• 로봇학회논문지
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• 제18권4호
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• pp.463-471
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• 2023

This paper proposes a method to estimate the level of interest shown by visitors towards a specific target, a guide robot, in spaces where a large number of visitors, such as exhibition halls and museums, can show interest in a specific subject. To accomplish this, we apply deep learning-based behavior recognition and object tracking techniques for multiple visitors, and based on this, we derive the behavior analysis and interest level of visitors. To implement this research, a personalized dataset tailored to the characteristics of exhibition hall and museum environments was created, and a deep learning model was constructed based on this. Four scenarios that visitors can exhibit were classified, and through this, prediction and experimental values were obtained, thus completing the validation for the interest estimation method proposed in this paper.

• 공학교육연구
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• 제20권6호
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• pp.12-21
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• 2017

The purpose of this study is to develop an educational program to enhance convergence competence of undergraduate engineering students and analyze its educational effects. Prior to the development of the convergence education program for engineering students, 13 experts in engineering education field surveyed the needs of the convergence education program and 829 students from four engineering colleges in the Seoul metropolitan area, Chungcheong area and Honam area were assessed for the level of convergence competency. The educational program was developed based on the needs analysis and the program consisted of four major themes: convergence lecture, convergence competence, convergence practice, and convergence vision. The validity of the program was confirmed through the two expert validation tests. A total of 40 students participated in the selection of 10 students from each of the four universities. As a result of pre-post comparison of students' convergence competencies, the average of all competencies increased, and it was found that there were statistically significant differences in convergence mindset, differentiation mind, commitment, communication, and social value competence. Implications for the improvement of education programs and convergence education were suggested.

• East Asian Economic Review
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• 제21권3호
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• pp.201-230
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• 2017

This paper studies the long-run behavior of relative price dispersion among cities in Korea with a special emphasis on heterogeneous transitional patterns of price level dynamics. Formal statistical tests indicate considerable evidence for rejecting the null of relative price level convergence among the majority of cities over the sample period of 1985-2015. The analysis of gravity model suggests that the effect of transportation costs on intercity price level differentials is limited, while other socioeconomic factors, such as income, input factor prices, demographic structure, and housing price growth, play key roles in accounting for persistent regional price level disparities. Individual price levels are found to be better explained by a multiple-component model, and the deviations from PPP may be attributed to distinct stochastic common trends that are characterized by income and demographic structure.

• 한국산업융합학회 논문집
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• 제19권4호
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• pp.193-197
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• 2016

There are many hoppers in the actual industrial plants such as grain hoppers in agricultural companies, surge hoppers in steel companies, and so on. In general, they are time-delay systems so that their level control is not easy. Thus, they have been manually controlled to avoid the overflow and empty out. In this paper, we proposed Fuzzy PID controller for level control of hopper systems. To show the effectiveness of the proposed scheme, some simulation results are given.

• 융합보안논문지
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• 제2권2호
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• pp.137-142
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• 2002

정보보호시스템 공통평가기준이 고시되고 CCRA 가입이 활발하게 추진되면서 평가보증등급(EAL)에 관한 관심이 증대되고 있다. 본 논문에서는 기존의 프로세스 평가 기준들이 취하고 있던 평가 등급과 공통평가기준의 평가보증등급을 비교함으로써 정보보호시스템 평가에 활용되고 있는 평가보증등급이 가지고 있는 특징들을 확인하였다.

• 한국환경과학회지
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• 제5권6호
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• pp.713-718
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• 1996

We identified two characteristic turbulent flow cases, weakening and strengthening, which appear at the downwind side. Observations were made two times, Dec. 2-3. 1995 and Feb. 13-14. 1996 at Pusan National University site located downwind side of Kumjeong mountain. Meteorological observation system, tethersonde, was adopted to present observation. In the case of the west wind which blows perpendicular to Sanghak mountain located westward from the site, the wind speed highly increased in exponential with height. Therefore, the low level wind speed was so weak just like Taylor(1988)'s review. While the wind speed was intensified at 200-400m layer when the northwest wind blows from the continental Siberian high. We suppose 기 is because of the strong vertical convergence of flow between the surface inversion layer and the upper one, and also the horizontal convergence along the saddle and valley between the two mountains, Kumjeong and Sanghak-because of Bernoulli's effect. The inversion layer existed at surface-l00m and 500-600m level and the strong wind existed at about 200-400m layer.

• 한국컴퓨터정보학회논문지
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• 제24권6호
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• pp.151-158
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• 2019

In this paper, we analyzed the relationship between employment stability, wage level, welfare system, working condition, job satisfaction and organizational commitment in order to find out ways to develop and competitiveness of the nano-convergence industries. Through this study, we conducted the possibility of deriving organizational commitment by job satisfaction which is given through employment stability, wage level, welfare system, and working condition for continuing their work life. In order to find relationships between each concepts, we used a multiple regression analysis with job satisfaction and commitment as dependent variable and employment stability, wage level, welfare system, and working condition as independent variables. Through this study, it was expected to increase the organizational commitment through the job satisfaction of the employees if a changing method of employees management is centered on some tasks suggested for the sound working condition and efficient utilization policies.

• 스마트미디어저널
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• 제12권9호
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• pp.45-59
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• 2023

Weakly supervised object localization (WSOL) is a task of localizing an object in an image using only image-level labels. Previous studies have followed the conventional class activation mapping (CAM) pipeline. However, we reveal the current CAM approach suffers from problems which cause original CAM could not capture the complete defects features. This work utilizes a convolutional neural network (CNN) pretrained on image-level labels to generate class activation maps in a multi-scale manner to highlight discriminative regions. Additionally, a vision transformer (ViT) pretrained was treated to produce multi-head attention maps as an auxiliary detector. By integrating the CNN-based CAMs and attention maps, our approach localizes defective regions without requiring bounding box or pixel-level supervision during training. We evaluate our approach on a dataset of apple images with only image-level labels of defect categories. Experiments demonstrate our proposed method aligns with several Object Detection models performance, hold a promise for improving localization.

• 한국전자거래학회지
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• 제18권2호
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• pp.205-222
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• 2013

최근 IT분야의 중요한 화두인 융합은 이전까지는 단순히 기술의 기능적인 융합에서 이루어져 왔다면, 최근에는 비즈니스 측면, 서비스 측면에서의 융합도 이루어지고 있다. 이러한 대표적인 유형으로서 방송통신융합은 방송산업의 디지털 전환으로 인하여 다매체, 다채널화 등과 같은 방송기술이 통신산업의 네트워크 광대역화와 융합이 가능해지면서 IPTV와 같은 융합서비스들을 출현시키게 되었다. IPTV는 방송과 통신의 융합이 본격화되면서 네트워크, 콘텐츠, 단말기의 융합이 종합적으로 결합된 새로운 서비스이다. 그럼에도 불구하고 IPTV가 인터넷TV와 무엇이 다르고 IPTV를 통해 소비자가 얻을 수 있는 편익이 무엇인지 등 새로운 융합서비스의 범위와 가치에 대해 논란이 제기되고 있다. 본 연구는 N-Screen 기반 IPTV서비스의 요구기능을 확인하기 위하여 해당 서비스에 대한 기대수준과 사용 후의 인지수준을 측정하기 위해 서비스에 대한 중요도와 만족도의 차이를 분석하고, IPA분석을 통해 각 항목별로 우선순위를 제시하였다. 이를 토대로 방송통신융합서비스 기능에 대해 제공자와 사용자 간의 인식수준 차이(Gap)를 규명하고, 사용자 만족도 제고를 위한 방안을 제시하고자 한다.

• Laboraroty Animal Research
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• 제34권4호
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• pp.288-294
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• 2018

A few clues about correlation between endoplasmic reticulum (ER) stress and mulberry (Morus alba) leaves were investigated in only the experimental autoimmune myocarditis and streptozotocin-induced diabetes. To investigate whether a novel extract of mulberry leaves fermented with Cordyceps militaris (EMfC) could suppress ER in fatty liver, alterations in the key parameters for ER stress response were measured in high fat diet (HFD)-induced obese C57L/6 mice treated with EMfC for 12 weeks. The area of adipocytes in the liver section were significantly decreased in the HFD+EMfC treated group as compared to the HFD+Vehicle treated group, while their level was higher in HFD+Vehicle treated group than No treated group. The level of the eukaryotic initiation factor 2 alpha ($eIF2{\alpha}$) and inositol-requiring enzyme 1 beta ($IRE1{\alpha}$) phosphorylation and CCAAT-enhancer-binding protein homologous protein (CHOP) expression were remarkably enhanced in the HFD+Vehicle treated group. However, their levels were restored in the HFD+EMfC treated group, although some differences were detected in the decrease rate. Similar recovery was observed on the ER stress-induced apoptosis. The level of Caspase-3, Bcl-2 and Bax were decreased in the HFD+EMfC and HFD+orlistat (OT) treated group compared to the HFD+Vehicle treated group. The results of the present study therefore provide first evidence that EMfC with the anti-obesity effects can be suppressed ER stress and ER stress-induced apoptosis in the hepatic steatosis of HFD-induced obesity model.