• 한국IT서비스학회지
• /
• 제19권1호
• /
• pp.103-112
• /
• 2020

Job seekers are making various efforts to find a good company and companies attempt to recruit good people. Job search activities through self-introduction essay are nowadays one of the most active processes. Companies spend time and cost to reviewing all of the numerous self-introduction essays of job seekers. Job seekers are also worried about the possibility of acceptance of their self-introduction essays by companies. This research builds a classification model and conducted an experiments to classify self-introduction essays into pass or fail using deep learning and decision tree techniques. Real world data were classified using stratified sampling to alleviate the data imbalance problem between passed self-introduction essays and failed essays. Documents were embedded using Doc2Vec method developed from existing Word2Vec, and they were classified using logistic regression analysis. The decision tree model was chosen as a benchmark model, and K-fold cross-validation was conducted for the performance evaluation. As a result of several experiments, the area under curve (AUC) value of PV-DM results better than that of other models of Doc2Vec, i.e., PV-DBOW and Concatenate. Furthmore PV-DM classifies passed essays as well as failed essays, while PV_DBOW can not classify passed essays even though it classifies well failed essays. In addition, the classification performance of the logistic regression model embedded using the PV-DM model is better than the decision tree-based classification model. The implication of the experimental results is that company can reduce the cost of recruiting good d job seekers. In addition, our suggested model can help job candidates for pre-evaluating their self-introduction essays.

• 한국컴퓨터정보학회논문지
• /
• 제6권2호
• /
• pp.143-151
• /
• 2001

본 연구에서는 의약분업이후의 환경변화에 따른 개국약국 전산시스템 도입을 위한 수리적 모형을 구축하였다. 조직에 있어서 정보시스템의 도입과정에는 여러 요인들이 포함되기 때문에 이러한 상황에 적합한 AHP기법을 이용하여 요인들간의 선호도를 추출하였다. 또한 대안의 평가와 선정과정에 있어 기업의 자원적인 측면의 고려와 제공되는 데이터의 불명확성 및 여러 목적들을 동시에 고려할 경우 발생할 수 있는 의사결정자의 열망수준과 그 만족정도를 반영하기 위해 AHP에서 제시된 선호도를 반영한 퍼지다. 목적계획모형을 제시하였다. 개별목표에 대한 우선순위의 불명확성을 반영할 수 있도록 실제 약국의 자료를 이용하여 보간함수 다목적계획모형의 적용가능성을 알아보았다.

• 대한설비공학회:학술대회논문집
• /
• 대한설비공학회 2005년도 동계학술발표대회 논문집
• /
• pp.235-240
• /
• 2005

Recently urban utility plants in urban areas of Korea, such as energy supply systems, municipal waste incineration systems, sewage treatment systems and so on, have caused some critical troubles, for instance the insensitive response to the seasonal or daily variation of loads, the low system efficiency and inefficient use of energy because of the large-scale system located a great distance. Therefor the design method of optimal integrated system model of various urban utility plants proposed in this study suitably to the present situation of Korea. Also, the effect analysis for the introduction of compound utility plants was studied for a new town model on a 60,000 persons scale. As the results we found that the complex plant was superior to individual urban utility plant in side of the initial investment expenses, the operating cost and other reasons.

• 한국경영과학회:학술대회논문집
• /
• 대한산업공학회/한국경영과학회 1990년도 춘계공동학술대회논문집; 한국과학기술원; 28 Apr. 1990
• /
• pp.335-343
• /
• 1990

The traditional economic evaluation methods do not seem to consider derivative efforts-productivity improvement, quality improvement.-which may be occured by AMS introduction. Current evaluation methods are based on mass production with known characteristic and stable technology. Recently, expert suggest that these assumption-stable production and mass production-are realized to be a limited in substantial economic evaluation analysis. Therefore, the problem of traditional evaluation methods suggested in this thesis and decision in the case studies are derived using two complementary economic analysis methods-AHP method, modified economic evaluation model- and traditional evaluation method. After three methods are compared and evaluated in the view of practical economic evaluation, AHP method is intended to be introduced as a new economic evaluation method.

• 대한설비공학회:학술대회논문집
• /
• 대한설비공학회 2009년도 하계학술발표대회 논문집
• /
• pp.1043-1048
• /
• 2009

This paper proposes the new operation control method that let heat source system stop and circulate only hot water at low load, and verified the introduction effect. At first, we constructed simulation model of heat source system and examined the proposing method by using simulation model. At last, we examined the introduction effect of proposing method with actual building. As a result, the primary energy consumption of heat source system was reduced by about 13%.

• 대한기계학회논문집
• /
• 제13권5호
• /
• pp.1044-1051
• /
• 1989

본 연구에서는 Wu가 제시한 수학적 모델에 기초를 둔 비점성 준3차원 유동해 석에 실제 유체의 점성효과 및 2차유동 등에 의해 발생하는 손실들을 손실모델로 반영하여 그 타당성 유무를 검토하는 데 목적을 두었다.

• Journal of Information Technology Applications and Management
• /
• 제15권1호
• /
• pp.183-202
• /
• 2008

The introduction of a ubiquitous environment has realized commercial ubiquitous services in various industrial fields and government area. The central and/or local governments are demanding an appropriate investment evaluation model for ubiquitous service. Thus, this study develops and suggests an evaluation model for ubiquitous service by reflecting its characteristic of promoting public good, as well as its broad ripple effect on people. The investment evaluation model for ubiquitous service suggested by this study is based on Cost Benefit Analysis Method. Especially, the 'Benefit' is analyzed in two aspects; 'Economic Benefit', which shows the benefit that ubiquitous service providers to the overall local economy, and; 'Financial Benefit', which shows the profit of individual investors participating in the introduction of ubiquitous service. The investment evaluation model for ubiquitous service suggested by this study can be used by the central and/or local government during their evaluation for investment before introducing a ubiquitous service. Also, when introducing a ubiquitous service in public field, the model can be used to support the decision making of private businesses for investment. Finally, it can be used to promote and inform the expected benefits of introducing a ubiquitous service to local residents.

• 디지털융복합연구
• /
• 제15권11호
• /
• pp.147-153
• /
• 2017

한국 정부는 공공부문에 클라우드를 도입하기 위한 다양한 정책들을 시행하고 있다. 이 연구의 목적은 공공무문의 클라우드 도입을 위한 의사결정 모델을 개발하고 공공부문의 클라우드 도입 로드맵을 제안하는 것이다. 이를 위하여 공공서비스의 특성과 공공부문의 클라우드 서비스의 유형을 분석하였다. 이를 통해 공공부문의 클라우드 도입을 위한 요구사항을 파악하여, 퍼지 AHP기반의 융합의사결정 모델을 이용한 공공부문의 클라우드 도입방법을 개발하였다. 연구결과 클라우드 도입 후보군의 우선순위를 결정하였고, 이를 기반으로 단계별 클라우드 도입 로드맵을 제안하였다. 이 연구의 결과는 공공부문의 클라우드 도입과 전환 및 클라우드 정책 수립에 도움이 될 것으로 기대한다. 향후에는 클라우드 도입을 위한 추가적인 의사결정요인뿐만 아니라 예산계획을 개발하는 것이 필요하다.

• 한국건설관리학회:학술대회논문집
• /
• 한국건설관리학회 2006년도 정기학술발표대회 논문집
• /
• pp.378-383
• /
• 2006

본 연구에서는 최근 활성화 되고 있는 BTL 사업의 재원조달 방법을 다양화함과 동시에 중소건설사의 민간투자사업 참여활성화를 위하여 자산유동화증권 제도의 도입을 검토하고 도입에 따른 효과와 장단점 등을 사례에 대한 민감도분석 등을 통하여 제시하고자 하였다. 이를 위하여 두 가지 형태의 ABS 도입 구조를 제안하고 절차를 제시하였으며 도입에 따른 효과 분석을 위하여 학교시설 신축 사업을 대상으로 조달금리 변화에 따른 사업자의 수익률 변화와 정부의 정부지급금 변화를 분석함으로서 도입의 효과를 계량화 하고자하였으며 ABS 제도의 도입에 필요한 향후 개선 과제를 제시하였다.

• 통상정보연구
• /
• 제7권1호
• /
• pp.171-194
• /
• 2005

The CMI Rules for Electronic Bills of Lading were drafted by the Comite Maritime International(CMI) and related specifically to EDI transfers of negotiable bills of lading. The CMI Rules are contractual in nature and the application of the CMI Rules is strictly voluntary. The method adopted in the CMI Rules to enable negotiation of the rights to cargo in a controlled method is based on the introduction of the ‘Private Key’. The Bolero service will be governed by a multilateral contract called the Bolero Rule Book which specifies the rights and responsibilities of Bolero and its users. The Title Registry and Bolero Bill of Lading provide a fully functional equivalent to the paper bill of lading. The Bolero Bill of Lading can be created, transferred, amended, and surrendered by way of designating to order party, blank endorsement, refusal by the transferee etc. In Japan, through TEDI Project, the RSP Model is introduced as e-trade solution like Bolero's Solution. The RSP Model Solution will be furnished through TC(Trade Chain) Server and RSP(Repository Service Provider) Server. The purpose of this paper is to analyze comparatively the CMI Rules and Bolero Bill of Lading and RSP Model of TEDI and to find the implications in this case study for quick introduction of electronic Bill of Lading.