• The Journal of Korean Institute of Communications and Information Sciences
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• v.41 no.7
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• pp.768-774
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• 2016

This paper deals with a method to recommend the combination of items as a group according to similarity to handle application area such as fashion and cooking, while the previous methods recommend single item such as a book, music or movie. Collaborative filtering is a method to recommend an item selected by users with similar tendency based on similarity between users. In this paper, the proposed method generates a set of frequent items based on collaborative filtering and association rules and recommends a group by similarity between groups. To show the validity of the proposed method, experiments are performed with purchase data collected from e-commerce for four months.

• Journal of the Korea Society of Computer and Information
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• v.16 no.4
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• pp.29-42
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• 2011

This study deals with the assessment indices about greening performance of datacenter. To do this, we survey existing standards and guidelines about datacenter. Those are used constructing new model of datacenter regarding greening performance. In this model, the relationship between major components will be represented by job-energy-thermal notation. Items, criteria and methods are created in order to complete the assessment indices. The existing assessment indices of the datacenter level and equipment level are investigated. Parameters, the degree of virtualization and energy efficiency also affects the performance of the green performance. Finally, to determine the improvements, the proposed indices is compared with the existing assessment tools.

• Proceedings of the Korean Society for Emotion and Sensibility Conference
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• 2009.05a
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• pp.43-46
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• 2009

고령화 사회에 대한 준비가 여러 다양한 분야에서 진행되고 있으며 사회 각 부분에서도 이에 관련된 사업들이 활발히 진행 중에 있다. 또한 일찍 고령화 사회에 진입한 여러 국가들도 실버산업에 관한 계속적인 연구를 통해 고령화 사회의 여러 문제점들을 해결해 나가고 있다. 반면 디자인 분야에서 실버산업에 대한 연구는 아직은 다각적으로 이루어지거나 체계적으로 이루어지지 않고 있는 실정이다. 이러한 이유로 본 연구의 목적은 실버산업을 위해 디자이너가 먼저 호려해야 할 대상이 무엇인지를 찾아보고자 한다. 이를 위해 본 연구 목적을 위해 실버 계층이 일상생활에서의 불편함을 리스트 화하여 그룹핑하고 이를 가지고 평가 항목을 만든다. 이후, 시중에 판매되고 있는 실버 제품들의 군집별로 수집하고 이 제품을 군집별로 일반인(20세-35세) 50명과 65세 이상 50명에게 각각 100 명에게 설문을 실시한다. 설문은 7점 척도로 측정하고 일반 집단과 실버 집단을 비교 하도록 한다. 이로써, 두 집단 간의 설문 항목에 따른 차이점과 중요 디자인 요소에 대한 방향을 모색하고자 한다.

• Journal of the Korean Society of Marine Environment & Safety
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• v.21 no.6
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• pp.704-711
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• 2015

In this study, we have conducted a survey of AHP technique through the ocean experts to derive new items and revise assessment items and indices for risk of sunken ships based on the survey results. As a result of the survey, two new items such as accident cause and tidal current are derived. And it shows that existing items such as toxic liquid substance, remaining oil and explosive gas which were evaluated as one group are desirable to be evaluated respectively. Accordingly, we analyze the indices of the new eleven assessment items adjusted from the existing seven assessment items. As a result, the indices are ordered by toxic liquid substance, possibility of leaking, explosive gas, carrying capacity of fuel oil, sensitivity of sea environment, marine traffic environment, cause of accident, tidal current, keel clearance, ship type, and ship size. Especially, as compared with the indices of existing assessment items, the indices of sensitivity of sea environment and possibility of leaking are higher and the index of keel clearance is lower.

• The Journal of Korea Institute of Information, Electronics, and Communication Technology
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• v.10 no.4
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• pp.325-332
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• 2017

In this paper, a survey of test sequence generation methods for testing the conformance of a protocol implementation to its specification is presented. The best known methods proposed in the literature are called transition tour, distinguishing sequence, characterizing sequence, and unique input/output sequence. Also, several variants of the above methods are introduced. Applications of these methods to the finite state machine model are discussed. Then, comparative analysis of the methods is made in terms of test sequence length. Finally, conclusions are given as follows. The T-method produces the shortest test sequence, but it has the worst fault coverage. The W-method tends to produce excessively long test sequences even though its fault coverage is complete. The problem with the DS-method is that a distinguishing sequence may not exist. The UIO-method is more widely applicable, but it does not provide the same fault coverage as the DS-method.

• Journal of Korea Port Economic Association
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• v.29 no.2
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• pp.211-238
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• 2013

The Port Logistics Information System (Port-MIS) is the system that processes all of port management such as entry and departure of ships, using facilities within ports, port traffic control, cargo entering and carrying and tax collection in 31 trade ports over the whole country. Lately, The Port Logistics Information System (Port-MIS) has been reformed as a WEB-based system and established basis to provide real time information support structure, diversification of civil complaint system, and optimized civil complaint service by using wire and wireless internet. The typical study on the Port Logistics Information System was C/S program and EDI-centered. But it has significance to study on service quality measurement of WEB Port-MIS that has been served as a new web-based platform since April 2010, for there was no such a study until now.

• Proceedings of the Korea Water Resources Association Conference
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• 2023.05a
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• pp.51-51
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• 2023

최근 기후의 급격한 변화 및 이상기후로 인해 전 세계적으로 가뭄의 발생빈도가 증가하고 있는 추세이다. 우리나라의 경우 지역·계절별 강수량의 편차로 인해 국지적으로 극심한 가뭄이 발생하고 있으며, 향후 피해는 더욱 증가할 것으로 예측하고 있다. 농업가뭄은 농작물 생육에 따른 수확량 및 수자원 이용에 직접적인 영향을 미치고 있으며, 농업수리시설물의 의존도가 높기 때문에 저수지의 대응능력과 농경지의 수리답 시설이 농업가뭄 대응을 위한 중요한 지표로써 활용되고 있다. 본 연구에서는 수리시설물의 가뭄대응능력과 평야부 농경지의 가뭄빈도를 이용하여 농업가뭄 취약성 평가를 수행하였다. 2015년 이후 매년 가뭄이 발생하는 충청남도 태안군을 시범지역으로 선정하였으며, 논 중심의 농업가뭄을 평가하기 위해 기상영향, 가뭄발생현황, 보조수원능력, 가뭄대응능력 4가지의 관련 항목을 선정하였다. 기상영향, 가뭄발생현황, 보조수원현황 항목은 계수화를 위해 데이터 속성 정보만을 이용하여 가중치를 산정하는 엔트로피 (Entropy) 방법을 적용하였으며, 가뭄대응능력 항목은 농업수리시설물과 농경지 평균 가뭄빈도 분석을 통해 점수화를 수행하였다. 본 연구의 결과는 지역별로 선제적인 가뭄대응 우선순위를 결정할 수 있고, 용수공급의 효율화 등 논 중심의 농업가뭄 대응을 위한 기초자료로써 활용될 수 있을 것으로 판단된다.

• Proceedings of the Korea Water Resources Association Conference
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• 2021.06a
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• pp.361-361
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• 2021

가뭄의 경우 타 자연재난에 비해 발생경로, 피해범위, 발생기간 등이 매우 다양해 다각적인 측면에서의 대응책 마련이 필요하다. 따라서, 극한가뭄에 대비한 지자체별 가뭄 역량 평가를 수행하는 것은 재난관리에 있어서 최우선이라고 할 수 있다. 현재 국내외적으로 가뭄과 관련된 지역적 복원력을 평가한 사례는 매우 적다. 가뭄은 지진, 홍수 등과 같은 타 자연재난에 비하여 지속기간이 길고, 그 지속기간에 따라 피해의 영향 또한 파급력이 달라지므로 복원력 산정을 위한 항목, 복원력 곡선의 저하 형태 및 양상 역시 가뭄의 특성에 맞춰 도출되어야 한다. 본 연구에서는 지자체별 극한가뭄에 대한 복원력 정량화를 위하여 가뭄과 관련된 내구성, 대체성, 신속성, 자원동원력의 세부인자를 정성인자와 정량인자로 구분하여 총 18개 항목으로 구성하였다. 구성된 18가지 항목이 정량인자 뿐만 아니라 정성인자로 구성됨에 따라, 모든 인자를 동일한 가중치로 평가할 경우 최종결과가 상대적 중요도의 미 고려로 인해 왜곡될 가능성이 존재한다. 따라서 계층적분석기법(AHP, Analytic Hierarchy Process)을 통해 내구성, 대체성, 신속성, 그리고 자원동원력에 대한 가중치와 내구성, 대체성, 그리고 신속성에 대한 세부 지표별 가중치를 도출하여 지역별 메가가뭄 복원력을 정량화 하였다. 분석결과를 동일한 가중치를 적용한 결과와 비교분석하였으며, 과거 가뭄사례를 통해 검토하였다.

• Journal of KIISE:Software and Applications
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• v.30 no.5_6
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• pp.540-549
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• 2003

In collaborative recommendation two models are generally used: the user model and the article model. A user model learns correlation between users preferences and recommends an article based on other users preferences for the article. Similarly, an article model learns correlation between preferences for articles and recommends an article based on the target user's preference for other articles. In this paper, we investigates various combination methods of the user model and the article model for better recommendation performance. They include simple sequential and parallel methods, perceptron, multi-layer perceptron, fuzzy rules, and BKS. We adopt the multi-layer perceptron for training each of the user and article models. The multi-layer perceptron has several advantages over other methods such as the nearest neighbor method and the association rule method. It can learn weights between correlated items and it can handle easily both of symbolic and numeric data. The combined models outperform any of the basic models and our experiments show that the multi-layer perceptron is the most efficient combination method among them.

• Asia-Pacific Journal of Business Venturing and Entrepreneurship
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• v.11 no.2
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• pp.113-120
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• 2016

Technology based would-be entrepreneurs have constantly increased as coming with increasing demands for technology based startup. However, technology based startup need to go through throne field in the preparation and launching process. This paper help technology based would be entrepreneurs recognizing and pivoting all potential fatal flaws covering entrepreneurs to BM with strategies by providing self check-up lists. This paper have developed all check list based upon the previous literature reviews about technology commercialization with carrying Focused Group Interview with mentor and investor involved in the early stage of venture growth. In particular, this paper have applied these tools over 104 participants(would-be entrepreneur and entrepreneurs in the early startup) attending in Hanbat Startup Item Validation Program and Startup Leading University program. This paper developed the mega categories of list as follows: Entrepreneurship, technology and patent, target customer and market, product, BM and strategy. It also developed 17 different concept of components and 58 specific sub-lists under maga list. The research results of paper will provide solid foundation of communication with participants about checking up their state of preparation for startup as applying to mentoring for would-be entrepreneurs and to entrepreneurship education.