• Journal of Internet Computing and Services
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• v.18 no.2
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• pp.43-51
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• 2017

As the game industry is blooming, the generation of contents is far behind the consumption of contents. With this reason, it is necessary to afford the game contents considering level of game player's skill. In order to effectively solve this problem, Procedural Content Generation(PCG) using Artificial Intelligence(AI) is one of the plausible options. This paper proposes the procedural method to generate various monsters considering level of player's skill using genetic algorithm. One gene consists of the properties of a monster and one genome consists of genes for various monsters. A generated monster is evaluated by battle simulation with a player and then goes through selection and crossover steps. Using our proposed scheme, players adaptive monsters are generated procedurally based on genetic algorithm and the variety of monsters which are generated with different number of genome is compared.

• Proceedings of the Korea Water Resources Association Conference
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• 2007.05a
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• pp.921-925
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• 2007

하천의 유량자료는 수위, 우량 등과 함께 수문 해석을 위해 매우 중요하다. 유량자료는 수자원을 정확하게 파악하기 위해 가장 중요한 자료이기 때문에 측정을 위해 많은 노력을 기울이고 있다. 그러나 유량측정은 다른 수문관측과는 달리 변동성이 크고 오차의 범위가 커서 실제 활용에 많은 한계가 있는 것도 사실이다. 유량은 유속계를 이용하여 현장에서 인력으로 직접 측정되기 때문에 현장의 측정조건, 측정하는 사람의 기술적 숙련도 등에 따라 크게 변화할 수 있는 요소를 가지고 있다. 또한 유량자료는 대부분의 경우 연속적인 자료획득이 곤란하기 때문에 수위-유량관계를 이용하여 연속측정된 수위를 유량으로 환산한다. 이와 같은 수위-유량관계는 현장의 조건이 변화하지 않는다는 가정하에서 이루어지는 것이므로 실제 현장에서 발생하는 변화를 고려할 수 없는 한계가 있다. 본 연구에서 유량 모니터링 대상인 서낙동강은 정체수역으로서 하천의 상류와 하류에 대저수문과 녹산수문이 위치해 있고, 두 수문의 개방시 일정시간 동안의 연속적이고 정확한 유량변화의 측정을 필요로 한다. 서낙동강은 녹산수문에서 바다와의 수위차를 고려하여 수문을 개방하기 때문에 대저수문과 녹산수문의 개방 시기 및 시간이 매 순간 유동적이다. 본 연구에서는 서낙동강의 수질 및 수량 관리를 위하여 수문운영에 따른 유량변화를 측정하고자 하였으며, 전술한 바와 같은 한계를 극복하기 위해 유량측정장비는 최첨단 장비인 ADCP를 활용하였다. ADCP(Accoustic Doppler Current Profiler)는 최근에 하천유량측정을 위해 활용되고 있는 장비로서 음파의 도플러 효과를 이용하여 하천을 횡단하면서 단시간에 유속과 유량을 측정한다. 국내의 경우 1990년대 후반부터 도입된 ADCP는 유량측정 기법과 현장 적용상의 문제가 일정부분 검토되고 있다. 본 연구에서는 기존의 유속계를 이용해서 측정한 유량값과 비교하여 ADCP에 의한 결과를 검증하고, 수문운영에 따른 비정상 유량변화를 모니터링하고자 하였다.

• Journal of the Korean Geotechnical Society
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• v.27 no.8
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• pp.5-16
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• 2011

The objective of this paper is to assess the potential use of the resilient force of the ground obtained from an accelerometer and to propose a new compaction control process. Several comprehensive field experimental programs were conducted to analyze the correlation of compaction results obtained from an accelerometer and conventional test methods (e.g. the plate load test and field density test). This study focused on comparing the compaction results obtained from an accelerometer with conventional test results statistically. Based on the statistical analysis results, impact and resilient force measured from an accelerometer, mounted on the drum of a roller are very useful factors for continuous compaction control. A new compaction criteria determination process using an accelerometer is also proposed in this study.

• Journal of Korean Society for Geospatial Information Science
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• v.22 no.3
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• pp.3-10
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• 2014

Digital maps are made by experts who digitize the data from aerial image and field survey. And the digital maps are updated every 2 years in National Geographic Information Institute. Conventional Digitizing methods take a lot of time and cost. And geographic information needs to be modified and updated appropriately as geographical features are changing rapidly. Therefore in this paper, we modify the digital map updates the road information for rapid high-resolution aerial orthophoto taken at different times were performed HSI color conversion. Road area of the cassification was performed the region growing methods. In addition, changes in the target area for analysis by applying the CVA technique to compare the changed road area by analyzing the accuracy of the proposed extraction.

• Journal of Korea Game Society
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• v.10 no.1
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• pp.35-45
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• 2010

This study sets a hypothesis on that the use of input control devices, which are similar to what we experience in real life, to control activities in games increases players' immersion rate, and compares general input control devices with dedicated input control devices in order to show appropriate results. Accordingly the process of the study is derived and the hypothesis is substantiated by understanding the relationship between game controlling activities and immersion rate. Overall satisfaction survey result on the use of dedicated devices shows that most players responded that they felt immersed enough in games when used dedicated devices and were highly satisfied. The use of the dedicated devices had positive impact on the increase of immersion rate in general. In order to increase immersion rate with controlling activities in games, the use of input control devices that are easy to handle and enable precise control is required, which shows that it will bring more fun and more increased immersion rate.

• Korean Journal of Acupuncture
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• v.22 no.4
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• pp.1-8
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• 2005

배경 : 체질의학에서 진단의 중요성에도 불구하고 팔체질의학의 맥진의 신뢰성에 대한 과거 연구가 거의 없었다. 목적 : 본 예비연구는 팔체질의학의 맥진에 대한 진단자 간의 신뢰성 및 진단자 내의 신뢰성을 검사하기 위함이다. 재료 및 방법 : 팔체질의학을 이용한 진료 경력이 3년 내지 5년 되는 한의사 두 명이 실험에 참여하였다. 31명의 건강한 대학생들의 팔체질을 맥진을 통해 진단하고 그 결과를 확신도와 함께 각각 기록하도록 하였으며 이 중 5명은 각각 진단자로부터 3회씩 진단을 받도록 하였다. 그 결과를 분석하여 진단자 간의 신뢰성과 진단자 내의 신뢰성을 검사하였다. 아울러 진단에 대한 확신도와 결과와의 상관성이 있는지도 조사하였다. 대상자와 진단자는 서로를 알 수 없도록 가리개를 하고 실험을 진행하였다. 결과 : 진단자 간의 일치도는 35.7%였으며 카파 계수는 0.232로 보통 이하 수준인 것으로 나타났다. 진단자 내 일치도는 진단자 별로 각각 89%, 66.83%로 나타났다. 다만 두 진단자 사이의 결과가 일치하는 경우 불일치하는 경우보다 진단자의 확신도가 높은 것으로 드러났다 결론 : 본 연구에서는 팔체질의학의 맥진의 진단자 간, 진단자 내의 신뢰성이 비교적 낮은 것으로 나타났다. 이는 진단의 변수가 많고 진단자의 숙련도나 대표성의 문제 등 여러 가지 요소들로 인한 결과로 파악된다. 팔체질의학의 진단자 간, 진단자 내의 신뢰성에 대한 향후 연구가 절실히 요구된다.

• Korean Journal of Applied Biomechanics
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• v.15 no.4
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• pp.13-24
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• 2005

The purpose of this study was to compare kinematic data between experts and novices, and identify difference kinematic parameters changing direction to kick in penalty kick of soccer play. Novice subjects were 5 high school students Who has never been experienced a soccer player, and expert subjects were 5 competitive high school soccer players. The 3-d angle was calculated by Euler's Angle by inertial axis and local axis with three-dimensional cinematography. Kinematic parameters in this study consisted of angles of knee joints, hip joints, lower trunk and upper trunk when the support foot was contacted on ground and kicking foot impacted the ball. The difference of angle of knee joints in the flexion/extension was insignificantly showed below $4{\sim}9^{\circ}$ in groups and directions of ball at the time of support and impact. But the difference of angle of hip joint was significant in groups and directions of ball at the time of support and impact. Specially the right hip joint of experts were more flexed about $12^{\circ}$($43.99{\pm}6.17^{\circ}$ at left side, $31.87{\pm}4.49^{\circ}$ at right side), less abducted about $10^{\circ}$ ($-31.27{\pm}4.49^{\circ}$ at left side, $-41.97{\pm}6.67^{\circ}$ at right side) at impact when they kicked a ball to the left side of goalpost. The difference of amplitude angle in the trunk was significantly shown at upper trunk not lower trunk. The upper trunk was external rotated about $30^{\circ}$ (novice' angle was $-16.3{\pm}17.08^{\circ}$, expert's angle was $-43.73{\pm}12.79^{\circ}$) at impact. Therefore the significant difference of kinematic characteristics could be found at the right hip joint and the upper trunk at penalty kick depending on the direction of kicking.

• Journal of the Korean Wood Science and Technology
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• v.43 no.1
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• pp.25-35
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• 2015

The goal of this study was to review the visual grading and allowable stress determination methodologies for the domestic softwood. Previous studies used different grading (KFRI 1995-27, KFRI 2000-39, KFRI 2007-3, KFRI 2009-1) and allowable stress determination methodologies (ASTM D 245, KS F 2152, JAS 1990). The results of the visual grading were different by each researcher. Compared to the $1^{st}$ grade proportion from the previous studies using the previous specification on visual grading (KFRI 1995-2007), a higher $1^{st}$ grade proportion was found from the studies using the current specification (KFRI 2009). Compared to the allowable stress values from the small clear sample, the higher allowable stress values from the structural size were found. The results indicated that the strength reduction factor used in small clear sample was too conservative for the different grades. To obtain consistent results for the grade, it is required to have experts in visual grading and authorized organizations. An official standard methodology for the allowable stress value determination needs to be defined for the reliable stress value.

• Journal of the Society of Naval Architects of Korea
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• v.38 no.4
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• pp.66-74
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• 2001

Plate bending process is indispensible in shipbuilding. The process includes press bending process and heating process. Especially the heating process is carried out exclusively by skillful workers. Many researches have been made to automate the heating process. This study was carried out as a fundamental study to develop a efficient analysis method for triangle heating and focused on clarifying the deformation characteristics of plate by triangle heating and essential elements effect on the deformation. In this paper, we proposed an analysis model for thermal-elastic-plastic analysis and simulated the deformation by triangle heating using ANSYS based on the experimental results of Jang et al.(2001). Also, we showed the deformation characteristics more clearly by comparing the deformation due to triangle heating and line heating in case that the total heat input is same. Finally, we investigated the change characteristics of deformation elements according to the volumetric heat input.

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.20 no.4
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• pp.101-106
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• 2020

In the current medical field, ultrasound diagnosis can be said to be the same as a stethoscope in the past. However, due to the nature of ultrasound, it has the disadvantage that the prediction of results is uncertain depending on the skill level of the examiner. Therefore, this paper aims to improve the accuracy of liver lesion detection during ultrasound examination based on deep learning technology to solve this problem. In the proposed paper, we compared the accuracy of lesion classification using a CNN model and an ensemble model. As a result of the experiment, it was confirmed that the classification accuracy in the CNN model averaged 82.33% and the ensemble model averaged 89.9%, about 7% higher. Also, it was confirmed that the ensemble model was 0.97 in the average ROC curve, which is about 0.4 higher than the CNN model.