• Journal of the Korean Society for Railway
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• v.20 no.3
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• pp.413-422
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• 2017

In this study we investigate the importance of the subway station using network centrality measures. For centrality measures, we have used betweenness centrality, closeness centrality, and degree centrality. A new measure called weighted betweenness centrality is proposed, that combines both traditional betweenness centrality and passenger flow between stations. Through correlation analysis and power-law analysis of passenger flow on the Seoul metropolitan subway network, we have shown that weighted betweenness centrality is a meaningful and practical measure. We have also shown that passenger flow between any two stations follows a highly skewed power-law distribution.

• Journal of the Korean Society for information Management
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• v.33 no.2
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• pp.61-76
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• 2016

This study aims at proposing three prestige indices-closeness prestige, input domain, and proximity prestige- as useful measures for the impact of a particular node in citation networks. It compares these prestige indices with other impact indices as it is still unknown what dimensions of impact these indices actually measure. The prestige indices enable us to distinguish the most prominent actors in a directed network, similar to the centrality indices in undirected networks. Correlation analysis and principal component analysis were conducted on the author citation network to identify the differentiated implications of the three prestige indices from the existing impact indices. We selected simple citation counting, h-index, PageRank, and the three kinds of centrality indices which assume undirected networks as the existing impact measures for comparison with the three prestige indices. The results indicate that these prestige indices demonstrate distinct impact dimension from the other impact indices. The prestige indices reflect indirect impact while the others direct impact.

• The Journal of the Korea Contents Association
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• v.20 no.9
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• pp.355-364
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• 2020

The performance plan of the budget was introduced to link the budget with the performance and to implement performance-oriented policies. This study reviewed the adequacy of indicators of the 2020 agricultural sector budget performance plan to find out how performance indicators were planned and achieved. As a result, there were problems such as low linkage between policy projects and targets, weighting of performance indicators and unclear grounds for targets, and underwhelming performance indicators. To improve these problems, challenging performance indicators and the establishment of practical performance indicators through incentives is necessary.

• The Journal of the Korea Contents Association
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• v.19 no.3
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• pp.261-274
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• 2019

This paper aims to develop an appropriate methodology for establishing an investment strategy for 'demonstration of artificial rainfall technology using UAV' and that include establishment of a technology classification, set of indicators for technology evaluation, suggestion of final key technology as a whole study area. It is designed to complement the latest research trend analysis results and expert committee opinions using quantitative analysis. The key indicators for technology evaluation consisted of three major items (activity, technology, marketability) and 10 detailed indicators. The AHP questionnaire was conducted to analyze the importance of indicators. As a result, it was analyzed that the attribute of the technology itself is most important, and the order of closeness to the implementation of the core function (centrality), feasibility (feasibility). Among the 16 technology groups, top investment priority groups were analyzed as ground seeding, artificial rainfall verification, spreading and diffusion of seeding material, artificial rainfall numerical modeling, and UAV sensor technology.

• Proceedings of the Korea Information Processing Society Conference
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• 2012.11a
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• pp.1724-1727
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• 2012

기업들은 ITIL 기반의 IT 서비스 관리체계 도입으로 IT 서비스에 대한 객관적인 가치 평가를 기대하고 도입한다. 하지만 기업들의 IT 서비스 관리체계의 성과지표들은 관리 중심적인 성과모델로써 가치 평가보다는 IT 운영 관리 중심으로 활용되고 있으며, IT 거버넌스의 전략적 의사결정을 위한 가치 연계와 책임 추적성, 성과 측정 및 위험 관리를 지원하지 못하고 있다. 가치 중심의 성과지표 모델을 통해 IT 거버넌스를 지원하고, 기업의 지속적이고 체계적인 투자관리를 통해 기업 가치 향상과 투명한 IT 투자에 기여하길 기대한다.

• Proceedings of the KOR-KST Conference
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• 2003.02a
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• pp.97-116
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• 2003

본 연구에서는, 기존의 악세스빌리티지표가 다양한 효과를 고려하지 못한다는 점에 착안하여, 새로운 악세스빌리티지표를 개발하였다. 노드의 중심성을 나타내는 중심도함수에 근거해, 네트워크 악세스빌리티지표(Netword Accessibility Index)와 철도이용자의 효용최적화의 관점으로부터 유틸리티 악세스빌리지표(Utility Accessibility Index)를 제안하였다. 그리고, 본 연구에서 제안한 지표가 종래의 지표보다 철도건설에 따른 편익치를 보다 정확하게 나타내는지를, 서울시지하철5호선과 오사카JR동서선의 개업효과를 계측함으로써 검증하였다. JR동서선의 경우, 중심지까지의 기존노선이 기설되어 있어 소요시간 단축효과보다 수송력증강과 철도네트워크의 확충에 의한 효과가 보다 크게 반영되었다. 또한, 위에서 산출한 편익치를 환수하기위한 기초데이타로 활용해, 고정자산세와 토지양도 소득세를 적용해 환원액을 산출하였다. 그리고, 이렇게 구한 환원액을 특정재원화시켜, 지하철5호선과 JR동서선의 사업주체에 보조해, 사업자의 채산성에 어떠한 영향을 미치는지, 신선건설비를 부담하는 해당 지자체의 비용부담을 어느정도 경감시킬 수 있는지를 정량적으로 밝혔다.

• KSCE Journal of Civil and Environmental Engineering Research
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• v.34 no.6
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• pp.1893-1899
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• 2014

This study is to suggest strategies of specialty contractors that provide labors oriented engineering service by interaction analysis between construction business indicators and business performance indicators. For specialty contractors that mainly provides labor oriented engineering service, the amount of construction orders imposes lasting impact to the turnover ratio of current assets supposedly because they are operating current assets to secure labor. In other words, this type of specialty contractors are focused on mobilization of labor not materials or equipment. So, it is determined that they will be able to increase revenue by operating current assets to address current liabilities and labor mobilization.

• Journal of the Korea Institute of Building Construction
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• v.14 no.5
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• pp.459-465
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• 2014

This study is to suggest specialty contractors with countermeasures to construction orders falling off, one of the construction business indicators for the construction industry, by analyzing the impact of dwindling construction orders to business performance indicators of specialty contractors as well as identifying inter-relationships between those performance indicators. To do this study, a data was analyze for construction business indicators and business performance indicators of specialty contractors providing heavy equipment. For specialty contractors that provide and utilize heavy equipment, the amount of construction orders is imposing a lasting impact to the turnover ratio of current assets. Therefore, it is determined that a business strategy needs to be established in order to secure current assets to respond to decrease in construction orders.

• Proceedings of the Technology Innovation Conference
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• 2004.02a
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• pp.246-263
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• 2004

신뢰성 있는 프로젝트 가치평가를 위해서는 프로젝트 투자에 의해 발생하는 효과들을 정확하게 파악하고, 이를 계량적이고 객관적으로 측정할 수 있는 평가방법론을 개발하는 것이 매우 중요하다. 전통적으로 제조시스템에서의 프로젝트 가치평가는 재무적 방식에 의한 평가에 기초해 왔다. 그러나 제조시스템에서의 프로젝트 가치평가는 재무적 방식에 의한 평가에 기초해 왔다. 그러나 제조시스템에서 품질, 재고, 리드타임 등 비재무적 성과지표를 화폐가치로 정량화하는 것은 매우 어렵다. 따라서 최근에는 재무적 성과지표와 비재무적 성과지표를 모두 고려하는 성과지표 중심의 프로젝트 평가방법의 개발이 보편화되고 있으며, 전통적인 프로젝트 평가에서는 고려하지 않았던 불확실성을 확률분포로 고려하는 평가방법의 개발이 요구되고 있다. 그러나 현재까지 성과지표 간의 상호관계를 고려하여 프로젝트 투자에 의한 개별 성과지표의 개선을 정량적으로 평가하는 방법론에 관한 기존연구는 거의 없다. 본 논문은 제조시스템에서의 성과지표를 중심으로 공리적 설계에서의 정보공리의 정보량 개념을 이용한 프로젝트 평가방법론에 대해 제안한다. 본 논문에서는 개별 성과지표의 정보량 계산을 위한 수학적 모델링에 대해 고찰하고, 해석적 분석의 어려움을 해결하기 위해 몬테카를로 시뮬레이션의 적용에 대해 서술한다.

• Journal of Intelligence and Information Systems
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• v.17 no.3
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• pp.99-114
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• 2011

Collaborative Filtering (CF) suffers from two major problems:sparsity and cold-start recommendation. This paper focuses on the cold-start problem for new customers with no purchase records and the sparsity problem for the customers with very few purchase records. For the purpose, we propose a method for the new customer recommendation by using a combined measure based on three well-used centrality measures to identify the customers who are most likely to become neighbors of the new customer. To alleviate the sparsity problem, we also propose a hybrid approach that applies our method to customers with very few purchase records and CF to the other customers with sufficient purchases. To evaluate the effectiveness of our method, we have conducted several experiments using a data set from a department store in Korea. The experiment results show that the combination of two measures makes better recommendations than not only a single measure but also the best-seller-based method and that the performance is improved when applying the hybrid approach.