• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2016.10a
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• pp.300-301
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• 2016

This paper proposes customized recommendation algorithm to improve the QoS(quality of service) of sport for all sports content uses to user profile and team grade. The proposed recommendation module is based on user profile information, and it recommends suitable team contents to user with Euclidean distance algorithm and preference weights between teams.

• Proceedings of the Korea Information Processing Society Conference
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• 2010.04a
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• pp.835-838
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• 2010

본 논문에서는 공공기관의 효율적인 보안 진단을 위하여 금융 위험평가 시스템에 사용되는 통계적 CAEL 모델을 적용하여 보안평가 모델(SAM)을 설계하였다. SAM은 통계적 CAEL 모델을 기반으로 조직과 관련된 보안변수와 보안지표를 평가요소로 하여 요소별 평가등급 선정 방식과 최종 종합평점 산출 방법으로 보안평가 결과값을 도출한다. SAM은 조직의 보안수준 결과에 중요하게 영향을 미칠 수 있는 모든 요소들을 평가대상으로 하고 정량적인 방법인 보안평가 모델을 활용하여 결과를 산출한다. SAM은 조직의 규모, 특성 등에 따라 보안변수를 변경할 수 있으며, 각 보안 지표별 통계적 자료 값을 수집하여 요구되는 변수만 입력하면 되기 때문에 사용 용이성도 우수하다.

• Proceedings of the Korea Information Processing Society Conference
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• 2022.05a
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• pp.388-391
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• 2022

온라인 음원 스트리밍 서비스가 확대되면서 음원 사재기가 빈번해지고 있다. 본 논문에서는 사재기로 의심할 수 있는 음원의 특징을 분석하고, 사재기가 이루어지지 않았을 경우의 음원 순위를 예측한다. 그 결과, 랜덤 포레스트를 통해 앨범 평점이 낮은 음원, 장르가 인디나 발라드인 음원, 특정 발매사의 음원일 때 사재기로 의심할 수 있었다. 또한, 딥러닝을 통한 순위 예측 실험 결과, 사재기의 영향으로 실제 순위와 예측 순위에 큰 차이가 있는 것으로 나타났다.

• Proceedings of the Korea Information Processing Society Conference
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• 2011.11a
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• pp.1238-1239
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• 2011

기존에 제안된 K-NN 기반 추천 방안은 타겟 유저와 유사한 유저들 중 소수만이 높은 평점을 부여한 아이템을 높게 평가하는 문제점이 존재한다. 따라서 본 논문에서는 유사한 유저들 중 일부만 평가한 아이템은 추천에서 제외하는 방안을 제안하고, 실험을 통해 제안하는 방안의 정확성을 검증하였다.

• Proceedings of the Korean Society of Computer Information Conference
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• 2022.01a
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• pp.35-38
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• 2022

콘텐츠 기반 추천 시스템은 대표적인 추천 모델 방법 중 하나이다. 하지만 콘텐츠 기반 추천 시스템은 사용자 관련 메타데이터를 고려하기보다 내용 관련 메타데이터에만 의존하는 경향이 있다. 본 논문에서는 영화의 특징을 담고 있는 메타데이터를 이용해 추천 시스템을 간단히 구현하고, 추천한 영화와 사용자의 영화 평점을 이용해 추천 시스템의 정확도를 측정하였다. 영화 메타데이터 keywords, genres, cast의 개수를 늘려가며 정확도가 변화하는지 알아보았다. 메타데이터 각각의 개수가 증가하면 정확도도 향상할 것이라고 기대했으나 큰 차이가 나타나지 않았다. 모델 평가 결과, 미세한 차이지만 영화 메타데이터를 상위 3개씩 추출해 영화를 추천했을 때의 정확도가 1.2100318041248186으로 가장 높았다.

• Proceedings of the Korea Information Processing Society Conference
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• 2024.05a
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• pp.544-545
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• 2024

최근 성인 독서량은 지속적으로 감소하는데 비해 영상 콘텐츠 소비가 증가하고 있다. 이에 따라 새로운 사용자에 대한 선호도 및 행동 패턴에 대한 정보가 없고 새로운 도서에 대한 사용자 평가나 구매 정보가 부족해 콜드 스타트 문제와 데이터 희소성 문제가 발생하고 있다. 본 논문에서는 영상물 콘텐츠 기반 도서 하이브리드 추천 시스템을 제안하였다. 제안하는 추천 시스템은 영상물의 콘텐츠를 활용하여 콜드 스타트 문제와 데이터 희소성 문제를 해결할 수 있을 뿐만 아니라, 전통적인 도서 추천 시스템에 비해 성능이 향상되었고 장르, 줄거리, 평점 정보 기반 사용자 취향 정보까지 모두 반영된 질 높은 추천 결과까지 확인할 수 있었다.

• Journal of Hospice and Palliative Care
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• v.3 no.1
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• pp.18-27
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• 2000

Purpose : This study aims to find out the quality of life of patients admitted to the hospice unit at Kangnam St. Mary's Hospital, at admission and after weeks hospice service and to assess the effects of hospice service on the quality of life of terminal cancer patients. Methods : This study subjects were 100 patients admitted to the hospice unit at Kangnam St. Mary's Hospital, Catholic University between October 1999 and March 2000, and their primary caregivers. Quality of life data were collected using a questionnaire revised by the authors and were analyzed by means of repeated measures ANOVA. Results : 1) Patient's quality of life as perceived by the primary caregiver was significantly improved and the mean score was 3.31, 3.68, 3.56, 3.73, 3.75 at admission and week 1, 2, 3, 4. With the detailed item analysis, the following items were shown to be significantly improved: "clean bodies"(F=6.50, P=0.0001) "pain control"(F=18.01, P=0.0001) constipate"(F=2.96, P=0.0237) "sleep"(F=3.99, P=0.0048) "nausea/vomiting"(F=4.50, P=0.0022) "medical team's comfortable care" (F=3.95, P=0.0051) "family's care"(F=2.76, P=0.0317) "anxiety" (F=3.14, P=0.0177) "comfort"(F=3.63, P=0.0085) "treat with dignity"(F=3.32, P=0.0136). The item of "death is not the end of life rather the beginning" was significantly decreased(F=2.54, P=0.0450). 2) Patient's quality of life as perceived by the patient showed an improvement but statistically insignificant and the mean score was 3.63 and 3.83 at admission and week 1. With the detailed item analysis, the item of "pain control" was shown to be significantly improved(F=9.19, P=0.0251). 3) The quality of score in the last week of life of patient were 3.48, 3.51, 3.44, 3.46, 3.50, respectively, from 5 week prior to 1 week prior to death and these changes were insignificant. Conclusion : The findings of this study showed a positive effect of hospice service on quality of life of the terminal cancer patients admitted to the hospice unit. To improve the quality of life, we need first of all to develop hospice interventions with a particular emphasis on the spiritual aspect of patient. Secondly, measurement instruments need to be developed to collect the quality of life of the hospice patients who become weakened especially in the last weeks of their life and with this effort more representative data of hospice patients may be collected.

• Child Health Nursing Research
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• v.19 no.2
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• pp.85-93
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• 2013

Purpose: The study purposes were to describe the process of developing the Korean versions of the Six Dimension Scale of Nursing Performance (Six-D) and Student Nurse Stress Index (SNSI) and psychometric evaluation of the two measurements. Methods: This was a methodology study using a descriptive cross-sectional design with 51 nursing students in 4th year of university. Internal consistency reliability was assessed using Cronbach alphas. Construct validity was determined by exploring correlations among Six-D, SNSI, objective structured clinical examination (OSCE), self-efficacy and grade point average (GPA). Results: Internal consistency reliability of Six-D and SNSI was acceptable with Cronbach's ${\alpha}$ of .95 and .82. Correlation analysis to determine construct validity revealed that Six-D presented positive correlations with OSCE (r=.109~.272) and self-efficacy (r=.005~.161) and negative correlation with GPA (r=-.246~-.394), although all were not statistically significant. SNSI presented all negative correlations with OSCE (r= -.007~-.238), self-efficacy (r=-.246~-.394), and GPA (r=-.092~-.426) and were mostly statistically significant except OSCE. Conclusion: Six-D needs more evidence to confirm validity to predict observed clinical competency and theoretical relationships with self-efficacy and GPA. However, SNSI presented trends of expected relationships with relevant variables. Therefore, further research is recommended in testing validity of Six-D with other student populations.

• The Journal of Korean Society for Radiation Therapy
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• v.16 no.1
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• pp.79-89
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• 2004

This study carried a comparative analysis of quality of living perceived by cancer and hospiece patients who received radiotheraphy, and influential factors in order to provide basic data for nursing goals and establishment of strategy. The subjects of the study were 50 cancer patients who were more than twenty years old and was receiving radiotheraphy in therapeutic radiology department of C university hospital, and fourteen hospiece patients who were in J hospital in Gwangju. They were conveniently sampled according to the selection standard, and researchers personally interviewed them using questionnaire and patient scripts to obtain necessary data. The results were presented as follows: 1. When cancer and hospiece patients were examined demographically, the number of 60 year-old patients were the most. The subjects whose marriage period was more than thirty-one years were the most. In medical expense, more than $70.0\%$ of the patients bore their expenses themselves. 2. When disease-related characteristics of the cancer and pospiece patients were exmained, more than $75\%$ of the patients had experience of being in hospital, and more than $60.0\%$ experienced operation. However, for prevalence period, $57.5\%$ of the cancer patients had less than six months, and $64.3\%$ of the hospiece patients had more than two years. 3. For physical symptoms of cancer patients, $77.5\%$ had fatigue, $60.0\%$ had loss of appetite, and $52.5\%$ had loss of weight while for the hospiece patients, $100\%$ had loss of weight, and $92.9\%$ had fatigue and loss of appetite. For the cancer patients, $0.0\%$ had swelling, and $7.5\%$ had bleeding, For the hospiece patients, $7.1\%$ had change in skin, and $14.3\%$ had diarrhea. 4. Mean score of the cancer subjects were as follows: family support, social support, emotional and spiritual support, physical symptoms, and periods were 3.87, 2.88, 3.10, 2.80, and 2.94 respectively. Those of the hospiece patients were 3.80, 1.96, 1.58, 2.64 and 3.24 respectively. 5. Mean score of family support of both patients were almost identical, but in character, a considerable difference was found: 3.10 and 1.58. In qualify of living, the mean score of hospiece patients was slightly lower.

• Journal of dental hygiene science
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• v.9 no.4
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• pp.443-451
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• 2009

The purpose of this study was to examine the views of dental hygiene students about the possible countermeasure of domestic hospitals for the opening of the medical market. The subjects in this study were 269 dental hygiene sophomores, juniors and seniors at two different colleges in the region of Busan. The findings of the study were as follows: The opening of the medical market and views of possible countermove, whether they agreed to that or not made a statistically significant difference to their opinions on the necessity of customer-oriented marketing strategy(p=0.023), analysis of foreign medical markets/attempt to make inroads into the markets(p<0.000) and the improvement of the quality of medical services/the diversification of the services(p=0.025). As to an intention of going to a foreign hospital, they had a statistically significantly different intention about whether to go to a foreign hospital regardless of medical bills(p<0.000), whether to consult a doctor in a foreign hospital after going to a domestic hospital first (p<0.000), whether to consider the distance between their houses and a foreign hospital(p=0.05) and whether to take considerations on the assistance of an interpreter(p=0.023). In regard to preference for foreign hospitals, American hospitals ranked first(41.9), followed by Australian hospitals(19.9) and Canadian ones(14.2).