• 제목/요약/키워드: proximity measure

검색결과 82건 처리시간 0.018초

대수적 특성을 고려한 벡터 유사도 측정 함수의 고찰 (Survey on Vector Similarity Measures : Focusing on Algebraic Characteristics)

  • 이동주;심준호
    • 한국전자거래학회지
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    • 제17권4호
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    • pp.209-219
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    • 2012
  • 전자 상거래 시스템 환경에서 상품, 상품평, 사용자 특성 등은 주요한 정보 객체이다. 벡터는 객체의 표현기법으로 널리 사용되고 있다. 전자 상거래 데이터 객체들은 벡터로서 모델되어 각 특질에 해당하는 차원의 숫자 값으로 표현될 수 있다. 전자 상거래의 특성상 이러한 객체들은 방대한 분량이 되고 있고, 이중 여러 객체들은 실제로 같거나 유사한 객체일 수 있다. 따라서 객체간 유사도 측정은 전자상거래 시스템에서 중요한 역할을 한다. 본 논문에서는 벡터 객체에서 사용되는 대표적인 유사도 측정 함수들을 고찰한다. 유사 함수들은 각각의 대수적 특성을 가지고 있고 서로 연결된 특성을 보인다. 이러한 특성을 분석하고 또한 유사 함수들을 분류해 본다. 이러한 과정은 표준 벡터 유사도 함수가 가져야 할 대수적 특성을 제시해준다.

A Basic Study to Measure the Effectiveness of the Korean Green Building Certification System in Terms of Sustainability

  • Park, Young Jun;Son, Kiyoung;Ahn, Sungjin;Kim, Sunkuk
    • 한국건축시공학회지
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    • 제12권6호
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    • pp.615-623
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    • 2012
  • Humanity is facing a number of serious issues associated with increased energy consumption and environmental pollution. Various studies/guidelines concerning sustainable building construction have suggested solutions to these disastrous problems, including: net-zero energy buildings, the green building certification system, and others. Sustainability pursues three expected effects: environmental, social, and economic merits. Korean Green Building Council (K-GBC) has also announced the Korean Green Building Certification System (K-GBCS) since 2003 based on sustainability. Some positive social and environmental aspects of the K-GBCS have already been reported. However, it is somewhat difficult to verify its economic merits, which are crucial to ensuring the validity of the K-GBCS. This research aims to verify the economic merits of the eco-friendly Korean-style condominiums accredited by K-GBCS. Following this, the expected economic effectiveness of K-GBCS will be examined in terms of sustainability. The underlying assumption is that the potential economic effect should reflect the actual economic merits, and should reflect the value of the housing in particular. According to the analysis of the variance, it can be concluded the value of green certified buildings is statistically higher than the value of non-certified buildings. Furthermore, it was also observed that this tendency was more dominant in Gyeonggi Province than in the City of Seoul. This may be caused by one of the variables: the proximity to downtown. In future studies, this variable should be studied in greater detail.

다채널을 가진 기지국에서 코사인 제2법칙을 사용한 위치 추정 방법 (In Base-station with Multi-channels Using the Second Law of Cosines the Position Estimation Method)

  • 이현성;복영수;신혜정;박병우
    • 한국통신학회논문지
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    • 제34권12B호
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    • pp.1387-1398
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    • 2009
  • 최근에 이동국(MS)위치에 대한 정확한 위치 추정이 많이 요구되고 있다. 하지만, 기존 방법을 사용한 위치 추정 방법에는 많은 문제를 가지고 있다. 기지국(BS)은 이동국(MS)에서 전파한 전파를 수신하여 시간 지연에 따른 거리를 측정하고, 이동국(MS)에 근접한 기지국(BS)들을 선택하여 기존의 삼각측정법을 사용하여 위치를 추정한다. 이 방법은 참 위치와 추정된 위치가 많은 오차를 보이고 있다. 본 논문은 이동국(MS)의 위치를 추정하기 위해서 주변 기지국(BS)들을 선택하는 방법과 코사인 제 2법칙을 사용하여 각도를 추정하여 이동국(MS)의 위치를 추정하는 방법을 제안한다. 시뮬레이션을 통해서 기존 방법과 제안한 방법의 비교 검토하여 제안한 방법의 우수성을 증명한다.

농업용 저수지 유역의 보전전략 수립을 위한 특성평가지표 개발 (Development of Evaluation Indices for Preservation Strategies for Agricultural Reservoir Watersheds)

  • 장병관;황보철;황국웅
    • 한국조경학회지
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    • 제35권6호
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    • pp.14-20
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    • 2008
  • The agricultural reservoir watershed plan suggests three specific indices or ways to measure the potential for maintaining reservoir quality in balance with existing or proposed uses: an index of the reservoir's vulnerability to accelerated eutrophication, an index of the degree of land use intensity in reservoir watersheds, and an index of present water quality. Three items that contribute to reservoir eutrophication are included in the vulnerability index: the ratio of reservoir volume to drainage-basin area, shoreline configuration, and mean depth. The watershed land-use intensity index is based on road proximity and upland watershed land-use intensity. Water quality can be given a COD level. All six indicators are considered separately and then rated as follow: low (1), medium (2), or high (3). Five out of 30survey sites were less than 8points, 17sites were less than 11points and 8sites were less than 14points. This study suggests that the sites in the first ranking were potential areas for preservation, sites in the second ranking were potential areas for environmental friendly planning and sites in the third ranking were potential areas for residential need oriented planning. The advantage of this study is the low cost of gathering data for the development of local policy for the planning, management and protection of reservoir basin.

보호지역 경계조정을 위한 공간의사결정지원모델 연구 - 지리산 국립공원을 사례로 - (A Study on the Spatial Decision Making Support Model for Protected Areas Boundary (re)Design -A Case of Jirisan National Park-)

  • 성혜정;권혁수;서창완;박종화
    • 한국환경복원기술학회지
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    • 제14권3호
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    • pp.101-113
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    • 2011
  • The purpose of this study are to develop a SDSS (Spatial Decision Support System) that can incorporate diverse opinions of stakeholders related the designation of protected areas (PA), and to employ the model for the readjustment of the boundary line of the Jirisan National Park of Korea. The SDSS would lead to more rational and less controversial decision-making during the expansion or removal of PA in Korea. Research methods are as follows. Firstly, to select evaluation criteria for SDSS for PA designation by using expert interview and literature survey. Secondly, to measure their preferences on the designation of additional PA or the removal of a part of PA based on the opinions of various stakeholders such as local residents, environmental groups, or public officials. Thirdly, to produce conservation priority maps based on a multi-criteria decision making technique. The SDSS would be used to rational decision making for the expansion of PA or the release of a certain part of PA by reflecting diverse preferences on biodiversity conservation and economic interest of residents. The visualization of conservation priority maps would also increase the efficiency of such decision making processes. The evaluation criteria for the expansion of PA for biodiversity conservation includes vegetation conservation value, wildlife conservation value, and the habitats of key species. The evaluation criteria for the removal of PA includes the proximity to roads and the boundary of PA, land use types, and conservation zoning of the PA. Preference weights are based on data collected from the Jirisan National Park. Both the conservation priority and removal priority maps are based on land parcels so that property rights of all parcels would be correctly represented.

산업클러스터, 창조경제를 위한 정책수단으로의 가능성 (Industrial Cluster: Still a Valid Policy Tool for the Creative Economy in Korea?)

  • 주성재
    • 한국경제지리학회지
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    • 제16권4호
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    • pp.551-566
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    • 2013
  • 이 논문은 지난 10여 년간 우리나라가 채택한 산업클러스터 정책의 평가에 기초하여, 이 정책이 창조경제 실현을 목표로 하는 시대에서도 유효한 정책이 될 수 있을 것인지를 검토하고 향후 정책방향을 제시하기 위한 목적으로 작성되었다. 그동안의 산업클러스터 정책은 산 학 연 네트워킹의 개선과 혁신기반의 강화로 생산성 증가에 기여했지만, 정부 주도의 인위적 클러스터 만들기 정책으로 인해 개방적이고 유연한 클러스터의 발전이 이루어지지 못한 문제가 있었다. 산업클러스터는 창의성에 의한 혁신 유발과 가치창출이라는 창조경제의 선순환에 기여할 것으로 보았다. 그 효과를 극대화하기 위한 향후 정책방향으로서 지리적 집중과 상호 연계라는 클러스터의 본질에 충실할 것, 창조성이 보장되는 클러스터를 만들 것, 국지적-세계적 전략을 결합한 다중 스케일의 산업클러스터를 지향할 것, 지역정책과 산업정책 부문 간의 정합성을 확보할 것 등이 제안된다.

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아웃소싱 데이터베이스에서 데이터 프라이버시 및 질의 무결성을 지원하는 공간 변환 기법 (A Spatial Transformation Scheme Supporting Data Privacy and Query Integrity for Outsourced Databases)

  • 김형일;송영호;장재우
    • 정보과학회 논문지
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    • 제42권5호
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    • pp.652-663
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    • 2015
  • 위치 기반 서비스의 발전으로 인해, 일상에서 생성되는 공간 데이터의 양이 급격히 증가하고 있다. 이에 따라, 데이터 소유자의 공간 데이터베이스 관리 비용 절감을 위한 공간 데이터베이스 아웃소싱이 활발히 진행되고 있다. 데이터베이스 아웃소싱 시 가장 중요한 고려사항은 프라이버시 요구사항을 충족하고 질의 결과 무결성을 보장하는 것이다. 그러나 대부분의 데이터베이스 변환 기법은 데이터 프라이버시 보호와 질의 결과 무결성을 동시에 보장하지 못한다. 이러한 문제점을 해결하기 위해, 본 논문에서는 층밀림 변환, 회전 변환, 시프팅 변환을 활용한 공간 데이터 변환 기법을 제안한다. 또한, 데이터베이스 변환기법의 데이터 프라이버시 보호 정도를 측정하기 위한 공격 모델을 소개한다. 마지막으로, 성능 분석을 통해 제안하는 기법이 기존 기법에 비해 다양한 공격 모델로부터 높은 수준의 데이터 프라이버시 보호를 수행하며, 동시에 질의 결과 무결성을 보장함을 검증한다.

A Multi-Perspective Benchmarking Framework for Estimating Usable-Security of Hospital Management System Software Based on Fuzzy Logic, ANP and TOPSIS Methods

  • Kumar, Rajeev;Ansari, Md Tarique Jamal;Baz, Abdullah;Alhakami, Hosam;Agrawal, Alka;Khan, Raees Ahmad
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권1호
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    • pp.240-263
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    • 2021
  • One of the biggest challenges that the software industry is facing today is to create highly efficient applications without affecting the quality of healthcare system software. The demand for the provision of software with high quality protection has seen a rapid increase in the software business market. Moreover, it is worthless to offer extremely user-friendly software applications with no ideal security. Therefore a need to find optimal solutions and bridge the difference between accessibility and protection by offering accessible software services for defense has become an imminent prerequisite. Several research endeavours on usable security assessments have been performed to fill the gap between functionality and security. In this context, several Multi-Criteria Decision Making (MCDM) approaches have been implemented on different usability and security attributes so as to assess the usable-security of software systems. However, only a few specific studies are based on using the integrated approach of fuzzy Analytic Network Process (FANP) and Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) technique for assessing the significant usable-security of hospital management software. Therefore, in this research study, the authors have employed an integrated methodology of fuzzy logic, ANP and TOPSIS to estimate the usable - security of Hospital Management System Software. For the intended objective, the study has taken into account 5 usable-security factors at first tier and 16 sub-factors at second tier with 6 hospital management system softwares as alternative solutions. To measure the weights of parameters and their relation with each other, Fuzzy ANP is implemented. Thereafter, Fuzzy TOPSIS methodology was employed and the rating of alternatives was calculated on the foundation of the proximity to the positive ideal solution.

СЕВЕРО-ВОСТОЧНАЯ АЗИЯ В ПОВОРОТЕ РОССИИ НА ВОСТОК (Northeast Asia in Russia's Pivot to the East)

  • Kanaev, Evgeny
    • 분석과 대안
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    • 제1권1호
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    • pp.44-64
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    • 2017
  • Russia's push in the Asia-Pacific region stems from its interests that have the national, regional and global dimensions. In their turn, the aims of this policy are civilizational, geopolitical, economic and prospective, with a long-term outlook. In the course of their achievement, cooperation with Northeast Asia's countries will play one of the key roles owing to the factors of geographic proximity, Northeast Asia's economic potential, risk hedging and a growing influence Northeast Asia exerts upon the global development. A new cooperation paradigm between Russia and the states of Northeast Asia should be based upon establishing and cementing self-reproducing ties. This is the central aim of Russian initiatives in relations, with Japan, the Republic of Korea, Democratic People's Republic of Korea, Mongolia and China. However, numerous obstacles ranging from Russia's absence in the regional free trade agreements and supply-production chains of value-added production to the permanent international instability generated by Pyongyang's missile-nuclear developments hamper the practical implementation of this task. Realizing the necessity to give an additional impetus to this new cooperative paradigm, Russia has to develop directions with an apparent consolidating effect. The most promising may be the establishment of a permanent security forum based upon Northeast Asia Peace and Security Mechanism chaired by the Russian Federation. The urgency of this measure and its expected support stem from the necessity to strengthen security in Northeast Asia, a task neither the US-led hub-and-spoke system nor ASE-AN-led multilateral dialogue venues have been able to resolve. The issues addressed at the security forum must include the unification of approaches to North Korean nuclear issue and producing a document specifying actions of the claimants on the disputed maritime territories in the "direct contact" situations. At the expert level, Russia has elaborated on the idea to establish such a forum outlining the spectrum of the key directions of cooperation. With the urgency in the establishment of this dialogue venue, its agenda has to be coordinated with the agendas of the existing security systems presented by the US alliances and the ASE-AN-led multilateral negotiations. The practical implementation of this initiative will strengthen security in Northeast Asia as its challenges will be resolved in the pre-emptive way based on coordinated approaches. Therefore, Russia as the Eurasian state will be one of the role players in the advent of the Asian century.

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Development and performance evaluation of lateral control simulation-based multi-body dynamics model for autonomous agricultural tractor

  • Mo A Son;Hyeon Ho Jeon;Seung Yun Baek;Seung Min Baek;Wan Soo Kim;Yeon Soo Kim;Dae Yun Shin;Ryu Gap Lim;Yong Joo Kim
    • 농업과학연구
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    • 제50권4호
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    • pp.773-784
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    • 2023
  • In this study, we developed a dynamic model and steering controller model for an autonomous tractor and evaluated their performance. The traction force was measured using a 6-component load cell, and the rotational speed of the wheels was monitored using proximity sensors installed on the axles. Torque sensors were employed to measure the axle torque. The PI (proportional integral) controller's coefficients were determined using the trial-error method. The coefficient of the P varied in the range of 0.1 - 0.5 and the I coefficient was determined in 3 increments of 0.01, 0.05, and 0.1. To validate the simulation model, we conducted RMS (root mean square) comparisons between the measured data of axle torque and the simulation results. The performance of the steering controller model was evaluated by analyzing the damping ratio calculated with the first and second overshoots. The average front and rear axle torque ranged from 3.29 - 3.44 and 6.98 - 7.41 kNm, respectively. The average rotational speed of the wheel ranged from 29.21 - 30.55 rpm at the front, and from 21.46 - 21.63 rpm at the rear. The steering controller model exhibited the most stable control performance when the coefficients of P and I were set at 0.5 and 0.01, respectively. The RMS analysis of the axle torque results indicated that the left and right wheel errors were approximately 1.52% and 2.61% (at front) and 7.45% and 7.28% (at rear), respectively.