• Smart Media Journal
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• v.11 no.7
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• pp.19-27
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• 2022

The artificial intelligence software market is expected to grow sixfold from 2020 to 2025. However, the software development process is not standardized and there is no standard for calculating the cost. Accordingly, each AI software development company calculates the input man-hours according to their respective development procedures and presents this as the basis for the development cost. In this study, the development stage of "artificial intelligence-based software" that learns with a large amount of data and derives and applies an algorithm was defined, and the required labor was collected by conducting a survey on the number of man-hours required for each development stage targeting developers. Correlation analysis and regression analysis were performed between the collected man-hours for each development stage, and a model for predicting the man-hours for each development stage was derived. As a result of testing the model, it showed an accuracy of 92% compared to the collected airborne effort. The man-hour prediction model proposed in this study is expected to be a tool that can be used simply for estimating man-hours and costs.

• The KIPS Transactions:PartD
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• v.14D no.6
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• pp.641-648
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• 2007

To develop a dynamic system project in which the requirement changes frequently, it's impossible to finish the development within a fixed-cost due to additional budget occurring in need of requirement creep. To manage the successive project within a fixed-cost, it's better to manage the ratio of necessarily changed size of project and necessary optional requirement. According to Bhagwat, it is occurred in the construction phase. Also, he stated that the software development cost, construction phase cost and requirement cost are equal and it was wrong explanation in the ratio of requirement creep and optional requirement. This paper assumes the requirement creep to be happening in the phase of elaboration and construction. In addition, some differences were supposed to happen between software development cost, construction phase cost, and requirement creep cost. As a result, the reality was preferred rather than the ratio of optional requirement and the ratio of requirement creep.

• Proceedings of the Korean Society for Agricultural Machinery Conference
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• 2003.02a
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• pp.490-495
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• 2003

농업기계 이용비용 절감을 위해서는 영농규모와 사용목적에 맞는 적절한 규격의 농업기계를 선택하여 사용하는 것이 필요하나 농업기계의 선택과 관련하여 농업인이 참고할 만한 자료가 미흡한 실정이다. 이에 따라 농업기계의 기종별, 규격별로 경제적으로 이용 가능한 규모와 소요비용에 대해 농업인이 쉽게 이용할 수 있는 자료의 개발, 보급이 필요한 실정이다. 따라서, 본 연구에서는 농업인이 농업기계의 경제적 이용규모와 소요비용 등을 시산 할 수 있는 프로그램을 개발하고, 이 프로그램을 이용하여 부담면적과 기계이용비용, 손익분기 규모를 시산 하였다. (중략)

• Journal of the Korean Society for Aeronautical & Space Sciences
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• v.39 no.6
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• pp.567-575
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• 2011

The development of space launch vehicle is an important step to advance to developed countries in the space area. It is also so risky due to necessity of huge costs and longer development period. The accuracy of cost estimation is important to develop a space launch vehicle successfully and efficiently. It is also necessary to estimate production and operation cost in order to develop commercial space launch vehicle possessing competitiveness. In this paper, Korean factors to be able to reflect the current state of workforce, average working hours and technology readiness level in Korea were analyzed to estimate production and operation cost of space launch vehicles that are developed in Korea. Korean factors have been applied to production and operation cost estimation of KSLV-II based on TRANSCOST. We evaluated the competitiveness level of KSLV-II as the commercial launch vehicle in the commercial launch services market by comparing with cost per flight of foreign launch vehicles.

• Journal of the Korean Society for Aeronautical & Space Sciences
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• v.40 no.4
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• pp.364-374
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• 2012

The purpose of this study is to perform the reliability-corrected development cost estimation of the launch vehicle at the conceptual design phase. In order to estimate the launch vehicle development cost, the estimation method based on the independent variable such as the rocket performance and dry mass has been mainly implemented up to now. This approach has made the approximate cost estimation possible, however, the cost variation according to the reliability requirement could not be reflected. In this paper, the cost estimation methodology that introduces the reliability factor in addition to the performance and mass in the TRANSCOST model is presented in order to improve the limitation of current cost estimation method. The development cost of KSLV(Korea Space Launch Vehicle)-II is estimated on the basis of this newly implemented concept with reliability as an added parameter.

• Proceedings of the Korea Information Processing Society Conference
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• 2016.04a
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• pp.536-538
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• 2016

최근 소프트웨어가 사회에서 하는 일이 점점 더 증가함에 따라 소프트웨어의 개발비용도 함께 증가하고 있다. 소프트웨어의 개발비용 중 에러를 찾아내는 소프트웨어 테스팅이 상당한 부분을 차지하고 있는데 테스팅에 소요되는 비용 때문에 테스팅을 등한시 하는 경우가 많다. 그럼에도 불구하고 소프트웨어의 기능 추가나 변경이 이루어질 때마다 테스트를 진행하여야 소프트웨어의 에러를 최소화할 수 있다. 하지만 개발이 진행될수록 소요되는 비용이 증가하는 경우가 많아 실제 소프트웨어 개발에선 개발 기한이 다가올수록 회귀 테스트를 기피하게 된다. 본 논문에서는 이러한 문제를 해결하기 위해 소프트웨어의 개발을 진행하면서 형상관리를 통해 소프트웨어의 변경이 있을 때마다 회귀 테스트를 자동으로 수행해주는 도구를 제안한다.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.26 no.5A
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• pp.713-719
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• 2001

가입자망을 위한 구축비용 산출 도구인 CETAN은 FTTC(Fiber-To-The-Curve) 가입자망 계획시 효과적인 비용 산출을 위하여 개발되었다. CETAN은 수동모드와 자동모드의 두 가지 운용 모드를 가지고 있다. 수동모드는 사용자에 의하여 어떤 특정지역의 장비들 값을 설정한 후에 비용 산출 함수들을 이용하여 그것을 자동으로 계산해 주는 모드이고, 자동모드는 대략적인 비용 산출을 위하여 수많은 비용 요소들을 고려하는 대신에 몇 개의 중요한 비용 요소만을 이용하여 빠르게 비용 산출을 할 수 있게 해주는 모드이다. 개선된 GUI는 또한 서로 다른 구조들의 비용을 쉽게 비교할 수 있도록 해준다. FTTC 구조에서 CETAN을 이용해 산출한 몇 가지 비용 산출 결과들을 비교 토의하였다.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.4 no.5
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• pp.907-917
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• 2000

In this paper the network costing model alternatives for reasonable interconnection charging are suggested. The current interconnection charge regimes is based on fully distributed costing method. Basically this method doesn't consider the common carrier's efficient network cost because it reflects the actual cost of network In this paper, 1 suggest the basic structure of the network costing model fur applications of incremental costing method that considers the efficient cost based on economics-prospective. And I classify network cost with capital cost and operating cost and analysis their reasonable costing methods.

• Journal of the Korean Institute of Landscape Architecture
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• v.17 no.1
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• pp.29-42
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• 1989

도시공원의 합리적인 유지관리를 위해서는 계획 및 설계단계에서 관리체계 및 비용의 주의깊은 분석이 요구된다. 공원의 유지관리문제를 계획 및 설계단계에서 고려하여 처리할 수 있는 방법론이 개발되어짐으로써 보다 합리적인 계획 및 설계가 이루어 짐과 동시에 이상적인 유지관리가 행해 질 것으로 예상된다. 본 연구에서는 Columbus시의 도시공원을 Sampling 하여 유지관리비용(maintenance cost)을 분석하고 계획 및 설계단계에서 유지관리비용을 줄일 수 있는 한 시도로써 Simulation Model을 개발해 보았다. 앞으로 컴퓨터 정보교환체계(Interactive computer information system)를 적절히 활용한다면 도시공원계획 및 유지 관리에 보다 큰 발전이 예상된다. 이와같은 연구를 보다 발전시키기 위해 1)상세한 유지관리비용의 분석, 2) 관리비용을 절감시킬수 있는 설계기준(Criteria)의 설정, 3)계획·설계·관리를 연결시킬 수 있는 컴퓨터 정보교환체계(Interactive computer Information system)의 개발등이 더욱 연구되야 할 것으로 생각된다.

• The KIPS Transactions:PartD
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• v.16D no.5
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• pp.729-736
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• 2009

The accurate estimation of software development cost is important to a successful development in software engineering. Until recent days, the model using regression analysis based on statistical algorithm and machine learning method have been used. However, this paper estimates the software cost using support vector regression, a sort of machine learning technique. Also, it finds the best set of optimized parameters applying genetic algorithm. The proposed GA-SVR model outperform some recent results reported in the literature.