• Information Systems Review
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• v.21 no.1
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• pp.135-152
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• 2019

Recently there are many development and support policies for start-up companies because of successful venture companies related to ICT services. However, as these policies have focused on the support for the initial stage of start-up, many start-up companies have difficulties to continuously grow up. The main reason for these difficulties is that they recognize start-up tasks as independent activities. However, many experts or related articles say that start-up tasks are composed of related processes from the initial stage to the stable stage of start-up firms. In this study, we models the start-up processes based on the survey collected by the start-up companies, and analyze the start-up process of ICT service companies with process mining techniques. Through process mining analysis, we can draw a sequential flow of tasks for start-ups and the characteristics of them. The analysis of start-up businessman, idea derivation, creating business model, business diversification processes are resulted as important processes, but marketing activity and managing investment funds are not. This result means that marketing activity and managing investment funds are activities that need ongoing attention. Moreover, we can find temporal and complementary tasks which could not be captured by independent individual-level activity analysis. Our process analysis results are expected to be used in simulation-based web-intelligent system to support start-up business, and more cumulated start-up business cases will be helpful to give more detailed individual-level personalization service. And our proposed process model and analyzing results can be used to solve many difficulties for start-up companies.

• Korean Journal of Construction Engineering and Management
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• v.1 no.2 s.2
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• pp.108-116
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• 2000

The absence of systematic project procedures in the domestic SOC projects has caused many problems. Therefore, it has been raised the needs for the effective project management of the projects which helps the participants to have systematic procedures at each phase of the SOC projects. The purpose of this research is to build the current model of procurement management process for the airport facilities and to derive inherent problems, and the building direction of the effective procurement management is suggested for the future research. The result of this research could be used for delivering the effective SOC projects and for establishing interrelationships between procurement and other phases of the projects for the integrated project management. The procurement process of the Inchon International Airport was investigated and the as-is model was built. Through the analysis of the as-is model, and the questionnaires and the interviews with the participants of the SOC projects, the problems of the current procurement process has been derived.

• The Journal of Society for e-Business Studies
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• v.18 no.4
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• pp.145-167
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• 2013

This paper proposes a method to compare planned processes with actual processes of bock assembly operations in shipbuilding industry. Process models can be discovered using the process mining techniques both for planned and actual log data. The comparison between planned and actual process is focused in this paper. The analysis procedure consists of five steps : 1) data pre-processing, 2) definition of analysis level, 3) clustering of assembly bocks, 4) discovery of process model per cluster, and 5) comparison between planned and actual processes per cluster. In step 5, it is proposed to compare those processes by the several perspectives such as process model, task, process instance and fitness. For each perspective, we also defined comparison factors. Especially, in the fitness perspective, cross fitness is proposed and analyzed by the quantity of fitness between the discovered process model by own data and the other data(for example, the fitness of planned model to actual data, and the fitness of actual model to planned data). The effectiveness of the proposed methods was verified in a case study using planned data of block assembly planning system (BAPS) and actual data generated from block assembly monitoring system (BAMS) of a top ranked shipbuilding company in Korea.

• Proceedings of the Korean Institute of Navigation and Port Research Conference
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• 2023.05a
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• pp.233-235
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• 2023

해상물류 통합 프로세스 자동화 서비스 실증 모델 개발 연구는 자율운항선박과 스마트항만이 도래되었을 때 스마트 해상 물류 통합을 위해 자동화할 수 있는 일부 업무들을 해상물류 중심의 프로세스와 상호 프로세스를 도출하고 관련 업무의 분야별 데이터를 통합하여 해상물류 통합 프로세스 자동화 서비스 실증 모델을 개발하고 검증하는 연구 내용이다.

• Economic and Environmental Geology
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• v.52 no.3
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• pp.243-250
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• 2019

The purpose of this study is to pro-actively respond to changes in government R&D policy and start to supplement the limitations of previous KIGAM R&D planning process. We looked out through the existing literature for a variety of R&D planning process, and analyzed the R&D planning process characteristics of each institution through the interview. As a result, we can be derived conclusions and implications from three sides, environmental analysis, demand excavation methods, R&D project configuration and selection method. In the case of environmental analysis and the overall need to enhance the skills and mega trend analysis by market trend analysis. And in the demand side, the institute need to establish challenging and specific R&D goals. In addition, in case of configuration and selection of R&D projects we derived several implications, such as convergence, SME support, resource analysis, selection of long-term project.

• Proceedings of the Korea Institutes of Information Security and Cryptology Conference
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• 2001.11a
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• pp.331-334
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• 2001

본 논문에서는 현재 그 중요성이 증가하고 있는 정보보호관리체계에 대하여 기존의 국내·외 정보보호관리체계 지침이나 표준 문서들이 단지 일반적인 가이드라인을 제공 할 뿐, 평가나 측정, 혹은 인증을 위해 필요한 상세하고 객관적인 지표가 없다는 점을 파악하고, 이러한 주요 지표들을 개발하기 위한 프레임워크를 제시하고자 한다. 이 프레임워크는 정보보호관리 국제 표준인 ISO/IEC TR 13335 GMITS에서 정의하고 있는 정보보호관리 프로세스를 기준으로 적절한 정보보호관리 프로세스를 도출한 다음, 현재 정보기술 통제 기준으로 사용중인 COBIT의 각 주요 지표들을 위에서 도출된 프로세스별로 적용시키는 것이다. 즉 정보보호관리 프로세스별 주요목표지표(KGI - Key Goal Indicator), 주요성과지표(KPI - Key Performance Indicator), 그리고 핵심성공요소(CSF - Critical Success Factor)들을 개발하여 정보보호관리체계에 대한 상세하고 객관적인 평가와 측정을 가능하게 하고 이를 통해 총체적인 정보보호관리 통제 이룩하고자 한다.

• Proceedings of the Korean Institute Of Construction Engineering and Management
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• 2007.11a
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• pp.83-89
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• 2007

This study started with many experiences about maturity evaluation and efficiency improvement of Project Management information system, and need for IT systems for performing of strategy. The objective of this study is 1)to evaluate processes and IT systems based on CSF in strategy perform phase, 2)to propose method of sustainable evaluation and improvement, and 3)with KPI and CSF, to evaluate and improve PMIS. Moreover, we suggested IT architecture framework for basement of improving process and resources.

• Journal of Intelligence and Information Systems
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• v.29 no.2
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• pp.285-301
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• 2023

Due to the increasing demand and importance of non-face-to-face education, open online learning platforms are getting interests both domestically and internationally. These platforms exhibit different characteristics from online courses by universities and other educational institutions. In particular, students engaged in these platforms can receive more learner autonomy, and the development of tools to assist learning is required. From the past, researchers have attempted to utilize process mining to understand realistic study behaviors and derive learning patterns. However, it has a deficiency to employ it to the open online learning platforms. Moreover, existing research has primarily focused on the process model perspective, including process model discovery, but lacks a method for the process pattern and instance perspectives. In this study, we propose a method to identify learning patterns within an open online learning platform using process mining techniques. To achieve this, we suggest three different viewpoints, e.g., model-level, variant-level, and instance-level, to comprehend the learning patterns, and various techniques are employed, such as process discovery, conformance checking, autoencoder-based clustering, and predictive approaches. To validate this method, we collected a learning log of machine learning-related courses on a domestic open education platform. The results unveiled a spaghetti-like process model that can be differentiated into a standard learning pattern and three abnormal patterns. Furthermore, as a result of deriving a pattern classification model, our model achieved a high accuracy of 0.86 when predicting the pattern of instances based on the initial 30% of the entire flow. This study contributes to systematically analyze learners' patterns using process mining.

• Proceedings of the Korea Information Processing Society Conference
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• 2005.05a
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• pp.353-356
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• 2005

소프트웨어 위기의 근본적인 문제점이 소프트웨어 프로세스의 관리 부재라는 것을 인식하게 됨에 따라 이를 해결하기 위해 조직의 현재 소프트웨어 프로세스 상태를 파악하고, 해당 프로세스가 원하는 목표에 도달할 수 있도록 성과측정모델을 제시함으로써 지속적인 개선 활동을 수행하는데 있어 체계적인 프로세스 관리를 하고자 한다. 본 논문에서는 CMM 을 기반으로 한 소프트웨어 프로세스 개선활동이 제공하는 효과를 달성하기 위한 측정모델을 제시하며 이에 소프트웨어 프로세스 개선 활동이 실제 업무 프로세스에 있어 얼마나 효율적인 결과 및 해당 조직의 성숙도에 미치는 영향을 심층적으로 연구를 함으로써 새로운 프로세스 개선방안을 도출하고자 한다.

• The Journal of Society for e-Business Studies
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• v.23 no.2
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• pp.67-81
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• 2018

Technology commercialization is a reward process for companies' various trials and investment to develop technologies, which can be regarded as a way to figure out company's business performance. To successfully attain companies' purpose via technology commercialization, a variety of knowledge which triggers and completes business activities are needed. This paper suggests a methodology to analyze problems and solutions around the technology commercialization process in terms of knowledge distribution status, especially focused on Korean SMC cases. The knowledge map of this paper is constructed from the knowledge networks and identifies problems and solutions of the target process. A case study for applying proposed concepts to SMC's cases is also performed by checking knowledge distribution status and extracting practical implications. This paper's ideas can be regarded as one of references for SMCs to prepare technology commercialization with guaranteeing facilitated knowledge distribution and utilization.