• 제목/요약/키워드: Selection Capability

검색결과 350건 처리시간 0.024초

분류기 앙상블 선택을 위한 혼합 유전 알고리즘 (Hybrid Genetic Algorithm for Classifier Ensemble Selection)

  • 김영원;오일석
    • 정보처리학회논문지B
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    • 제14B권5호
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    • pp.369-376
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    • 2007
  • 이 논문은 최적의 분류기 앙상블 선택을 위한 혼합 유전 알고리즘을 제안한다. 혼합 유전 알고리즘은 단순 유전알고리즘의 미세 조정력을 보완하기 위해 지역 탐색 연산을 추가한 것이다. 혼합 유전 알고리즘의 우수성을 입증하기 위해 단순 유전 알고리즘과 혼합 유전 알고리즘 각각을 비교 실험하였다. 또한 혼합 유전 알고리즘의 지역 탐색 연산으로 두 가지 방법(SSO: 순차 탐색 연산, CSO: 조합 탐색 연산)을 제안한다. 비교 실험 결과는 혼합 유전 알고리즘이 단순 유전 알고리즘에 비해 해를 탐색하는 능력이 우수하였다. 또한 분류기들의 상관관계를 고려한 CSO 방법이 SSO 방법보다 더 우수하였다.

의미적 유사성에 기반한 온톨로지 선택 랭킹 모델 (Ontology Selection Ranking Model based on Semantic Similarity Approach)

  • 오선주;안중호;박진수
    • 한국전자거래학회지
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    • 제14권2호
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    • pp.95-116
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    • 2009
  • 지식 재사용 측면에서 기존의 온톨로지를 재사용할 수 있다면 많은 자원을 절약할 수 있을 것이다. 그러나 기존의 온톨로지를 활용하기 위해서는 보다 발전된 온톨로지 검색 기능이 요구된다. 현재까지 이루어진 관련 연구들에서는 주로 렉시컬 매칭기법을 사용하여 온톨로지를 검색하였다. 그러나 의미적 측면에서 문제점이 있으므로 본 연구에서는 관계의 의미적 유사성에 기반한 온톨로지 선택 랭킹 모델을 제안한다. 본 연구는 개념간 계층 구조와 관계를 온톨로지 검색에 이용함으로써 온톨로지의 선택 랭킹을 효과적이며 실질적으로 개선하였다. 또한 실험을 통해 연구 모델의 결과와 선행 연구의 결과, 온톨로지 전문가의 랭킹 결과를 비교 분석하고 연구 모델의 타당성을 검증하였다. 본 연구 결과는 온톨로지 검색 연구를 이론적으로 발전시켰을 뿐 아니라 실무적인 측면에서 실무자들이 온톨로지를 쉽게 찾아 재사용할 수 있도록 한다.

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전문 정보원으로서의 패션 파워블로그의 구성과 특징에 대한 탐색적 연구 (An Exploratory Study on the Configuration and Characteristics of Fashion Power Blogs as a Source of Information)

  • 홍인숙;이보람;오지영;임정은;노선영
    • 복식문화연구
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    • 제19권5호
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    • pp.1031-1048
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    • 2011
  • The purpose of this study was to investigate the status of domestic and foreign power blogs that serve as professional source of information and to clarify the difference of the criteria for the certification and selection of power blogs. The study also analyzed the configuration of contents and the characteristic of categories of the power blogs. Eleven domestic blogs were examined, of which ten were certified as power blogs on several portal sites and one blog was operating in English. Furthermore twelve foreign blogs were examined, of which ten blogs were selected from the graded list of www.alexa.com for the Fashion Power Blog TOP 20 adopted on www.telegraph.co.uk in 2009, and two noticeable blogs were selected additionally. Data were analyzed by both theoretical and exploratory studies. The exploratory study was conducted by fourteen majors, who took interest in the blogs and were divided into two groups to look at the domestic and foreign sites, from 12 October to 12 November in 2010. The types of blogs were classified by frequency analysis of interactivity, interest provision, information provision and purchase capability. The investigators checked the type of the contents of each blog and the frequencies were used for the classification type. The analysis showed that the frequencies were in the order of information provision, followed by interest provision, and purchase capability for foreign blogs, while interest provision was followed by information provision for domestic blogs. Interactivity, interest provision, information provision and purchase capability were generally reflected in foreign blogs. Rather than interest provision and information provision, however, interactivity and purchase capability were reflected relatively weakly in domestic blogs.

SW 공학수준과 SW 프로젝트 납기성과와의 관계 (Evaluation on the Relationship between Software Engineering Level and Schedule Deviation in Software Development)

  • 김승권;고병선
    • 한국IT서비스학회지
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    • 제10권4호
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    • pp.191-204
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    • 2011
  • Recently, many software companies are trying to improve the software quality and project outcome with more costs and efforts in development time. In the software convergence and integration environments, it is required efforts to gain high quality of software. In other words, it is required to utilize software engineering knowledge and technology for higher software quality and better software project productivity. The Software development productivity can be varied by software process capability according to building a framework for software development, selection and use of appropriate technology, human resource management. Software process capability will influence software project outcome which is the general opinion. This study provides empirical evidence about software engineering efforts and investment approach to lead software project performance. We measured the software engineering efforts by SW engineering level and analyzed the corelation between software engineering level and schedule deviation. And, we verified that this performance is affected by the size of software company. As a result, software process capability is important to build a infrastructure and develop systematically software project. The higher software engineering level can lead to improved software project performance.

소액 전자결제시스템 수용의지에 관한 실증연구 : 시스템 특성, 거래비용과 제공업체를 중심으로 (An Empirical Study on User Acceptance of Micro e-Payment Systems : System Features, Transaction Cost, and Provider)

  • 정석균;류창완;구태용
    • 산업경영시스템학회지
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    • 제33권4호
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    • pp.130-137
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    • 2010
  • This paper analyzes the main factors affecting user selection of a small-sum electronic payment system using survey data of 396 users. Several findings emerge. First, users consider three pillars and eight factors in adopting a new system : system features(stability, security, and flexibility), transaction cost(payment commission and settlement period), and financial capability of provider(stability of financial structure, risk management capability, and funding capability). Second, the stability of the financial structure of the system provider is the most important factor to user acceptance of a new e-payment system. Users tend to consider uncertainty risk more seriously than transaction cost. This reflects the reality that electronic payment system service industry has not fully fledged yet. Third, some moderating effects exist according to payment methods and business usages. As for payment methods, speedy settlement cycle for wired/wireless phone payment, system stability for credit card and account transfer payment, and security for advance payment means are crucial factors. As for business usages, the stability of financial structure for online game content, system stability for music and video content, proxy payment commission for e-learning content, flexibility of the payment system for digital adult content, and security for public services are decisive ones.

도금공정에서 최소기대손실을 위한 목표치의 설정 (Selection of target for the minimum expected loss in plating processes)

  • 박창순;김정준
    • Journal of the Korean Data and Information Science Society
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    • 제21권6호
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    • pp.1051-1060
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    • 2010
  • 도금공정에서는 도금두께의 규격한계는 주어지지만 대부분의 경우 목표치는 주어지지 않는다. 목표치가 주어지지 않았을 때 일반적으로 규격의 중심점이 목표치로 사용된다. 하지만 공정능력치가 크다면 규격의 중심을 목표치로 사용하는 것은 총 손실비용면에서 최선의 선택이 아니다. 이 논문에서는 총 손실비용을 생산비용과 손실함수의 합으로 정의하였고 기대 총 손실비용을 최소화 하는 목표치를 제안하였다. 그리고 그때의 공정능력치의 감소가 미미한 것을 보였다.

수도권 전압안정도 향상을 위한 100MVA STATCOM 위치선정 연구 (The Site Selection of 100MVA STATCOM for Voltage Stability Enhancement in Korean Metropolitan Area)

  • 장병훈;김수열;한정열;최돈근;송화창;이병준
    • 전기학회논문지
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    • 제56권9호
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    • pp.1543-1548
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    • 2007
  • This paper reports a study on determination of the adequate location of 100 MVA STATCOM regarding the transfer capability enhancement on the metropolitan interface as well as the economy in system operation. The base case in the study was established considering a scenario of the energy support to North Korea from the KEPCO (Korea Electric Power Corporation) system through a HVDC interconnection. In the base case, the energy support was approximately modeled with a load of 1500 MW, and by the load addition, the system was weakened in terms of voltage stability and transfer capability. After a thorough investigation on the case, the location of the STATCOM was decided to compensate the reactive deficit of the modified system and to maximize the operational benefit which can be estimated by FV analysis.

축을 따라 전파되는 초음파 모드의 선택적 측정이 가능한 센서 개발 (Development of sensors with mode-selective measuring capability of ultrasonic waves traveling on a cylindrical shaft)

  • 이호철
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2007년도 추계학술대회논문집
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    • pp.336-339
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    • 2007
  • A sensor having capability to measure two different kinds of ultrasonic waves selectively is described. Under the same bias field configuration, this magnetostrictive type sensor can selectively measure longitudinal waves and flexural ones. Since the switching operation of mode selection is made only by changing the polarity of the permanent magnets used to configure the bias field, it will be very useful after the permanent magnet are interchanged with electromagnets. In order to find the optimal operating bias field, finite elements analysis is used and the condition for flexural wave measurements to meet is found. The linearity of the sensor is verified by experiments and the requirements for linearity also are proposed.

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A guideline for evaluating EIS software packages

  • Byun, Daeho;Suh, Euiho
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 1994년도 춘계공동학술대회논문집; 창원대학교; 08월 09일 Apr. 1994
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    • pp.344-354
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    • 1994
  • In the development of executive information systems (EIS) the selection of an appropriate software package as a system building tool is regarded as a key technology. This paper attempts to shed some light on the evolving field of EIS software packages and provides a helpful Guideline for selecting the most suitable product by addressing significant considerations. A framework is presented that includes a six-step evaluation process: need analysis, team building, vendor survey, identification of decision criteria, and building an evaluation model and its verification. The major evaluation criteria of the full-featured software include: special functionality, reporting, graphics. decision support capability user friendliness, general functionality physical requirements, communication linkage, vendor support, cost related factors, performance, and documentation capability. An illustrative model using the analytic hierarchy process (AHP) method is also discussed to prove the appropriateness of our approach.

중소 사이버쇼핑숍 구현에서의 아웃소싱 결정요인에 관한 실증적 연구 (Factors Affecting Outsourcing Decisions in the Implementation of Small and Medium Sized Cyber Shopping Shops)

  • 정영수
    • Asia pacific journal of information systems
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    • 제12권2호
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    • pp.25-44
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    • 2002
  • The internet-based electronic commerce is considered as a new strategic alternative to boost competitiveness for small and medium-sized enterprises(SMEs). However, very little research about them has been reported. Meanwhile, the cyber shopping shops in Korea are growing rapidly in their numbers, scales, and diversity of business models. The primary purpose of this study is to investigate the factors influencing outsourcing decisions in the implementation of small and medium-sized cyber shopping shops. Based on the previous studies on IS outsourcing, marketing channel, and their related theories, three areas of determinants(IT & organizational, product, marketing channel characteristics) were identified. Responses of 125 cyber shopping shops from e-mail survey indicate that IT capability, technical specificity of shop implementation, degree of product customization, average amount of order, marketing capability are negatively associated with outsourcing of cyber shopping shop implementation. The results also indicate that the outsourcing decision on systems implementation and marketing channel selection(direct/indirect selling) is performed separately.