• Proceedings of the KSR Conference
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• 2004.10a
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• pp.793-799
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• 2004

In track a third weakness point is joint part, turnout part, curve part. One of them joint part of rail have been known to the most weak point by loosen of joint bar and fish bolt due to impulse and vibration by wheel contact at times. In addition happen to deformation and failure at end of rail, failure and miniature of ballast gravel. Finally impact between wheel and rail become origin cause of a welded rail, noise and vibration. riding condition deterioration, besides track failure. In the present domestic, Thermite and Gas pressure weldings have been used to continuous welded rail(CWR), however stiffness and confidence in quality is lower than Flash butt welding method. FRW have the excellent capacity, however have a shortcoming large scale of machine and power equipment. Therefore we will introduce Mobile Flash Butt Welder can weld in track.

• Journal of the Korean Institute of Electrical and Electronic Material Engineers
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• v.11 no.5
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• pp.400-406
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• 1998

We investigated the preparation and guided-mode properties of $Ti:LiNbO_3$ waveguides which were fabricated by Ti in-diffusion. The diffusion method to reduce the Li out-diffusion was proposed. The optical guided-mode and propagation loss based on butt-coupling pigtailed with PMF-input were measured. How to improve the polishing grade of waveguide endfaces is newly proposed in this paper. To show the mode propagations, the BPM simulations of channel waveguide are described.

• Proceedings of the Korean Society of Computer Information Conference
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• 2022.07a
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• pp.471-474
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• 2022

음원 스트리밍 서비스 시장은 지속해서 성장해왔다. 그중 최근에 가장 성장세가 돋보이는 서비스는 Spotify와 Youtube music이다. 두 서비스의 추천시스템은 사용자가 좋아할 만한 음악을 계속해서 추천해 줌으로써 많은 사랑을 받고 있다. 추천시스템 성능은 추천에 활용할 수 있는 변수(Feature) 수에 비례한다고 볼 수 있다. 최대한 많은 정보를 알아야 사용자가 원하는 추천이 가능하기 때문이다. 본 논문에서는 기존에 존재하는 감정분류 방법론인 사전기반과 딥러닝 BERT를 사용한 머신기반 방법론을 적절하게 결합하여 장점을 유지하면서 단점을 보완한 하이브리드 감정 분석 모델을 제안함으로써 가사에서 느껴지는 감정 비율을 분석한다. 감정 비율을 음원 가중치 변수로 사용하면 감정 정보를 포함한 고도화된 추천을 기대할 수 있다.

• Proceedings of the Korean Society of Computer Information Conference
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• 2021.01a
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• pp.349-351
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• 2021

Youtube 동영상 업로드 시, 사용자가 직접 주제를 설정해야 하는 어려움이 있다. 본 연구에서는 사용자가 입력하는 제목과 설명정보를 이용하여 자동으로 주제를 분류하는 연구를 진행하였다. 이를 위해 한국어기반의 컨텐츠 중 고빈도의 8개 주제 카테고리를 선정하고, 이를 1.3만건의 학습데이터를 크롤링을 통해 구축하였다. 또한, 다양한 알고리즘들에 대한 최대성능을 확인하기 위해 대표적인 텍스트 분류 방법인 SVM과 LSTM기법 및 BERT 모델기반 미세적용(fine-tuning)을 시도하였다. 결과적으로 Bert-multiligual (base)를 fine-tuning한 실험에서 최대 94%의 정확도를 확인하였다. 하지만, Youtube 동영상 특성상 여러 주제를 가진 것들이 상당수 존재하기에, 실제 체감정확도는 더 높을 것으로 기대된다.

• Journal of the Korea Society of Computer and Information
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• v.28 no.10
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• pp.123-132
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• 2023

Git's commit messages manage the history of source changes during project progress or operation. By utilizing this historical data, project risks and project status can be identified, thereby reducing costs and improving time efficiency. A lot of research related to this is in progress, and among these research areas, there is research that classifies commit messages as a type of software maintenance. Among published studies, the maximum classification accuracy is reported to be 95%. In this paper, we began research with the purpose of utilizing solutions using the commit classification model, and conducted research to remove the limitation that the model with the highest accuracy among existing studies can only be applied to programs written in the JAVA language. To this end, we designed and implemented an additional step to standardize source change data into natural language using GPT. This text explains the process of extracting commit messages and source change data from Git, standardizing the source change data with GPT, and the learning process using the DistilBERT model. As a result of verification, an accuracy of 91% was measured. The proposed model was implemented and verified to ensure accuracy and to be able to classify without being dependent on a specific program. In the future, we plan to study a classification model using Bard and a management tool model helpful to the project using the proposed classification model.

• Journal of the Korean Society of Safety
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• v.13 no.4
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• pp.199-205
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• 1998

Butt fusions were practiced with butt fusion in the various conditions of fusion temperatures, pressure and time, and the tests of tesile strength, breaking water pressure and fusion features were also practiced so that the reliability of the butt fusion and the fittets fusion condition may be closely examined. And the width, height and thickness of the beads were also closely measured. The fittest fusion result was achieved in the condition of the temperature of $210^{\circ}C$, heating time hight pressure of 14 seconds on the pressure of $1.5kg/cm^2$, heating time hight pressure of 100 seconds and pressure buid-up time of 11 seconds. And in case of the temperature of $250^{\circ}C$, the fittest fusion result was showed in the condition of the heating time hight pressure of 3 seconds on the pressure of 1.0$kg/cm^2$, the heating time low pressure variable of 100 seconds. heating time hight pressure of 14 seconds and the heating maintenance of around 60 seconds. The result of breaking water pressure test of a test piece fusion in the fittest fusion condition was that the fusion condition of the PE pipe showed a good stability and hight reliance. Through this test, it is proved that the temperature of fusion PE pipes can be increased to $250^{\circ}C$ from $210^{\circ}C$. And it can be expected that the above fusion method greatly helps to reduce the fusion time.

• Information Systems Review
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• v.4 no.2
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• pp.309-322
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• 2002

In this paper, we study changes in company revenue structure. For this, we introduce a new concept for an expanded e-business community - Supra Hub. Based on this concept, we analyze current problems with regard to revenue structure in industry-specific cases and propose advisable alternatives. These alternatives are derived from Burts research on Network and Organization. We conclude that new community is coming connecting industry-specific networks.

• Proceedings of the Korea Water Resources Association Conference
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• 2010.05a
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• pp.283-287
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• 2010

Stochastic simulation of hydrologic data has been widely developed for several decades. However, despite the several advances made in literature still a number of limitations and problems remain. In the current study, some stochastic simulation approaches tackling some of the existing problems are discussed. The presented models are based on nonparametric techniques such as block bootstrapping, and K-nearest neighbor resampling (KNNR), and kernel density estimate (KDE). Three different types of the presented stochastic simulation models are (1) Pilot Gamma Kernel estimate with KNNR (a single site case) and (2) Enhanced Nonparametric Disaggregation with Genetic Algorithm (a disaggregation case). We applied these models to one of the most challenging and critical river basins in USA, the Colorado River. These models are embedded into the hydrological software package, Pros and cons of the models compared with existing models are presented through basic statistics and drought and storage-related statistics.

• Journal of the Institute of Electronics and Information Engineers
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• v.53 no.11
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• pp.160-165
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• 2016

The rapidly developing applications of optical fiber in sensors, sensor system and super high speed optical communication have begun to produce tangible demands for optical coupler and connected WDM. we have designed and made Hopper type WDM (national patent NO:10-1502954). The Hopper type WDM is bi-directional $1{\times}3$ WDM of asymmetry Butt coupling for super high speed optical communication. The Hopper type WDM is used central wavelength of each 850nm,1300nm,1550nm. The Hopper type WDM has an excellent merits which the existing WDM and also it has an excellent signal of super high speed and economic in made. The characteristic of Hopper type WDM is superior in ave 0.02-0.03dB as compared with $1{\times}3$ optical coupler to excess loss. Especially, we can expect the utilization of super high speed optical MUX and also can be developed as the high-sensibility signal detected system in using optical sensor system parts.

• Journal of Korean Tunnelling and Underground Space Association
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• v.2 no.3
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• pp.71-81
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• 2000

For the construction of NATM tunnel, it is required a design based on the accurate soil condition from soil investigation. However, in practice, it often designs tunnels without fully understanding the condition. Especially, when soft soil comes up, or ground water breaks out suddenly on the construction, it needs to secure the stability of tunnel by appropriate reinforcing construction according to the results of measurements on field superlatively reflecting the faced situation. This report reviews the mostsuitable stability of tunnel in the construction of soft soil of tunnel by numerical analysis using FDM after re-evaluated the soil properties through back analysis using the results of measurements to simulate abruptly occurred deformation. And applying steel pipe grouting row by row on the wall and the low part of tunnel and also applying the construction method of temporary invert after excavation of the upper part of tunnel, the excavation of soft soil tunnel secured the structural stability of tunnel has been completed.