• Journal of Information Processing Systems
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• v.8 no.4
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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.

• Journal of Sasang Constitutional Medicine
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• v.29 no.4
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• pp.311-316
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• 2017

Objectives The purpose of this study was to investigate the relationship between counseling skills and Sasang constitutional medicine(SCM). Methods Reviewing the texts relevant to SCM, comparison between counseling skills and the excerpt from the relating books was conducted in terms of the attitude of the counselor, the observation method, the evaluation of the counselee, the relationship between the counselor and counselee, and the counseling method. Results As the attitude of the counselor, many kinds of attitudes and skills including respecting the counselee and reciprocal belief were needed. The excerpt from "Gyeokchigo" meant that the counselor or a doctor should have the virtue of Truth. To evaluate the patient's problems in SCM and the counseling, diet, digestion, and sleep could be asked, but questions about the emotions such as Joy, Anger, Sorrow and Pleasure should be more carefully modified in a modern way, when applying clinical practices. Empathy as the main principle of the counseling could be attributed to the main idea of Dongmu Lee Jema, in which all the people could be in the same status in a natural way reflecting that they like the virtue and dislike the evil. Recommendations of regimen and directives could be followed according to SCM Conclusions Several items of counseling skills and SCM coincide but some of the modern counseling skills are still needed to apply SCM to make the patients with psychiatric problems treated efficiently.

• Proceedings of the KSR Conference
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• 2008.11b
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• pp.1907-1915
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• 2008

Recently the assurance of railroad safety is very important issue in KOREA because there are lots of changes in the railroad industries. The Railway Safety Act was established in order to cope with these changes effectively and prevent the railroad transportation accidents. According to this law, Korea Transportation Safety Authority (KOTSA) has been entrusted with 'Integrated Railroad Safety Audit (IRSA)'. Even though newly introduced IRSA is conducted smoothly, it is necessary to study the methodology and criteria of the state's safety audit system in other fields to improve the efficiency. In ICAO (International Civil Aviation Organization) Safety Management Manual, a state's safety programme embraces those regulations and directives for the conduct of safe operations from the perspective of aircraft operators and those providing air traffic services(ATS), aerodromes and aircraft maintenance. The safety programme may include provisions for such diverse activities as incident reporting, safety investigations, safety audits and safety promotion. To implement such safety activities in an integrated manner requires a coherent SMS(Safety Management System). In this paper, to improve the efficiency of IRSA, we investigated the ICAO's the State's Aviation Safety Audit Systems and ICAO Safety Management Manual. And through the result of investigation, we proposed the improvement concept of IRSA.

• Journal of Hospice and Palliative Care
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• v.24 no.3
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• pp.135-143
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• 2021

End-of-life patients experience physical, mental, social, and existential distress. While medical personnel provide medication and care to alleviate patients' distress, listening to and interacting with patients remains essential for understanding their psychological condition. The most important tool, though difficult to implement in practice, is end-of-life discussion (EOLD). EOLD has been shown to have positive effects on end-of-life treatment choices, achievement of patients' life goals, improvements in the quality of life of patients and their families, and the prevention of depression and complicated grief among bereaved family members. EOLD is not often undertaken in clinical practice, however, due to hesitancy among medical personnel and patients for various reasons. In order to conduct an EOLD, the patient's judgment, psychiatric illnesses such as delirium and depression, and psychological issues such as the side effects of psychotropic drugs, denial, and collusion must be evaluated. Open and honest conversation, treatment goal setting, the doctor's familiarity with the patient's background, and attentiveness when providing information are important elements for any dialogue. Meaning-centered psychotherapy was developed to alleviate the existential distress of cancer patients, and its application may promote EOLD. The future development of meaning-centered psychotherapy in practice and in research is expected to further promote EOLD.

• Journal of Hospice and Palliative Care
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• v.24 no.3
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• pp.184-193
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• 2021

Purpose: This study attempted to develop clinical guidelines to help patients use hospice and palliative care (HPC) at an appropriate time after writing physician orders for life-sustaining treatment (POLST) by identifying the characteristics of HPC use of patients with terminal cancer. Methods: This retrospective study was conducted to understand the characteristics of HPC use of patients with terminal cancer through decision tree analysis. The participants were 394 terminal cancer patients who were hospitalized at a cancer-specialized hospital in Seoul, South Korea and wrote POLST from January 1, 2019 to March 31, 2021. Results: The predictive model for the characteristics of HPC use showed three main nodes (living together, pain control, and period to death after writing POLST). The decision tree analysis of HPC use by terminal cancer patients showed that the most likely group to use HPC use was terminal cancer patients who had a cohabitant, received pain control, and died 2 months or more after writing a POLST. The probability of HPC usage rate in this group was 87.5%. The next most likely group to use HPC had a cohabitant and received pain control; 64.8% of this group used HPC. Finally, 55.1% of participants who had a cohabitant used HPC, which was a significantly higher proportion than that of participants who did not have a cohabitant (1.7%). Conclusion: This study provides meaningful clinical evidence to help make decisions on HPC use more easily at an appropriate time.

• The Korean journal of internal medicine
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• v.33 no.6
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• pp.1039-1049
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• 2018

The populations of Asian countries are expected to age rapidly in the near future, with a dramatic increase in the number of heart failure (HF) patients also anticipated. The need for palliative and end-of-life care for elderly patients with advanced HF is currently recognized in aging societies. However, palliative care and active treatment for HF are not mutually exclusive, and palliative care should be provided to reduce suffering occurring at any stage of symptomatic HF after the point of diagnosis. HF patients are at high risk of sudden cardiac death from the early stages of the disease onwards. The decision of whether to perform cardiopulmonary resuscitation in the event of an emergency is challenging, especially in elderly HF patients, because of the difficulty in accurately predicting the prognosis of the condition. Furthermore, advanced HF patients are often fitted with a device, and device deactivation at the end of life is a complicated process. Treatment strategies should thus be discussed by multi-disciplinary teams, including palliative experts, and should consider patient directives to address the problems discussed above. Open communication with the HF patient regarding the expected prognosis, course, and treatment options will serve to support the patient and aid in future planning.

• Proceedings of the Korean Society of Computer Information Conference
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• 2019.07a
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• pp.195-198
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• 2019

연명의료결정법의 정식 명칭은 '호스피스 완화의료 및 임종 과정에 있는 환자의 연명의료 결정에 관한 법'이다. 이 법은 호스피스 완화의료에 대한 것과 환자의 연명의료 결정에 대한 것을 규정하고 있다. 특히, 후자의 연명의료결정에 관한 부분은 법제정 과정에서 법 종교 의료 윤리 등 다양한 분야에서 논박이 있었지만 2018년 2월 4일부터 시행되고 있다. 법학에서는 이 법이 생명이라는 법익과 관련되어 있어 형사법적, 민사법적으로 중요한 의미를 갖는다. 이 법이 탄생되기 위해 두 번의 변곡점이 있었다. 첫째, 1997년 '보라매병원 사건'에서 의사를 작위에 의한 살인방조죄로 판결한 사건 둘째, 2009년 '김 할머니' 사건에서 회생할 수 없을 경우 가족 등이 진술한 환자 의사에 따라 연명 의료를 중단할 수 있다는 대법원 판결이다. 연명의료결정법은 헌법상 생명권과 자기운명결정권이라는 기본권 충돌이 발생한다. 두 기본권이 서로 상충 할 때에는 어떠한 기본권을 우선해야 하는지가 실질적으로 문제되는데, 이익형량을 통한 규범의 조화로운 해석을 통해 해결해야 한다. 또한 이 법의 흠결과 문제점을 고찰하여 개정작업이 진행되어야 한다.

• The Korean Journal of Health Service Management
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• v.12 no.4
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• pp.191-202
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• 2018

Objectives: The purpose of this study was to identify the factors influencing factors university students' will toward brain death organ donation. Methods: Data from 250 students were collected using a structured questionnaire. The data were analyzed using a chi-squared test, independent t-test, and binary logistic regression with the SPSS 23.0 program. Results: Factors influencing will of brain death organ donation were announcing to decision to engage in brain death donation(Confidence interval(CI)=3.02-32.14, p<.001), experience of having discussed brain death organ donation with others(CI=1.26-5.72, p=.011), intention to make advance directives(ADs)(CI=1.90-9.57., p<.001), and positive attitude toward ADs(CI=1.05-1.29, p=.004). Conclusions: The most important factors affecting the will of brain death organ donation were making an informed decision regarding organ donation, intending to make an AD, having engaged in organ donation conversation, and a positive attitude toward ADs.

• Journal of The Korea Institute of Healthcare Architecture
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• v.27 no.2
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• pp.7-14
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• 2021

Purpose: The purpose of this study is to provide an effective construction project cost estimation tool for preparing a business plan of healthcare facilities which can be practically used for development projects. Methods: In order to provide a tool for calculating construction project costs, this study analyzed the Building and Related Laws, the Building Technology Promotion Laws, the Ministry of Land, Infrastructure and Transport notifications and directives, the Ministry of Trade, Industry and Energy notifications, the detailed guidelines of the Ministry of Strategy and Finance, the Building Service Industry Promotion Acts, various certification standards, actual project budget calculation cases, etc. with advices from related experts. Results: 1) Construction cost is classified into construction costs, architectural design costs, supervision costs, incidental costs, and each sub-element. In particular, since there are many incidental cost items, essential items to be reviewed during planning are derived and costs are calculated according to appropriate consideration criteria. 2) Criteria for Payment calculation mainly applies the construction cost rate method or the actual cost fixed amount method in consideration of the characteristics and scope of work. Implications: There are many calculation factors that need to be applied to the construction project cost. Therefore, it is necessary to organize the calculation process more clearly.

• KSCE Journal of Civil and Environmental Engineering Research
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• v.41 no.3
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• pp.257-265
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• 2021

In this study, an evaluation index was developed and applied to derive indicators related to the environment for bicycle use and to evaluate the environment for bicycle use in the city of Suwon. Analysis showed that the relative importance between the assessment factors was highest in bicycle safety and that the relative importance among the assessment indicators was highest in terms of priority of items directly affecting bike riding, and items with indirect influence were low in importance. As a result of applying the evaluation model to bike paths in Suwon, it was confirmed that they can be described in a relatively realistic manner. The findings are expected to contribute to the development of local government directives for improving the environment of cycle paths.