• Journal of Computing Science and Engineering
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• 제3권3호
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• pp.165-180
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• 2009

The HKIB, or Hankookilbo, test collections are two archives of Korean newswire stories manually categorized with semi-hierarchical or hierarchical category taxonomies. The base newswire stories were made available by the Hankook Ilbo (The Korea Daily) for research purposes. At first, Chungnam National University and KISTI collaborated to manually tag 40,075 news stories with categories by semi-hierarchical and balanced three-level classification scheme, where each news story has only one level-3 category (single-labeling). We refer to this original data set as HKIB-40075 test collection. And then Yonsei University and KISTI collaborated to select 20,000 newswire stories from the HKIB-40075 test collection, to rearrange the classification scheme to be fully hierarchical but unbalanced, and to assign one or more categories to each news story (multi-labeling). We refer to this modified data set as HKIB-20000 test collection. We benchmark a k-NN categorization algorithm both on HKIB-20000 and on HKIB-40075, illustrating properties of the collections, providing baseline results for future studies, and suggesting new directions for further research on Korean text categorization problem.

• 한국컴퓨터정보학회논문지
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• 제17권7호
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• pp.45-52
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• 2012

본 논문에서는 다중 클래스 아다부스트 기반의 분류기를 이용하여 엘리베이터 내 군집 밀도를 추정하는 방법을 제안한다. SOM을 사용하는 기존의 방법은 재현성이 떨어지며 충분한 성능을 내지 못한다. 제안한 방법은 GLDM(Grey-Level Dependency Matrix)과 GGDM(Grey-Gradient Dependency Matrix)의 텍스처 특징과 다중 클래스 아다부스트 기반의 분류기를 통해 실내 군집 밀도를 추정한다. 다중 클래스를 분류하기 위해 기존의 아다부스트 알고리즘에서 웨이트 업데이트 식을 변형하여 더 높은 성능의 약한 분류기를 생성하도록 하였다. 군집 밀도는 인원수에 따라 0명, 1~2명, 3~4명, 5명 이상 등 네 가지 클래스로 구분하였다. 엘리베이터 내 영상을 이용한 모의 실험 결과 제안된 방법은 기존의 방법보다 약 20% 정도의 검출률 향상을 나타내었다.

• 대한전자공학회논문지
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• 제24권2호
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• pp.338-346
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• 1987

This paper describes a method for verifying whether a given geometrical layout correcdtly reflects the original logic level description. The logic description extracted from layout data was directly compadred with the original logic diagram generated at logic level design stage where the logic diagram is represented as a weighted multi-place graph. The comparison is based on graph isomorphism and error messages(error categories and locations)are invoked if any difference is found between the two logic descriptions. An efficient partitioning algorithm which consists of two steps, candidate selection and equal weight partitioning procedure, enables the entire verification process to occur in O(n log n) time.

• 보건행정학회지
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• 제28권1호
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• pp.35-47
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• 2018

Background: The purpose of this study is to elucidate the context of medical experience and the perception of unmet healthcare of elderly people with chronic diseases based on in-depth interview data. Methods: We carried out in-depth interviews with 10 elderly people with chronic diseases using semi-structured questionnaires based on literature review. The in-depth interview data were analyzed using thematic analysis; one qualitative research methodology, three core meaning categories, and four attributes associated with unmet healthcare were ultimately derived. Results: The context of the medical experience were based on the following three categories: (1) discomfort due to diseases and high medical needs, (2) the poor community medical environment and difficulties in accessing to metropolitan medical institutions, and (3) inconvenience caused by long waiting time and side effects of medicine. In addition, the elderly with chronic disease realized the unmet healthcare as (1) the availability related to the desired medical institutions at the right time, (2) the affordability related to their economic capacity, (3) the effectiveness of the medical services they experienced, and (4) the appropriateness related to receiving medical services in a pleasant environment. Conclusion: The perception of unmet healthcare among the elderly with chronic disease is the result of interaction of multi-level and multi-dimensional factors related with their medical experience.

• 한국간호교육학회지
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• 제29권4호
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• pp.450-468
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• 2023

Purpose: This study aimed to conduct a qualitative synthesis of workplace bullying experiences among nurses in Republic of Korea. Methods: Following the PRISMA guideline, a literature search was conducted using seven domestic and three international databases. Studies published in Korean or English from inception to December 31, 2022 were included. A meta-aggregation approach suggested by the Joanna Briggs Institute was used to synthesize the research findings. Results: Fourteen studies were included in this review. As a result of a data analysis of the selected studies, 199 subthemes and supporting illustrations were identified and grouped into 36 related categories. Based on the subthemes and categories, five synthesized findings were developed: (1) the individual and organizational causes of workplace bullying; (2) the various types of physical violence and psychological harassment; (3) the negative impact of workplace bullying and its effect on self-growth; (4) active and passive coping efforts in dealing with bullying; and (5) strategies for preventing bullying incidents. Conclusion: Based on the synthesized findings, four recommendations were made: (1) improving the challenging working conditions for nurses; (2) enhancing educational programs for new nursing graduates; and (3) promoting proactive responses from nursing managers in conjunction with an expansion of resilience training for nursing students. Finally, to address the issue of workplace bullying, (4) multi-center and multi-level research involving nursing organizations needs to be conducted.

• 한국빅데이터학회지
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• 제8권2호
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• pp.201-222
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• 2023

온라인 플랫폼을 통한 전자상거래 활성화에 따라 수많은 중소 판매상들은 수익성 향상을 위해 다양한 노력을 기울이고 있다. 이를 위해서는 프로모션이나 이벤트의 범위와 할인 수준, 품목 등에 대한 전략적 의사결정이 매우 중요하다. 본 연구는 중소 전자상거래 판매상들이 효과적인 프로모션 전략을 수립하기 위한 의사결정을 지원하기 위한 도구를 개발하고자 한다. 프로모션의 시행 여부를 판단하기 위해서는 프로모션에 의한 매출 증대 수준을 예측할 수 있어야 한다. 본 연구에서는 다양한 기계학습기법 중 MLP(Multi Layer Perceptron), Gradient Boosting Regression, Random Forest, Linear Regression 모델을 통해 프로모션 시행 후의 매출변화를 예측하기 위한 모델을 개발하였다. 프로모션 데이터가 가진 복잡성과 품목의 특성이 뚜렷한 영향력을 가지는 것으로 확인되었으며, 여러 기법 중 Random Forest 모델과 MLP 모델이 가장 성능이 좋은 것으로 나타났다. 본 연구에서 개발된 방법을 통해 중소 전자상거래 판매상이 시장 변화에 능동적으로 대응하고, 데이터 기반 의사결정을 지원할 수 있을 것이다.

• 한국산림과학회지
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• 제105권4호
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• pp.472-485
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• 2016

이 연구는 산림유전자원보호구역의 관리효과성 증진을 위하여 보호구역 관리 시스템 수준과 현장 수준에서 활용할 수 있는 관리효과성 평가틀을 개발하기 위해 수행되었다. 시스템 수준의 관리효과성 평가틀 개발을 위해 IUCN WCPA에서 개발한 관리효과성 평가틀과 IUCN, 환경부, 국립공원관리공단이 공동 개발한 보호지역 관리효과성 평가틀을 준용하여 산림유전자원보호구역에 적용할 수 있도록 평가지표들을 수정하고, 일부 지표를 추가하였다. 설문조사를 통해 평가지표(안)에 대한 전문가 32명의 의견을 수렴하여 6개 카테고리, 39개 평가지표, 42개 세부 평가항목으로 구성된 시스템 수준의 관리효과성 평가틀을 개발하였다. 현장 수준의 관리효과성 평가틀은 IUCN, 환경부, 국립공원관리공단이 공동으로 개발한 보호지역 관리효과성 평가틀을 바탕으로 산림유전자원보호구역의 특성들에 대한 평가가 가능하도록 수정하고, 관련된 새로운 평가지표들을 추가하였다. 전문가 설문조사, 산림청 및 지방자치단체들의 산림유전자원보호구역 관리 담당 공무원들을 대상으로 워크숍과 설문조사를 통해 의견을 수렴하여 6개 카테고리, 16개 평가지표, 40개 세부 평가항목으로 구성된 현장 수준의 관리효과성 평가틀을 개발하였다.

• 한국문헌정보학회지
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• 제55권3호
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• pp.281-301
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• 2021

단위저록 방식의 평면적인 서지구조를 통해 생성되는 대체자료 서지레코드는 레코드 수준에서 관련된 대체자료와의 연계가 이루어질 수 없는 한계를 보이고 있으며, 이는 장애인들이 대체자료에 대한 접근성을 충분하게 확보하기가 어렵다는 문제를 야기하고 있다. 이에 본 연구에서는 FRBR 기반의 BIBFRAME 구조를 적용하여, 평면적인 대체자료 서지레코드와 다면적인 BIBFRAME 구조를 연결시킬 수 있는 연계 속성 구조를 구축하였다. 이를 위해 상위 수준의 연계 속성 카테고리를 구성하고 이를 BIBFRAME의 클래스와 속성에 연결시킴으로써 레코드 수준에서 관련된 대체자료 사이의 상호 연계가 가능한 서지 구조를 제안하였다.

• 한국의료질향상학회지
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• 제29권2호
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• pp.32-46
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• 2023

Purpose: Fire response education is critical for healthcare providers working in hospitals to ensure a safe environment for patients and staff. However, a comprehensive review that thoroughly examines the contents, methodologies, and outcomes of fire response education in hospitals is currently lacking. Methods: We conducted a scoping review by adhering to the framework proposed by Arksey and O'Malley. We searched five electronic databases for literature published after 1990, using the key categories of "hospitals," "fires," and "education." As a result, we identified 15 relevant articles that met our inclusion criteria for the review. Results: Of the 15 articles, 12 had adopted a quasi-experimental design and the remaining 3 had employed a true experimental design. The majority of these studies (11 out of 15) were conducted in the United States, with 4 studies forming committees or teams dedicated to education. Simulation methods were used in 13 studies, while 2 studies had employed a combination of methods. All studies focused on first-response procedures based on RACE (Rescue, Alarm, Contain, Extinguish/Evacuation). Outcome measures included the learners' overall experience, performance in the educational settings, and performance in the field, with all studies reporting positive results following the educational interventions. Conclusion: Our review highlights the importance of multi-professional and multi-departmental educational strategies based on institutional-level initiatives for healthcare providers to create a safe hospital environment.

• 한국주거학회논문집
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• 제17권2호
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• pp.19-26
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• 2006

Building would be deteriorated with time elapse, influenced by its geographic situation, climate and other environmental conditions. In addition, the systematic maintenance could be provided to keep the resident a recent living condition. The existing breakdown maintenance will be changed into the preventive maintenance. The preventive maintenance is required to get the repair time, the repair scope and frequency. In this paper, it aimed at providing the repair time range over the building components, utilizing the relation between the determination curve and the performance recovery through repair. Results of this study are as follows : First, the forecast of the repair time over the building components could be calculated and equalized with the deterioration and performance degree. Second, the repair time range of building components would be provided into five categories and 3rd repair time. Results of this study will set up the long-term repair plan of building, and finally keep an housing condition comfortable.