• 디지털융복합연구
• /
• 제11권8호
• /
• pp.213-218
• /
• 2013

본 논문은 자동차 점검이 이루어질 때 작업현장, 교육현장, 기타 시공간에서 현재 상황에 따라 지능화 및 개인화에 근거해 추천함으로써 생산성 향상, 비용절감, 성과향상 등을 이루고자 한다. 이에 본 연구는 태스크 온톨로지를 이용한 자동차 점검 추천시스템 개발 방법을 설계하였다. 추천 방법은 추상개념을 기반으로 각 추상개념에 연결되는 부품들을 가중치 값 순서로 보여줄 수 있도록 하고, 부품이 다른 추상개념과 연결될 경우 부품들을 확장하여 보여 주도록 하였다.

• International journal of advanced smart convergence
• /
• 제8권4호
• /
• pp.130-137
• /
• 2019

We conducted this study to identify the composition factors for consumers' selection attributes of accommodation applications and to identify the differences in the selection attributes perception of accommodation applications based on demographic characteristics and use status. According to the study, 6 factors were derived as the components of the selectivity of accommodation application and were named convenience, interactivity, economic efficiency, transaction reliability, product reliability and informativeness. And the respondents differed in their selection attributes perception of the accommodation application they used. In particular, it was found that the highest perception of informativeness and interactivity, and the lowest perception of product reliability. Finally, there were differences in the selection attributes perception of the accommodation application they used by demographic characteristics and use status. Based on the results of this study, we should strive to derive the effective marketing strategy needed for travel industry-related companies.

• Transactions on Electrical and Electronic Materials
• /
• 제17권5호
• /
• pp.293-296
• /
• 2016

Using capacitance-voltage (C-V) and conductance-voltage (G/ω-V) measurements, the electrical properties of Cu/n-InP Schottky diodes were investigated. The values of C and G/ω were found to decrease with increasing frequency. The presence of interface states might cause excess capacitance, leading to frequency dispersion. The negative capacitance was observed under a forward bias voltage, which may be due to contact injection, interface states or minority-carrier injection. The barrier heights from C-V measurements were found to depend on the frequency. In particular, the barrier height at 200 kHz was found to be 0.65 eV, which was similar to the flat band barrier height of 0.66 eV.

• Steel and Composite Structures
• /
• 제19권4호
• /
• pp.995-1009
• /
• 2015

This study presents design optimization of spot welded structures to attain maximum strength by using the Nelder-Mead (Simplex) method. It is the main idea of the algorithm that the simulation run is executed several times to satisfy predefined convergence criteria and every run uses the starting points of the previous configurations. The material and size of the sheet plates are the pre-assigned parameters which do not change in the optimization cycle. Locations of the spot welds, on the other hand, are chosen to be design variables. In order to calculate the objective function, which is the maximum equivalent stress, ANSYS, general purpose finite element analysis software, is used. To obtain global optimum locations of spot welds a methodology is proposed by modifying the Nelder-Mead (Simplex) method. The procedure is applied to a number of representative problems to demonstrate the validity and effectiveness of the proposed method. It is shown that it is possible to obtain the global optimum values without stacking local minimum ones by using proposed methodology.

• Transactions on Electrical and Electronic Materials
• /
• 제17권2호
• /
• pp.113-117
• /
• 2016

Temperature dependent reverse-bias current-voltage (I-V) characteristics in Cu Schottky contacts to oxygen plasma treated n-InP were investigated. For untreated sample, current transport mechanisms at low and high temperatures were explained by thermionic emission (TE) and TE combined with barrier lowering, respectively. For plasma treated sample, experimental I-V data were explained by TE or TE combined with barrier lowering models at low and high temperatures. However, the current transport was explained by a thermionic field emission (TFE) model at intermediate temperatures. From X-ray photoemission spectroscopy (XPS) measurements, phosphorus vacancies (VP) were suggested to be generated after oxygen plasma treatment. V_P possibly involves defects contributing to the current transport at intermediate temperatures. Therefore, minimizing the generation of these defects after oxygen plasma treatment is required to reduce the reverse-bias leakage current.

• Transactions on Electrical and Electronic Materials
• /
• 제16권5호
• /
• pp.285-289
• /
• 2015

We prepared silver Schottky contacts to O-polar and nonpolar m-plane bulk ZnO wafers. Then, by considering various transport models, we performed a comparative analysis of the current transport properties of Ag/bulk ZnO Schottky diodes, which were measured at 300, 200, and 100 K. The fitting of the forward bias current-voltage (I-V) characteristics revealed that the tunneling current is dominant as the transport component in both the samples. Compared to thermionic emission (TE), a stronger contribution of tunneling current was observed at low temperature. The reverse bias I-V characteristics were well fitted with the thermionic field emission (TFE) in both the samples. The presence of acceptor-like adsorbates, such as O₂ and H₂O, modulated the surface conductive state of ZnO, thereby affecting the tunneling effect. The degree of activation/passivation of acceptor-like adsorbates might be different in both the samples owing to their different surface morphologies and surface defects (e.g., oxygen vacancies).

• International journal of advanced smart convergence
• /
• 제6권3호
• /
• pp.22-28
• /
• 2017

With the recent development of technologies to manage vast amounts of data, data mining technology has had a major impact on all industries.. Data mining is the process of discovering useful correlations hidden in data, extracting executable information for the future, and using it for decision making. In other words, it is a core process of Knowledge Discovery in data base(KDD) that transforms input data and derives useful information. It extracts information that we did not know until now from a large data base. In the decision tree, c4.5 algorithm was used. In addition, the C4.5 algorithm was used in the decision tree to analyze the difference between frequency and mortality in the region. In this paper, the frequency and mortality of percutaneous coronary intervention for patients with heart disease were divided into regions.

• 한국수산과학회지
• /
• 제55권5호
• /
• pp.638-644
• /
• 2022

The measurement of morphological features is essential in aquaculture, fish industry and the management of fishery resources. The measurement of fish requires a large investment of manpower and time. To save time and labor for fish measurement, automated and reliable measurement methods have been developed. Automation was achieved by applying computer vision and machine learning techniques. Recently, machine learning methods based on deep learning have been used for most automatic fish measurement studies. Here, we review the current status of automatic fish measurement with traditional computer vision methods and deep learning-based methods.

• Genomics & Informatics
• /
• 제21권1호
• /
• pp.14.1-14.4
• /
• 2023

OncoPrint, the plot to visualize an overview of genetic variants in sequencing data, has been widely used in the field of cancer genomics. However, still, there have been no Python libraries capable to generate OncoPrint yet, a big hassle to plot OncoPrints within Python-based genetic variants analysis pipelines. This paper introduces a new Python package PyOncoPrint, which can be easily used to plot OncoPrints in Python. The package is based on the existing widely used scientific plotting library Matplotlib, the resulting plots are easy to be adjusted for various needs.

• 한국건설순환자원학회논문집
• /
• 제7권3호
• /
• pp.224-234
• /
• 2019

토목구조물의 교면은 토목구조물 상부에 방수층이 존재하고 방수층 상부에 아스콘이나 콘크리트로 포장층을 마무리하여 교면의 시공을 완성하고 있다. 그러나 아스팔트계열은 뛰어난 감온성으로 고온에서 용융되는 취약한 특성을 지녔고, 이는 아스콘 포설시 고온으로 인하여 방수재가 용융되어 두께저하로 인한 하자 발생률이 증가하게 된다. 본 연구에서는 교면에 적용되는 MMA(Methyl Methacrylate)의 경질 Type과 연질 Type에 대하여 동시 사용시 배합에 따른 경화상태를 확인하고 각각의 인장강도와 신장률이 관련 품질기준에 대한 성능 만족 여부와 적정 배합비율을 확인해 보고자 한다. 그 결과 MMA 경질 수지 또는 연질 수지를 단독으로 사용하게 될 경우 경질 수지는 인장특성을 연질 수지는 신장특성이 명확하게 나타나기 때문에 수지의 단독 사용으로는 KS F 4932의 인장성능 품질기준을 만족시키지 못하는 것으로 나타났고, 파우더 양이 총 배합량 중 56.25%를 초과하게 될 경우에는 경화 후 표면에 공극이 발생되고 셀프 레벨링이 불가능하여 불균질한 표면을 형성하는 것으로 확인되었다. 또한, 경질 수지: 연질 수지: 파우더 비율을 15g: 85g: 150g으로 설정한 시험편은 인장강도 $1.5N/mm^2$, 신장률 133%가 나타남에 따라 KS F 4932의 인장성능을 만족하는 것으로 확인되었다.