• 제목/요약/키워드: software project data

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요구사항 불확실성, 통제 표준화, 상호작용이 소프트웨어 품질에 미치는 영향 (The Effects of Requirement Uncertainty, Control Standardization, Interactions on Software Quality)

  • 김기윤;나관식;양동구
    • Asia pacific journal of information systems
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    • 제12권4호
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    • pp.101-120
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    • 2002
  • Risk management or risk-based approach of software project management was developed to explain the effects of requirement uncertainty, control standardization, interactions on software quality. Based on a prior theory, five hypotheses were derived and empirically tested using a survey design. Data from 117 members in 3 SI companies support for the path model, and three of five hypotheses. The results showed that decreases in requirement uncertainty and increases in control standardization were directly associated with increases in the interactions between user and project teams, which, in turn, led to increases software quality. The findings suggested that the direct effect on software quality is primarily due to the interactions between user and project teams, rather than requirement uncertainty and control standardization.

지식의 탐색(Exploration)과 활용(Exploitation)이 개방형협업의 성과에 미치는 영향: 오픈소스 소프트웨어 개발 프로젝트를 중심으로 (Impacts of Exploitation and Exploration on Performance of Open Collaboration: Focus on Open Source Software Development Project)

  • 이새롬;백현미;장정주
    • 지식경영연구
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    • 제18권2호
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    • pp.85-102
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    • 2017
  • With rapid development of information and communication technologies, open collaboration can be eased through the Internet. Open source software, as a representative area of open collaboration, is developed and adopted to various fields. In this research, based on organizational learning theory, we examine the impacts of exploration and exploitation on innovation performance in open source software development projects. We define knowledge exploration as a number of developers from outside organization and knowledge exploitation as the ratio of member of an organization who participated in an open source software project managed by the organization. For analysis, we collect data of 4794 projects from github which is a representative open source software development platform using Web crawler developed by Python. As a result, we find that excessive exploration has curvilinear (invers U-shape) relationship on project performance. On the other hand, exploitation with enough external developers will positively impact on project performance.

소프트웨어 개발형태 기반 개발기간 추정 연구 (A Study of Development Schedule Estimation Based on Development Type)

  • 박석규;김운용
    • 한국컴퓨터산업학회논문지
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    • 제7권3호
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    • pp.191-198
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    • 2006
  • 소프트웨어 측정분야는 30년 이상 수많은 연구가 있어 왔으나 아직까지 구체적인 소프트웨어 개발노력, 개발기간과 비용 추정 모델이 없는 실정이다. 소프트웨어 개발기간을 추정하기 위한 기존의 모델들은 사용된 데이터 크기가 적고 과거 프로젝트들을 대상으로 하고 있어 현재의 복잡하고 다양한 개발환경에 적용하는데 제약이 따른다. 따라서, Oligny et al.은 ISBSG Benchmark Release 4의 396개 프로젝트에 대해 개발기간이 개발플랫폼에 영향을 받음을 제기하여 각 개발플랫폼에 따른 개발기간 추정 모델을 제시하였다. 본 논문은 Oligny et al. 모델들을 ISBSG Benchmark Release 6의 534개 프로젝트에 대해 적용한 결과 개발기간이 개발플랫폼에 영향을 적게 받음을 밝혔다. 따라서, 개발기간에 보다 영향을 미치는 개발형태를 채택해, 개발형태에 따른 개발기간 추정 모델을 제시하였다. 제안된 모델들은 개발 플랫폼의 영향보다 개발기간 추정에 보다 많은 영향을 미침을 밝혔으며, 개발기간 추정시 개발형태별로 추정하는 모델 적용이 보다 타당함을 알 수 있다.

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소프트웨어유지보수 프로젝트의 투입인력 규모예측 모형 (An Effort Estimation Model for Software Maintenance Project)

  • 안연식
    • 한국컴퓨터정보학회논문지
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    • 제4권2호
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    • pp.61-69
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    • 1999
  • 본 연구에서는 소프트웨어 유지보수에 영향을 주는 생산성 요소들을 투입인력 특성, 소프트웨어의 기술적 특성 및 유지보수 환경특성 등 3개의 영역으로 구분하였다. 또한 실제 유지보수 프로젝트의 데이터를 수집하여 소프트웨어 유지보수 규모와 생산성 요소를 결합한 투입인력 규모예측을 위한 다양한 회귀모형을 통계적 분석에 의해 검증하였다. 결론적으로 소프트웨어유지보수 프로젝트의 투입인력 규모예측을 위해 가장 유의한 모형으로 요인점수에 의한 선형모형이 최종 모형으로 제시되었다.

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소프트웨어 결함 추이분석을 통한 테스트 프로젝트 개선방안에 대한 연구 (Study of the Improvement Measurement of Test project through Software Defect trend analysis)

  • 장진욱
    • 한국산학기술학회논문지
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    • 제16권1호
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    • pp.691-696
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    • 2015
  • 소프트웨어 결함에 대한 관심이 높아지고 있다. 기업은 소프트웨어를 개발하는 조직, 고객대응 조직, 품질관리 조직 등 다양한 방법과 채널을 이용하여 개선을 위한 노력을 하고 있다. 이렇게 수집된 결함 데이터 들을 그 조건과 용도에 맞게 분석하여 소프트웨어 결함을 최소화하고 나아가 제품품질 향상에 기여할 수 있다. 본 연구에서 기업용 소프트웨어의 결함 추이를 테스트 성숙도 모델을 기반으로 분석하여 결함 예방 프로세스를 수립하고 프로젝트에 적용하여 106개의 결함이 16개로 감소하였다. 본 연구는 소프트웨어 품질활동 중 기본이 되는 기존결함에 관심을 가짐으로서 최소한의 자원을 활용하여 소프트웨어 제품 품질을 개선할 수 있는 방안을 제시하는데 의의를 가진다.

A Comparative Study of Estimation by Analogy using Data Mining Techniques

  • Nagpal, Geeta;Uddin, Moin;Kaur, Arvinder
    • Journal of Information Processing Systems
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    • 제8권4호
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    • pp.621-652
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    • 2012
  • Software Estimations provide an inclusive set of directives for software project developers, project managers, and the management in order to produce more realistic estimates based on deficient, uncertain, and noisy data. A range of estimation models are being explored in the industry, as well as in academia, for research purposes but choosing the best model is quite intricate. Estimation by Analogy (EbA) is a form of case based reasoning, which uses fuzzy logic, grey system theory or machine-learning techniques, etc. for optimization. This research compares the estimation accuracy of some conventional data mining models with a hybrid model. Different data mining models are under consideration, including linear regression models like the ordinary least square and ridge regression, and nonlinear models like neural networks, support vector machines, and multivariate adaptive regression splines, etc. A precise and comprehensible predictive model based on the integration of GRA and regression has been introduced and compared. Empirical results have shown that regression when used with GRA gives outstanding results; indicating that the methodology has great potential and can be used as a candidate approach for software effort estimation.

A GIS, GPS, Database, Internet GIS $software{\copyright}$ The First Arabian GIS $Software\copyright}$

  • El-Shayal, Mohamed El-Sayed
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume II
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    • pp.695-697
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    • 2006
  • Elshayal $Smart{\copyright}$ software is an almost First Arabian GIS $software{\copyright}$ which completely developed by Arabian developers team and independent of any commercial software package. The software current Features are View and Edit shape files, build new layers, add existing layers, remove layers, swap layers, save layers, set layer data sources, layer properties, zoom in & zoom out, pan, identify, selecting features, invert selection, show data table, data query builder, location query builder, build network, find shortest path, print map, save map image, copy map image to clipboard, save project map, edit move vertex, edit move features, snap vertexes, set vertex XY, move settings, converting coordinate system, applying VB script, copy selected features to another layer, move selected features to another layer, delete selected features, edit data table, modify table structure, edit map features, drawing new features, GPS tracking, 3D view, etc... The software expected Features are: Viewing raster image and image geo-referencing, read other map formats such as DXF Format and Tiger Line Format.

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프로젝트 관리 정보시스템 품질이 프로젝트 성과와 사용자 만족도에 미치는 영향 (Investigating the Impacts of the Quality of Project Management Information System on Project Performance and User Satisfaction)

  • 박소현;이태원;김승철
    • 산업경영시스템학회지
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    • 제41권3호
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    • pp.50-60
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    • 2018
  • The use of Project Management Information System (PMIS) is increasing in project management industries such as construction, defense, manufacturing, software development, telecommunication, etc. It is generally known that PMIS helps to improve the quality of decision making in project management, and consequently improves the project performance. However, how much and which parts of project management performance are affected by PMIS still need to be studied further. The purpose of this study is to investigate the impact of PMIS quality on project management performance. We collected data from various project based industries such as construction, defense, manufacturing, software development and telecommunication by using survey questionnaire. PMIS quality was measured in three dimensions. They are system quality, information quality and service quality. Project management performance was measured in nine variables such as time reduction, work accuracy, cost management, etc. Statistical analyses such as multiple regression were used to analyze the data. The results showed that PMIS quality had significant impacts on the project management performance and user satisfaction. It was notable that only two dimensions out of the three PMIS quality dimensions, system quality and information quality, affected the project management performance. Also, it was found that PM performance played a mediating role between PMIS and user satisfaction, and between PMIS and reuse intention. The contribution of this research is that it helps to clarify what aspects of PMIS affect the project management performance and user satisfaction.

인공위성 화상자료를 이용한 북한의 간척자원 조사 (Investigation on Tideland Reclamation Projects in North Korea using Satellite Image Data)

  • 조병진;이지근;안기원
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 1999년도 Proceedings of the 1999 Annual Conference The Korean Society of Agricutural Engineers
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    • pp.175-180
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    • 1999
  • The purpose of this study is to investigate on tideland recalamation project as a part of situation on farm land improvement measures in North Korea. By using satelite image data beyond the national boundaries, it makes possbile to analyze tideland reclamation projects, and owing to the developed software and procedure we can analyze data regardless of difference in data acquistion date. Satellite image data LANDSAT JEARS-1 data are mainly used, and analyzing software ER Mapper, ERDAS , IDRISI are used . Reclamation survey result made by the ministry of unification in 1994 were examined by means of remote sensing using satellite image data. The results are ; Completed and/or partly completed project are 24, 596ha and planned are about 142, 223 ha, 166, 819 ha in total. However, they already reported about 300 thousand ha would be reclamined from the sea in early 1980.

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한국형 합동 전술데이터링크체계의 소프트웨어 신뢰성 시험수행 방안에 관한 연구 (A Study on the Weapon System Software Reliability Testing for the Joint Tactical Data Link System Project Case)

  • 송영중;이윤정;구영훈
    • 한국전자통신학회논문지
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    • 제17권4호
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    • pp.663-670
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    • 2022
  • 본 연구는 한국형 합동 전술데이터링크 체계 사업의 사례를 통해 무기체계 소프트웨어 개발 및 관리 매뉴얼에서 규정하고 있는 무기체계 소프트웨어 신뢰성 시험이 정의되기 전에 획득한 소프트웨어 자산을 안정적으로 무기체계에 통합하는 방안을 제시한다. 이를 위하여 무기체계 소프트웨어 신뢰성 시험에 대한 개요와 한국형 합동 전술데이터링크체계 사업의 특성에 따른 신뢰성시험 적용의 문제점을 기술하고, 각 문제점에 대한 사업의 결정안과 이를 통한 기대 효과를 기술한다.