Recently, most of the information system use environment is changing to GUI environment based on windows and web. Most of the development tools for building such a GUI-based information system support object-oriented and event-driven programming concepts. However, there is still a lack of a development methodology that systematically supports event-based information system construction. From a business perspective, an information system is one that supports business processes efficiently and effectively to improve business performance. These business processes are composed of business activities which involve a series of business events. A business event is executed according to a business scenario. Therefore, it is necessary to grasp these events in the requirements analysis stage and to apply it on the system development methodology. However, information systems development methodology which systematically reflect the event processing concept still is insufficient. From this viewpoint, this paper proposes an event-driven scenario-based development methodology that can meet the recent development environment of information systems, and applies the proposed methodology to a small scale information system development case.

PURPOSES: This study is to estimate nondestructive strength equation based on probability for bridges using field test data. METHODS: In this study, a series of the field inspection and the test have been performed on 297 existing bridges, in order to evaluate the bridges, based on the test results of the in-depth inspection, and the estimated strengths by means of the nondestructive strength equations are analyzed and compared with results of the core specimen strengths. RESULTS: According to results of analyses, In case of standard design compressive strength of concrete is 18MPa, 21MPa, similar reliability of RILEM equation were 0.89~0.90, but in case of standard design compressive strength of concrete is 35MPa, 40MPa were 0.4~0.56. According to standard design compressive strength of concrete is 40MPa, similar reliability of ultrasonic pulse velocity method equation were 0.56. CONCLUSIONS: RILEM equation had high similar reliability than other equation in case of standard design compressive strength of concrete is 18MPa, 21MPa, but had low similar reliability than other equation in case of standard design compressive strength of concrete is 35MPa, 40MPa. and ultrasonic pulse velocity method equation had low similar reliability than other equation in case of standard design compressive strength of concrete is 40MPa.

K-means algorithm is one of the most popular and widely used clustering method because it is easy to implement and very efficient. However, this method has the limitation to be used with fixed number of clusters because of only considering the intra-cluster distance to evaluate the data clustering solutions. Silhouette is useful and stable valid index to decide the data clustering solution with number of clusters to consider the intra and inter cluster distance for unsupervised data. However, this valid index has high computational burden because of considering quality measure for each data object. The objective of this paper is to propose the fast and simple speed-up method to overcome this limitation to use silhouette for the effective large-scale data clustering. In the first step, the proposed method calculates and saves the distance for each data once. In the second step, this distance matrix is used to calculate the relative distance rate (Vｊ) of each data j and this rate is used to choose the suitable number of clusters without much computation time. In the third step, the proposed efficient heuristic algorithm (Group search optimization, GSO, in this paper) can search the global optimum with saving computational capacity with good initial solutions using Vｊ probabilistically for the data clustering. The performance of our proposed method is validated to save significantly computation time against the original silhouette only using Ruspini, Iris, Wine and Breast cancer in UCI machine learning repository datasets by experiment and analysis. Especially, the performance of our proposed method is much better than previous method for the larger size of data.

목적 : 본 연구에서는 체계적 고찰을 통해 3D 프린팅 기술을 상지보조기 제작에 적용한 사례에 대해 알아 보고, 향후 작업치료사가 임상현장에서 상지보조기 제작에 3D 프린팅 기술을 적용할 때 필요한 정보를 정리하여 임상적용에 유용한 기초자료를 제시하고자 한다. 연구방법 : 2013년부터 2017년까지의 최근 5년간의 논문을 전자 데이터베이스 RISS, KISS, Scopus, PubMed와 Google Scholar를 사용하여 검색하였다. 검색 키워드로는 “3D Printing AND Orthosis OR Splint OR Brace”을 사용하였다. 검색된 논문은 2차 분류를 거쳐 최종적으로 16개의 논문을 선정하였으며 이를 분석하고 고찰하였다. 결과 : 분석대상 논문의 약 80%가 단일대상 실험연구 및 사례연구로 질적수준은 낮은 편이었다. 제작자의 전공을 분석한 결과, 크게 4가지 계열로 구분됐으며, 그 중에서 공학계열이 가장 많았다. 다음으로는 보건계열이 많았으며, 작업치료전공자는 2명이었다. 제작된 상지보조기의 종류는 6가지였으며, 그 중에서 코크 업 보조기와 손가락 보조기가 가장 많이 제작되었다. 제작에 가장 많이 사용된 소재는 플라스틱 소재중 하나인 ABS수지였다. 분석된 논문에서 사용된 제조공법은 총 4가지가 있었으며, 가장 많이 사용된 제조공법은 FDM방식이다. 상지보조기 제작을 위한 상지 측정방법으로는 3D 스캐너가 가장 많이 사용되었다. 결론 : 이번 연구를 통하여 3D 프린팅 기술을 적용한 상지보조기 제작방법에 대해 알 수 있었다. 이를 근거로 작업치료사의 업무범위 중 한가지인 상지보조기 제작에 3D 프린팅 기술을 적용할 수 있는 기초근거를 제공하고, 추후 연구에 대한 방향성을 제시하고자 하였다. 본 연구 결과를 바탕으로 작업치료분야에서 3D 프린팅 기술을 적용한 상지보조기 개발 및 연구가 더욱 활발하게 이루어질 것으로 기대한다.

목적: 레이저굴절교정수술 후 다시 근시가 발생한 근시퇴행안에 역기하디자인하드(reverse geometry rigid gas permeable, RGP) 렌즈로 교정하고, 교정 전과 후 굴절검사 방법에 따른 검사값의 차이를 확인하 였다. 방법: 레이저굴절교정수술 후 양안 또는 단안에 근시퇴행이 발생한 46안(24명, 평균 32.04 ± 4.74세)을 대상으로 굴절이상을 RGP 렌즈로 교정하고 교정 전과 후에 각각 자동굴절검사, 검영법 그리고 자각적굴절 검사를 실시한 후 굴절이상도를 비교하였다. 결과: 레이저각막굴절수술 후 발생된 근시퇴행안에서 자동굴절검사, 검영법 및 자각식굴절검사로 측정한 등가구면굴절이상도는 -2.58 ± 1.23 D, -1.98 ± 1.14 D, -1.93 ± 1.08 D로 유의한 차이가 있었고 (p=0.013), RGP 렌즈 교정 1개월 후에는 각각 -0.98 ± 0.69 D, -0.26 ± 0.69 D, 및 -0.29 ± 0.64 D로 유의한 차이가 있었으며(p=0.000), 자동굴절검사기로 측정한 굴절이상도가 근시 쪽으로 높게 측정되었다. 레이저각막굴절수술 후 근시퇴행안에서 RGP 렌즈 교정 전과 후의 자동굴절검사값과 자각식굴절검사값의 차이는 구면굴절력, 원주굴절력 및 등가구면굴절력값에서 모두 중등도의 상관성을 보였으며, 근시도가 크면 근시도가 작은 경우보다 측정값 차이가 더 큰 것으로 나타났다(p<0.05). 결론: 자동굴절검사는 정상 안의 예비검사에는 유용하지만, 레이저굴절교정수술 후 근시가 유발된 근시 퇴행안과 RGP 렌즈 착용안의 굴절검사에는 자각식굴절검사가 더 유용하며, 자동굴절검사를 예비검사로 사용할 때에는 측정값에 차이가 있을 수 있다는 점을 고려해야 할 것으로 생각된다.

다른 장르의 게임에 비해 포커는 게이머의 심리적 요소가 많은 영향을 끼친다. 본 논문에서는 CNN과 SVM을 기반으로 온라인 포커 게임에 게이머와 아바타 간의 감성연결을 실현하기 위한 새로운 감성 인식방법을 제안한다. CNN모델을 이용하여 원래 얼굴 이미지의 특징을 추출하고, 다중 클래스 SVM분류기를 사용하여 목표 이미지를 인식하고 분류한다. FER-2013데이터베이스에서 이 방법은 감성인식률 68.79 %를 달성하였다. 기존의 다른 감성 인식 모델과 비교하면, 이 모델은 뚜렷한 장점을 보일 수 있다. 본 게임은 Socket 통신방식을 통해 감성인식결과를 Seven Poker로 전송하여 아바타가 게이머와 같은 감성을 표현하도록 설계하였다. 온라인 포커 게임에 감성연결 기술을 이용하면 게임과 인간의 상호작용이 향상될 뿐 아니라 게이머가 상대방의 심리적인 활동을 효과적으로 분석할 수 있다. 감성연결 기술은 게임에서 게이머들에게 새로운 게임 경험을 제공할 수 있는 기술이라고 생각된다.

Due to the decrease in coastal productivity and deterioration in the quality of ecosystem which result from the excessive overfishing of fisheries resources and the environmental pollution, fisheries resources in the Korean waters hit the dangerous level in respect of quantity and quality. In order to manage sustainable and effective fisheries resources, it is necessary to suggest the potential yield (PY) for clarifying available fisheries resources in the Korean waters. So far, however, there have been few studies on the estimation methods for PY in Korea. In addition, there have been no studies on the comparative analysis of the estimation methods and the substantial estimation methods for PY targeted for large marine ecosystem (LME) For the reasonable management of fisheries resources, it is necessary to conduct a comprehensive study on the estimation methods for the PY which combines population dynamics and ecosystem dynamics. To reflect the research need, this study conducts a comparative analysis of estimation methods for the PY in the Korean waters of the East Sea to understand the advantages and disadvantages of each method, and suggests the estimation method which considered both population dynamics and ecosystem dynamics to supplement shortcomings of each method. In this study, the maximum entropy (ME) model of the holistic production method (HPM) is considered to be the most reasonable estimation method due to the high reliability of the estimated parameters. The results of this study are expected to be used as significant basic data to provide indicators and reference points for sustainable and reasonable management of fisheries resources.

Purpose: The research that combines qualitative and quantitative methods are recently received attention in nursing academia and the number of research on mixed method is increased. The purpose of the study was to understand and discuss the application of mixed method research (MMR). Methods: This study provided the concept, research design, justification, and systematic issues of MMR through the literature review and researcher’s analytical thinking. Results: MMR was generally accepted in the literature as a new and comprehensive methodology. MMR was developed from the philosophical foundation on pragmatism. The designs of MMR and notation, mixing strategies, strategies for sampling and data analysis, and validity of MMR were examined. These were continued to be the issues including epistemology and pragmatic stances of MMR, primary point of interface for mixing, the level of interaction between different method (qualitative and quantitative), and more proper langue than ‘mixed’ etc. of MMR. Conclusion: In spite of those issues, MMR is solidified it’s position as multi-strategy research in the aspect of expansion of qualitative and quantitative methods with triangulation. I recommended that the researcher should apply the MMR after considering of epistemological assumptions and possibility evaluation of the synergy effects to his or her research for the merits of extensive results of MMR.

This study considers zone-based registration (ZBR) and distance-based registration (DBR). A mobile station performs location registration whenever the MS reaches a new zone or the specified distance. These two schemes seem to be similar but, in DBR, the mobile station (MS) is in the center of the location area right after location registration differently from in ZBR. In this study, we point out some problems of the previous analysis method and propose an improved analysis method of ZBR and DBR. Using the improved analysis method, we show that the previous analysis includes some problems, and that the performances of two registration methods in our study are enhanced more than in the previous study. This results of this study should be useful to analyze the performance of various location registration schemes.