• 제목/요약/키워드: Source Selection and Evaluation

검색결과 69건 처리시간 0.022초

TOPSIS를 이용한 서낙동강 유역 비점오염 취약지역 평가 연구 (Evaluation of Non-point source Vulnerable Areas In West Nakdong River Watershed Using TOPSIS)

  • 갈병석;박재범;김예진
    • 한국지리정보학회지
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    • 제24권1호
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    • pp.26-39
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    • 2021
  • 본 연구는 낙동강수계 하류에 있는 서낙동강 유역을 대상으로 유역 및 오염원 특성을 조사하여 TOPSIS(Technique for Order of Preference by Similarity to Ideal Solution) 방법에 따른 소유역별 비점오염 취약지역을 평가하였다. 선정 방법은 평가인자 선정, 가중치 산정, 평가인자와 가중치를 통한 비점오염 취약지역 선정으로 구성되어 있다. 가중치 산정방법으로는 엔트로피법을 이용하고 평가기법으로는 다기준 의사결정 기법(Multi-criteria Decision Making, MCDM)인 TOPSIS를 이용하였다. 지표 자료는 2018년을 기준으로 수집하였으며, 전국오염원조사 자료와 국가통계자료를 활용하였다. 취약한 유역들은 대부분 도시화가 많이 진행된 지역이며 거주 인구수가 많고 산업시설 및 토지계 중 대지면적 비율이 높은 유역으로 평가되었다. 본 연구를 통하여 신뢰도 높은 비점오염 취약 평가를 위해서는 다양한 가중치 방법론의 접근이 필요하고 비점오염원에 영향을 주는 인자들에 대한 과학적 분석 및 영향성에 대한 고찰이 필요할 것으로 판단된다.

Minimum Message Length and Classical Methods for Model Selection in Univariate Polynomial Regression

  • Viswanathan, Murlikrishna;Yang, Young-Kyu;WhangBo, Taeg-Keun
    • ETRI Journal
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    • 제27권6호
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    • pp.747-758
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    • 2005
  • The problem of selection among competing models has been a fundamental issue in statistical data analysis. Good fits to data can be misleading since they can result from properties of the model that have nothing to do with it being a close approximation to the source distribution of interest (for example, overfitting). In this study we focus on the preference among models from a family of polynomial regressors. Three decades of research has spawned a number of plausible techniques for the selection of models, namely, Akaike's Finite Prediction Error (FPE) and Information Criterion (AIC), Schwartz's criterion (SCH), Generalized Cross Validation (GCV), Wallace's Minimum Message Length (MML), Minimum Description Length (MDL), and Vapnik's Structural Risk Minimization (SRM). The fundamental similarity between all these principles is their attempt to define an appropriate balance between the complexity of models and their ability to explain the data. This paper presents an empirical study of the above principles in the context of model selection, where the models under consideration are univariate polynomials. The paper includes a detailed empirical evaluation of the model selection methods on six target functions, with varying sample sizes and added Gaussian noise. The results from the study appear to provide strong evidence in support of the MML- and SRM- based methods over the other standard approaches (FPE, AIC, SCH and GCV).

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성인 학습자를 위한 평생교육으로서 패션 교육 (Fashion education as a lifelong education program for adult learners)

  • 남지영;박혜정
    • 복식문화연구
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    • 제20권6호
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    • pp.838-853
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    • 2012
  • The purpose of this study is to identify adult learners' decision making variables, satisfaction, and evaluation toward fashion education as a university lifelong education program. As decision making variables, this study included participation purpose, information source, and selection criteria for lifelong education center and program. Regarding satisfaction toward fashion education, this study included satisfaction toward program and satisfaction toward education condition and administrative services. Data were gathered by both questionnaires and focus group interview(FGI) with 12 adults who completed the program. While questionnaires were used for decision making variables and satisfaction, FGI was used for evaluation. Frequency was used to analyze the questionnaires and content analysis was used to analyze the results of FGI. The findings showed that respondents participated mostly because of hobby or interest and got information mostly from acquaintances. They regarded program contents as the selection criteria for lifelong education center. They also regarded lecturers' professionality as the selection criteria for the program and showed high satisfaction toward lecturers' passion. Regarding education condition and administrative services, they showed high satisfaction. FGI also showed the importance of individual competence, career development, a work-study program, a on-site study program, and lecturer. The results suggest methods to make university lifelong education programs more appealing to adults who want to attend universities for non-degree university programs.

Ranking Translation Word Selection Using a Bilingual Dictionary and WordNet

  • Kim, Kweon-Yang;Park, Se-Young
    • 한국지능시스템학회논문지
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    • 제16권1호
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    • pp.124-129
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    • 2006
  • This parer presents a method of ranking translation word selection for Korean verbs based on lexical knowledge contained in a bilingual Korean-English dictionary and WordNet that are easily obtainable knowledge resources. We focus on deciding which translation of the target word is the most appropriate using the measure of semantic relatedness through the 45 extended relations between possible translations of target word and some indicative clue words that play a role of predicate-arguments in source language text. In order to reduce the weight of application of possibly unwanted senses, we rank the possible word senses for each translation word by measuring semantic similarity between the translation word and its near synonyms. We report an average accuracy of $51\%$ with ten Korean ambiguous verbs. The evaluation suggests that our approach outperforms the default baseline performance and previous works.

중국 남자대학생들의 의복구매행동에 관한 연구 (A Study on Clothing Behavior of Male College Students in China)

  • 이옥희
    • 복식문화연구
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    • 제10권1호
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    • pp.89-101
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    • 2002
  • The purpose of this study was to investigate the effect of demographics and general clothing buying behavior of college male students in China. A questionnaire was developed to measure clothing purchasing motives, fashion information sources, evaluation criteria of apparel product, stores selection criteria, and general clothing buying behavior. The questionnaire was administered to 300 college male students in Dandong of China. The data was analyzed using percentage, frequency, mean, factor analysis, and ANOVA, duncan test. The results of the study were as fellows: 1. The clothing purchasing motives of consumers were significantly different depending on demographics. 2. The fashion information sources of consumers were significantly different depending on subjects, pocket money, and level of life. 3. The evaluation criteria of apparel product of consumers were significantly different depending on parent's jobs. 4. The stores selection criteria of consumers were significantly different depending on parent's school career, mother's jobs, household income. 5. Apparel buying places of consumers were in order of ; department stores, speciality stores, natural market. The buying frequency of apparel showed the most three times a year. The consumers were influenced by friends for apparel purchasing, and the method of payment mainly cash. 6. About purchase experience of the imported clothing, the 67% consumers answered 'yes', and the country of origin of the imported clothing were in order of ; Japan, Italy, France, Korea. The imported clothing satisfaction level of consumers were significantly different depending on demographics.

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HoleInOne 메타검색 시스템의 설계 및 구현 (Design and Implementation of HoleInOne Metasearch System)

  • 김현주;배종민
    • 한국멀티미디어학회논문지
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    • 제6권2호
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    • pp.360-373
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    • 2003
  • 본 논문에서는 제안된 관련성 분포 정보(Relevance Distribution Information: RDI)를 이용하여 메타검색 시스템을 제안한다. 이는 먼저 주어진 질의에 대하여 검색에 참여한 정보원(source)을 평가하고 질의에 가장 적합한 정보원을 선택한다. 그리고 정보원의 평가 결과에 따라 해당 정보원으로부터 검색 문서를 차별적으로 수집하고, 검색된 문서들은 정보원의 평가 값인 RDI를 기반으로 최종 검색 문서의 순위 매김을 수행한다. 이렇게 순위 매김 된 검색 문서는 단일 우선 순위를 가지는 검색 문서의 집합으로 수집하여 사용자에게 단일 검색 결과를 제공한다 이를 위해 본 논문에서 질의와 정보원 사이에 대한 RDI를 표현할 수 있는 평가요소들을 설계하고, 이들 평가 요소를 기반으로 RDI를 추출하는 방법을 제안하였다. 그리고 질의에 대하여 가장 좋은 정보원들을 분류할 수 있는 체계를 개발하여 사용자의 질의 에 대하여 최선의 정보원들을 선택할 수 있는 알고리즘을 제시하였다. 마지막으로 선택된 정보원으로부터 질의에 적합한 문서를 검색한 후에 이들을 순위 매김하고 수집하는 HoleInOne(wHOLE INformation ONEtime) 메타검색 시스템을 제시한다.

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공개출처정보를 활용한 사이버위협 평가요소의 중요도 분석 연구 (A Study on Priority Analysis of Evaluation Factors for Cyber Threats using Open Source Intelligence (OSINT))

  • 강성록;문미남;신규용;이종관
    • 융합보안논문지
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    • 제20권1호
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    • pp.49-57
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    • 2020
  • 우리는 일상생활 가운데 사이버위협에 노출된 채 살아가고 있다. 그럼에도 불구하고 많은 사이버위협 및 공격은 공격자, 공격목적, 피해규모 등을 명확히 식별하기 어렵고, 단일출처의 정보에 의존하게 되어 객관성 있는 정보를 획득하는 것이 제한된다. 이에 본 연구의 선행연구에서는 공개출처정보(Open Source Intelligence, OSINT)를 활용한 사이버공격 데이터베이스(Database, DB)를 구축하기 위한 새로운 방법론을 제시하였다. 본 연구는 사이버 위협을 정량화할 수 있도록 사이버공격 DB 중 사이버 위협 평가요소를 선정하고 그 평가요소에 대한 중요도를 분석하고자 한다. 사이버공격 DB 중 사이버위협의 상대적 중요도에 영향을 미치는 평가요소로 공격목적, 공격범주, 공격대상, 공격 용이성, 공격 지속성, 공개출처정보의 빈도를 선별하고, 각 평가요소들에 대한 하위 계층의 요소들을 선정한 후 각 요소들의 중요도를 계층분석적 의사결정방법(Analytic Hierarchy Process, AHP)을 활용하여 분석하였다.

수중음향 영상화를 위한 렌즈 제작 및 특성 평가 (Characteristics Evaluation of the Lens for Underwater Acoustic Imaging)

  • 조완호;권휴상;조요한;서희선
    • 한국소음진동공학회논문집
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    • 제26권6_spc호
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    • pp.687-696
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    • 2016
  • A series of process to design an acoustic lens for underwater imaging is reviewed and the method to evaluate characteristics of the lens is investigated. If the target specification of lens is given, the design process consists of the material selection, evaluation of its properties, lens geometry design, prediction of lens characteristics, manufacturing, and evaluation by measurement. In this study, an actual acoustical lens is made by cutting polymethylpentene block. The characteristics of lens are predicted by the hybrid method, combination of ray tracing and Rayleigh integral. For the direct comparison between the prediction and measurement results, a simulation method based on the equivalent source method is suggested to reflect the actual radiation pattern of transducer used for measurements. Finally, the measurement is conducted in a small water tank to observe the actual characteristics of the manufactured lens.

건강도시 평가의 원칙 (Principles for Evaluating Healthy Cities)

  • 김진희
    • 보건교육건강증진학회지
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    • 제29권4호
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    • pp.67-81
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    • 2012
  • Objectives: This article examines the diversity of healthy cities evaluation in practice and discusses the major conflicting issues in evaluating healthy cities to offer implications to academics and cities for application in their field. Methods: The author discusses issues on major topics that arose from a review of literature on selected articles from peer-reviewed journals, books and gray literature. The recently developed Korean Healthy Cities evaluation framework is used as a main source of reference. Results: Evaluating healthy cities is in itself a political process and requires multiple methodologies and diverse sources of data. Details of the evaluation process depend on the purposes and goals predetermined by the stakeholders. The Korean Healthy Cities evaluation framework applies these principles and suggests a participatory approach to evaluation, selection of indicators that provide evidence on the process of change and to use mixed evaluation methods. The involvement of stakeholders in the evaluation process can also be a useful tool to further strengthen partnerships and strategies for healthy cities. Conclusion: Cities need to engage more in evaluation activities and develop necessary skills and capacity to produce utility-driven evidence.

DEA기법을 이용한 함정무기체계의 구조적 효율성 평가방안 연구 (A Study on the Structural Efficiency Evaluation of Naval Weapon Systems through DEA Method)

  • 유윤진;최석철
    • 한국국방경영분석학회지
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    • 제36권3호
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    • pp.1-13
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    • 2010
  • 자료포락분석(DEA: Data Envelopment Analysis)기법은 민간 및 국방 분야에 있어서 조직 및 사업의 효율성 분석을 위해 폭넓게 활용되고 있다. 특히, 최근 국방분야에서는 방위산업체, 군병원 그리고 군시설공사에 DEA기법을 활용한 연구가 진행되었다. 본 논문에서는 DEA기법을 활용하여 함정무기체계 구조적 효율성 평가를 수행하였다. 함정무기체계의 효율성 평가를 통해 무기체계 획득시 ROC 결정이나 기종결정 등에 객관적인 의사결정 정보를 제공할 수 있을 것으로 기대된다.