.

A Study on Blockchain Adoption in Retail Supply Chain Management (소매 공급망 관리에서 블록체인 활용에 관한 연구)

  • Shipra Pathak;Charu Saxena;Kyung-Sil Kim
    • Advanced Industrial SCIence
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    • v.2 no.2
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    • pp.1-8
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    • 2023
  • The goal of the study is to describe blockchain technology as it relates to enhancing supply chains in the retail sector in order to achieve sustainability. This study offers a critical analysis of the possible applications of blockchain technology and smart contracts to supply chain management. This paper explains how Blockchain technology may be used by customers and merchants in a variety of retail business operations to great advantage. By adopting a modified version of the UTUAT model, this study validates the possibility of using blockchain for supply chain management in the retail industry. The study found a significant and positive correlation between behavioral intention and acceptance toward employing block networks in supply chain management in the retail business. The behavior intention (BI) to adopt blockchain technology is significantly influenced by performance expectations, effect expectations, subjective standards, and enabling variables. The performance and effort expectations have a considerable impact on the BI to adopt blockchain in supply chain management.

Immediate Effects of Abdominal Hollowing Exercise and Abdominal Bracing Exercise on Dynamic Balance (복부 할로잉 운동과 복부 브레이싱 운동이 동적 균형에 미치는 즉각적 효과)

  • Jeong-In Lee;Ji-Hye Choi;Ye-Won Lee;Ji-Eun Kim;Ga-Young Lim;Jong-Yun Park;Byeong-Wook Youn;Hyeong-Kyun Yu;Min-Jae Jin;In-hyouk Hyong
    • Advanced Industrial SCIence
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    • v.2 no.2
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    • pp.16-24
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    • 2023
  • Purpose: This study was conducted to find out the immediate effect on dynamic balance through Abdominal hollowing exercise and Abdominal bracing exercise. Method: 90 healthy male and female students in their 20s were surveyed and measured using Y-balance test and Functional reach test. Result: In the dynamic balance Test between groups, there was a statistically significant difference between the group that performed Abdominal hollowing exercise and the control group. Conclusion: Although both representative spinal stabilization exercises Abdominal hollowing exercise and Abdominal bracing exercise are meaningful in increasing dynamic equilibrium, it is difficult to suggest that any method is more effective in terms of immediate effects.

Technology Commercialization and Management Performance Analysis of Smart farm Venture companies (스마트팜 벤처기업의 기술사업화와 경영성과 분석)

  • Dae-Yu, Kim;Taiheoun Park;Won-Shik Na
    • Advanced Industrial SCIence
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    • v.2 no.2
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    • pp.25-30
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    • 2023
  • The purpose of this study is to empirically analyze the impact of corporate innovation activities on corporate innovation performance using data from companies participating in the smart farm project. A company's innovation activities were divided into planning capacity, R&D capacity, and commercialization capacity, and the impact of each innovation activity on the company's sales and patent creation was estimated. The moderating effect was also analyzed. Regression analysis was conducted as a research method, and as a result of the analysis, it was found that planning capacity, R&D capacity, and commercialization capacity related to innovation within a company have an impact on corporate performance creation. appeared to be In order to increase the business performance of technology commercialization, it was confirmed that planning and R&D capabilities as well as governmental technology policy support are needed.

Reproductive Health Education Needs of Adolescent Girls in Luwero district, Uganda (우간다 루웨로 지역 여성 청소년의 성생식보건 교육 수요)

  • Eun-mi Song;Young-Dae Kwon;Jin-Won Noh
    • Advanced Industrial SCIence
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    • v.2 no.2
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    • pp.31-41
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    • 2023
  • The study aims to identify unmet needs, barriers, and constraints in reproductive health education for adolescent girls in Luwero, Uganda. The study included a survey of 55 young women (aged 14-26) in the region and interviews with 40 stakeholders, including teachers and healthcare workers. Results showed that the majority of respondents (87%) rely on schools for reproductive health information, preferring health institutions (58%) for reproductive health services. Over half of respondents encountered obstacles accessing relevant information due to limited resources and cultural barriers and emphasized the significance of schools and health institutions as essential health information sources. Schools and health institutions need to collaborate to enhance reproductive health education for young women's accessibility.

Wind field prediction through generative adversarial network (GAN) under tropical cyclones (생성적 적대 신경망 (GAN)을 통한 태풍 바람장 예측)

  • Na, Byoungjoon;Son, Sangyoung
    • Proceedings of the Korea Water Resources Association Conference
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    • 2021.06a
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    • pp.370-370
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    • 2021
  • 태풍으로 인한 피해를 줄이기 위해 경로, 강도 및 폭풍해일의 사전 예측은 매우 중요하다. 이중, 태풍의 경로와는 달리 강도 및 폭풍해일의 예측에 있어서 바람장은 수치 모델의 초기 입력값으로 요구되기 때문에 정확한 바람장 정보는 필수적이다. 대기 바람장 예측 방법은 크게 해석적 모델링, 라디오존데 측정과 위성 사진을 통한 산출로 구분할 수 있다. Holland의 해석적 모델링은 비교적 적은 입력값이 필요하지만 정확도가 낮고, 라디오존데 측정은 정확도가 높지만 점 측정에 가깝기 때문에 이차원 바람장을 산출하기에 한계가 있다. 위성 사진을 통한 바람장 산출은 위성기술의 고도화로 관측 채널 수 및 시공간 해상도가 크게 증가하고 있기 때문에 다양한 기법들이 개발되고 있다. 본 연구에서는 생성적 적대 신경망 (Generative Adversarial Network, GAN)을 통해 일련의 연속된 과거 적외 채널 위성 사진 흐름의 패턴을 학습시켜 미래 위성 사진을 예측하고, 예측된 연속적인 위성 사진들의 교차상관 (cross-correlation)을 통해 바람장을 산출하였다. GAN을 적용함에 있어 2011년부터 2019년까지 한반도 근방에 접근했던 태풍 중에 4등급 이상인 68개의 태풍의 한 시간 간격으로 촬영된 총 15,683개의 위성 사진을 학습시켜 생성된 이미지들은 실측 위성 사진들과 매우 유사한 것으로 나타났다. 또한, 생성된 이미지들의 교차상관으로 얻어진 바람장 벡터들의 풍향, 풍속, 벡터 일관성 및 수치 모델과의 비교를 통해 각각의 벡터들의 품질 계수를 구하고 정확도가 높은 벡터들만 결과에 포함하였다. 마지막으로 국내 6개의 라디오존데 관측점에서의 실측 벡터와의 비교를 통해 본 연구 결과의 실효성을 검증하였다. 본 연구에서 확장하여, 이와 같이 AI 기법과 이미지 교차상관 기법을 사용하여 얻어진 바람장으로부터 태풍 강도예측에 필요한 요소인 태풍의 눈의 위치, 최고 속도와 태풍 반경을 직접적으로 산출할 수 있고. 이러한 위성 사진을 기반으로 한 바람장은 단순화된 해석적 바람장을 대체하여 폭풍 해일 모델링의 예측 성능 개선에 기여할 것으로 보여진다.

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