• Journal of the Korean Data and Information Science Society
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• 제24권4호
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• pp.835-845
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• 2013

데이터 마이닝닝 기법들 중에서 연관성 규칙 마이닝 (association rule mining)은 대용량의 사건 발생 기록 데이터로부터 항목 간의 연관성을 측정하는 기법이다. 이 기법은 매우 방대한 양의 상품 또는 서비스 거래 기록 데이터로부터 항목들 간의 연관성을 측정하는 기법으로 제조업, 유통업, 보험업, 의료 및 교육 분야 등 많은 분야에 적용되고 있다. 의미 있는 연관성 규칙을 탐색하기 위한 흥미도 측도는 크게 객관적 흥미도 측도와 주관적 흥미도 측도, 그리고 의미론적 흥미도 측도로 분류할 수 있다. 이와는 별개로 기준 확인 또는 증거 지원과 관련된 측도들을 개발하기 위해 많은 시도가 있었으나 기준 확인 측도에 대한 연관성 평가 기준 조건 충족 여부나 기본적인 연관성 평가 측도인 지지도, 신뢰도, 그리고 향상도 등과의 관계는 아직 규명되지 않았다. 이에 본 논문에서는 가장 많이 활용되고 있는 비대칭적 기준 확인 측도에 대해 흥미도 측도의 기준에 대한 조건 충족 여부를 검토하는 동시에 기본적인 연관성 평가 측도들과의 관계를 수식을 통해 유도한 후, 예제를 통해 연관성 규칙의 관점에서 기준 확인 측도의 유용성을 살펴보았다. 그 결과, 본 논문에서 고려한 모든 기준 확인 측도들이 흥미도 측도의 기준에 대한 조건들을 모두 만족하였다. 또한 이들을 기본적인 연관성 평가 기준인 지지도, 신뢰도, 그리고 향상도와의 관계를 식을 통해 규명한 동시에 방향성과 행태적 해석 가능성을 예제를 통해 확인할 수 있었다. 특히 이들 측도 중에서 Kemeny와 Oppenheim이 제안한 측도와 Rips가 제안한 측도가 가장 바람직한 연관성 평가 기준으로 활용할 수 있다는 사실을 확인할 수 있었다.

• 한국융합학회논문지
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• 제5권4호
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• pp.27-32
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• 2014

정보보안 정책은 산업융합의 흐름에 맞추어 융합보안시대가 가속화되어가고 있는 요즈음 조직의 보안을 실현하고 지속하는데 필요한 가장 중요한 도구 중 하나이다. 하지만, 지금까지도 정보보안 정책의 효과성을 측정하는 연구는 많이 부재한 실정이다. 본 연구의 목적은 정보보안 정책의 효과성을 측정할 수 있는 측정지표를 개발하는 것이다. 이를 위해 데이터 품질, 정보 품질에 관한 문헌을 기반으로 품질의 기반 요인들을 살펴보았다. 문헌 검토결과 내용 관점에서 정확성, 완전성, 해석의 용이성, 관련성 등을 그리고 형식 관점에서 이해의 용이성, 표현의 간결성, 그리고 적정성 등이 정보보안 정책의 품질을 측정하기 위해 중요한 구성요소라 판단된다.

• 통상정보연구
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• 제10권4호
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• pp.439-455
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• 2008

The SPS Agreement, concluded in the Uruguay Round for the purpose of controlling SPS risks, has traditionally been recognized to maintain the narrowest scope of application compared with TBT Agreement and GATT in relation with environmental provisions. Contrary to such an understanding on the scope of the SPS Agreement, the panel in the EC-Biotech case found that the SPS Agreement extends to regulate trade-restrictive measures on Genetically Modified Organizations(GMOs) causing health and environmental risks. This expanding scope of the SPS Agreement would have substantial influence on domestic environmental regulations as well as Multilateral Environmental Agreements(MEAs). This paper discusses the consequences of an expanding ambit for the WTO SPS Agreement through the designation of a wider range of health and environmental regulations affecting trade as SPS measures. As a result, not only precautionary measures on GMO risks, but also other health and environmental measures with trade impacts, could be subject to SPS control, and consequently, the institutional rigors of the WTO regime. However, strict and literal interpretation of the SPS provisions to expand its applicable scope would cause concerns about the WTO's intervention on the purely environmental measures. Pursuing harmonized and flexible interpretation of provisions on environment-related conflicts as well as accepting precautionary principle included MEAs will contribute to reduce such kind of concerns.

• 한국재난정보학회 논문집
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• 제7권4호
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• pp.305-315
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• 2011

본 연구에서는 김수철 사건이후 각계각층의 전문가들의 노력 및 정부의 재발 방지를 다짐하며 학교 안전강화 대책을 연이어 내 놓았지만 외부로부터의 위험은 감소하지 않고 있는 실정이다. 외부로부터의 위험을 예방하고 최소한으로 피해를 줄이기 위해서는 가장 기초적인 안전대책의 강구와 인식의 변화를 통한 안전대책의 재평가와 개선방안이 시급하다. 따라서 학교 안전대책 방안을 위하여 현재 실시하고 있는 배움터지킴이제도와 학교 보안관제도 그리고 더 나아가 경비업체와의 협력과 인력의 확충을 통하여 학교 안전을 도모하고 외부인이 자유롭게 출입을 하지 못하도록 CPTED의 기법을 활용하고 학교 외곽에 외부인이 출입이 자유롭지 못하도록 담장을 설치하고 실제적인 감시와 통한 범죄예방과 대처를 위한 CCTV의 확충과 장치를 보완을 통하여 각각의 안전대책 방안을 효과적이고 통합적으로 운용할 수 있도록 한다.

• Journal of Information Processing Systems
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• 제17권1호
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• pp.107-123
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• 2021

In an online shopping site or offline store, products purchased by each customer over time form the purchase history of the customer. Also, in most retailers, products have a product taxonomy, which represents a hierarchical classification of products. Considering the product taxonomy, the lower the level of the category to which two products both belong, the more similar the two products. However, there has been little work on similarity measures for sequences considering a hierarchical classification of elements. In this paper, we propose new similarity measures for purchase histories considering not only the purchase order of products but also the hierarchical classification of products. Unlike the existing methods, where the similarity between two elements in sequences is only 0 or 1 depending on whether two elements are the same or not, the proposed method can assign any real number between 0 and 1 considering the hierarchical classification of elements. We apply this idea to extend three existing representative similarity measures for sequences. We also propose an efficient computation method for the proposed similarity measures. Through various experiments, we show that the proposed method can measure the similarity between purchase histories very effectively and efficiently.

• 웰빙융합연구
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• 제6권1호
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• pp.1-7
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• 2023

Purpose: Fine dust is classified as a group 1 carcinogen and poses a significant environmental problem that urgently requires improvement to protect the environmental rights of citizens. Given the difficulty of implementing measures to reduce overseas sources of fine dust, it is essential to first devise specific measures to address domestic emission sources. As such, this study aims to analyze the correlation between earthwork volume control and fine dust concentration as preliminary management measures to reduce the impact of scattering dust at construction sites. Based on real-time air quality information, field management measures will be presented to mitigate the effects of dust emissions. Research design, data and methodology: As examples, we selected construction sites that had recently undergone small-scale environmental impact assessment consultations. The standard earthwork volume was classified into grades using 20% intervals, and we applied AERMOD to predict the weighted concentration of fine dust based on the earthwork volume class and analyzed its correlation. Results: The results of this study demonstrate a strong correlation between earthwork volume and fine dust concentration. By utilizing the correlation analysis between earthwork volume and fine dust concentration on-site, this finding can be utilized as an effective fine dust management plan. Conclusions: This involves determining the daily earthwork intensity based on real-time air quality information and implementing measures to reduce scattering dust.

• 대한인간공학회지
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• 제29권5호
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• pp.819-829
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• 2010

By referring thirty-seven previous studies on manual material handling (MMH), this paper analyzed guidelines and main factors of one-handed tasks. The previous studies concerned main factors of distance, weight, frequency, posture, gender, age, training, direction of force, height of the force exerted, and object shape and size. Based on these factors, the criteria used to understand one-handed tasks were objective measures of maximum strength, reaction force, etc., psychophysical measures of maximum acceptable frequency and weight, etc., and physiological measures of oxygen uptake, heart rate, electromyography, etc. An allowance threshold model regarding quantitative and objective fatigue and workload would be suggested for future research. This study would be expected that it serve to establish and Korean recommendations of one-handed tasks.

• International Journal of Fuzzy Logic and Intelligent Systems
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• 제10권4호
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• pp.275-280
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• 2010

Verification of efficiency in data management fuzzy entropy and similarity measure were discussed and verified by applying reliable data selection problem and numerical data similarity evaluation. In order to calculate the certainty or uncertainty fuzzy entropy and similarity measure are designed and proved. Designed fuzzy entropy and similarity are considered as dissimilarity measure and similarity measure, and the relation between two measures are explained through graphical illustration. Obtained measures are useful to the application of decision theory and mutual information analysis problem. Extension of data quantification results based on the proposed measures are applicable to the decision making and fuzzy game theory.

• 대한원격탐사학회:학술대회논문집
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• 대한원격탐사학회 2004년도 Proceedings of ISRS 2004
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• pp.14-16
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• 2004

Although there have been wide range of studies to characterize forest stands based upon spectral information of satellite image, it was not fully understood the texture information of forest stand using high resolution data. The objective of this study is to evaluate several texture measures for characterizing forest stand structure, such as species composition, diameter at breast height(DBH), stand density, and age. High resolution IKONOS satellite imagery data were acquired in August 200 lover the forested area near Ulsan, Korea. Primary forest types were plantation pine, mixed forest, and natural deciduous forest of stand age ranging from 10 to 50 years old. Several GLCM-based texture measures were compared with forest stand characteristics. In overall, a texture measure (contrast) calculated using red band were better to differentiate species and age group than other texture measures and near infrared bands.

• Journal of the Korean Statistical Society
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• 제27권3호
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• pp.289-303
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• 1998

For square contingency tables with ordered categories, Tomizawa (1995) considered two kinds of measures to represent the degree of departure from global symmetry, which means that the probability that an observation will fall in one of cells in the upper-right triangle of square table is equal to the probability that the observation falls in one of cells in the lower-left triangle of it. This paper proposes a generalization of those measures. The proposed measure is expressed by using Cressie and Read's (1984) power divergence or Patil and Taillie's (1982) diversity index. Special cases of the proposed measure include TomiBawa's measures. The proposed measure would be useful for comparing the degree of departure from global symmetry in several tables.