• 한국도서관정보학회지
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• 제38권3호
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• pp.223-246
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• 2007

본 연구에서는 FRBR 모형 기반 서지검색시스템의 검색 효율성을 평가하기 위해서 두 개의 실험 시스템을 구축하였다. 즉, FRBR화 알고리즘을 적용한 FRBR 기반 시스템과 일반 OPAC 기반 시스템을 387건의 KORMARC 기반 음악 자료를 데이터베이스로 활용하여 구성하였다. 그런 다음, 6개의 연구 가설을 세우고 28명의 피조사자와 표현형 질문 6개와 구현형질문 6개로 구성된 총 12개의 검색 질문을 이용하여 이 두 시스템을 재현율, 정확률 및 검색 시간을 측정 기준으로 하여 비교, 분석하였다. 중다변량분석과 t-검증을 이용하여 실험 결과를 분석한 결과, FRBR 시스템이 질문의 유형을 가리지 않고 평균 재현율이 OPAC 시스템 보다 단연 앞서는 것으로 나타났고, 구현형 질문의 경우 OPAC 기반 시스템이 FRBR 기반 실험시스템보다 평균 정확률이 조금 높았고 평균 검색 시간이 더 짧게 나타났다. 현 검색 환경에 FRBR 기반 시스템을 적용시키기 위해서는 우선 서지적 연관성이 높은 분야에 활용될 수 있으며 이러한 분야에 적용될 때 OPAC 시스템을 대체하기보다는 이를 보완하면서 FRBR 시스템의 특성을 살려 질의 유형이 표현형인 경우 또는 높은 재현율을 요하는 경우 특히 효율적으로 적용될 수 있음을 제안하였다.

• 융합신호처리학회논문지
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• 제21권2호
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• pp.73-78
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• 2020

근골격 질환은 착석 자세로 업무 및 학업을 장시간 진행하거나 잘못된 자세 습관으로 발생하는 경우가 많다. 일상생활에서 근골격 질환을 예방하기 위해서는 실시간 착석자세 모니터링을 통해 잘못된 자세를 바른 자세로 유도하는 것이 가장 중요하다. 본 논문에서는 의자에 밀착된 착석 정보를 무 구속적으로 검출하기 위하여 다채널 압력센서 기반의 자세 측정 시스템과 사용자의 착석 자세 분류를 위한 CNN 모델을 제안한다. 제안된 CNN 모델은 착석 자세 정보를 기반으로 압력분포에 따른 사용자의 5가지 자세 분석이 가능하다. 필드테스트를 통한 자세 분류 신경망의 성능평가를 위하여 10명의 피실험자를 대상으로 분류결과에 대한 정확도, 재현율, 정밀도 및 조화 평균을 확인하였다. 실험 결과, 99.84%의 accuracy, 99.6%의 recall, 99.6%의 precision, 99.6%의 F1을 확인하였다.

• 대한장애인치과학회지
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• 제13권2호
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• pp.73-79
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• 2017

The purpose of this study was to analyze the dental treatment of patients with disabilities, especially according to the frequency of general anesthesia, and to propose the improvements in oral care. The subjects of the present study were 85 patients including age, sex, medical condition, dental treatment and the number of general anesthesia. The patients were divided into regular and irregular check groups according to their follow-up patterns. These two groups were compared for the frequency of general anesthesia and the type of repeated treatment. The results showed that restorative treatment was superior in numbers under first visit of general anesthesia. And more general anesthesia was performed in the irregular recall check group compared with the regular recall check group. This survey suggest that easy access to a dental clinic and the convenience of treatment is needed. On the other hand, there is a time limit on the dental care for disabilities by the dentist. Therefore oral care training program should be simultaneously provided for parents to improve the efficiency of dental care at home. In conclusion, efforts should be made for more comprehensive and effective dental care including regular recall check and preventive home care for disabilities.

• 한국정보시스템학회지:정보시스템연구
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• 제18권3호
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• pp.111-134
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• 2009

Today many owners of Web sites are looking to user's satisfaction survey as a key means of measuring the usability of a Web site. While it is preferred for it simplicity and ease of use, this survey method is not without potential risks. This paper focuses on showing that the existing practice of questionnaire-based usability measurement is subject to human recall errors, and that such flaws can be reduced when the questionnaire survey is followed by the users hands-on experience of the site. An empirical study was conducted, and the results indicate that the above speculation holds true. Even if respondents felt highly confident about their responses on a recall survey, a hands-on experience with a focal Web site increased the extent to which the respondents were satisfied with the shopping mall site. This indicates that a user's perception of the quality of a Web site may be distorted or lost as time goes by. In addition, the findings have shown that the use of the verbal protocol analysis method can reveal critical information that can help track the root causes of Web site usability problems, thereby helping to develop site enhancement strategies. The paper concludes with directions for future research.

• 인간식물환경학회지
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• 제21권6호
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• pp.515-521
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• 2018

The purpose of this study was to investigate the effects of horticultural activities with reminiscence materials and singing songs on the ability to recall words and depression in the elderly with mild dementia. A total of 20 sessions of a horticultural therapy program was held once or twice a week from July 14, 2015 to November 3, 2015 for the elderly with mind dementia at the social welfare center in D city. The subjects of this study were 13 women and the mean age was 81.2 years. The ability to recall words significantly improved from $8.6{\pm}1.8$ before the program to $9.4{\pm}0.6$ after the program (p=.012). However, there was no significant difference in the score of depression after the program. Synergistic effects were generated by applying horticultural activities, singing and reminiscence therapy activities simultaneously, and it was effective in recalling memories. As emotional functions were associated with hormones in vivo, there were emotional ups and downs at each session and short-term alternative therapies were not sufficient to completely eliminate neurotoxic substances caused by dementia.

• 한국문헌정보학회지
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• 제19권
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• pp.189-241
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• 1990

This study identified cognitive styles of online searchers in terms of Field Dependence (FD) and Field Independence (FI) dimension and determined whether searching performance was affected by FD / FI cognitive differences between online searchers and the extent to which searching performance was affected by the FD / FI dimension of cognitive style. This study used a quasi experimental design with 41 student subjects using the Lockheed DIALOG system and ERIC ONT AP database. Cognitive styles of student subjects were measured by using GEFT (Group Embedded Figure Test) and the subjects were divided into two cognitive groups- FD and FI based on the GEFT scores. Each subject was assigned two predetermined searches which had different search goals-a 'high precision search' and a 'high recall search.' Search performance of the two cognitive groups on the two problems was compared in order to see how these two groups responded to achieving different search goals in terms of search strategy, search inputs, and resulting search outputs. The major findings of this study were: 1. The pattern of approaching a search problem regardless of whether it was a high precision search or a high recall search was not significantly different between the two cognitive groups. 2. The FI group tended to use significantly more terms for the high recall search than the FD group but slightly less time than the FD group. However, significant differences in connect time between the two groups were not revealed. 3. For both search problems the FI group achieved a significantly higher success rate than the FD group. The FI group were significantly more successful searchers than the FD group. As for unit / cost, although the FI group were more cost effective than those of the FD group for both searches, these differences were too small to be statistically significant. 4. Mean differences of the search performance variables between the FD / FI groups were consistent across the two types of search questions. The FI group seemed to be equally effective for both types of search questions. In conclusion, the differences found in number of terms used and success rate between the two cognitive groups apparently resulted from different cognitive styles.

• 한국IT서비스학회지
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• 제18권1호
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• pp.1-12
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• 2019

The purpose of this study is to find out what type of skip button used in forced exposure advertising is the most positive to the users. The four types of skip buttons were produced for the experiment and tested by survey and eye tracker to reveal the effects of the skip buttons on perceived intrusion, advertising attention, attitude toward advertising, and memory consisting of recall and recognition. Out of 80 participants, 20 were randomly assigned to the specific type of skip button group. The results showed that there is no statistical difference in advertising attention, perceived intrusiveness and attitude toward advertising. However, the recall and recognition rate are the highest in the static text type and kinetic text, product image, and default follow statistically. This study has implications for using skip buttons as a major variable for inventory of TrueView advertising effects and suggests that the amount of information in the image is critical processed by users within very short time.

• 한국안전학회지
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• 제23권1호
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• pp.46-50
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• 2008

The purpose of the present study was to investigate the mariner's information characteristics in ship-ta-ship collision situation using the full mission ship-handling simulator. Risk levels of ship-to-ship collision were manipulated by whether the target ship complies with the naval regulations and by movement patterns of target ship. Dependent variables reflecting mariner's information characteristics in ship-ta-ship collision situation were measured in terms of radar detection reaction time, free recall performance of past navigation situation, and subjective ratings for the task difficulty. The results showed that, in general, the mariners appeared to be deteriorated in their radar detection reaction time and free recall performance as the risk of ship-ta-ship collision increased. Also, the mariners tended to rate required tasks more difficult in the high risk ship-ta-ship collision situation.

• 정보보호학회논문지
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• 제33권1호
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• pp.1-12
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• 2023

다변량 시계열 이상 탐지 과업에서 정답 값이 존재하는 데이터를 얻는 것은 매우 시간 집약적인 일이다. 따라서 최근 정답 값이 필요 없는 비지도 학습법(unsupervised learning)에 관한 많은 연구가 진행되었다. 하지만 다변량 시계열 이상 탐지 과업에 특화된 주요 구조와 세부적인 특성에 대한 심화 있는 논의는 이루어지지 않았다. 본 논문에서는 비지도 학습 기반의 다변량 시계열 이상 탐지 모델과 특장점을 포괄적으로 분석하여 분류하였다. 전력 계통(power grid) 또는 Cyber Physical System(CPS)과 같은 현실 세계 데이터 집합에서 현실적인 이상 상황을 고려하여 학습을 진행하였고, 실험 결과를 바탕으로 각 모델의 정량적 성능을 비교 분석하였다. 성능 지표로는 정밀도(precision), 재현율(recall)과 F1 점수를 사용하여 성능을 측정하였다.

• 한국HCI학회논문지
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• 제14권2호
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• pp.41-47
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• 2019

본 연구는 시각장애인들이 도로를 안전하게 횡단할 수 있도록 신호등 인식 및 음성안내를 제공해주는 임베디드 시스템의 설계를 제안한다. 시각장애인에게 독립보행은 큰 어려움으로 작용하고 있으며, 독립보행의 제한은 그들의 삶의 질을 저하시키는 요인으로 작용하고 있다. 도로횡단에서의 신호등 인식과 도로 및 차로의 구분 불가는 시각장애인의 독립보행을 방해하는 가장 큰 요인 중 하나이다. 본 연구에서 제안하는 스마트기기는 안경에 달린 초소형 카메라로 GPU 보드에 탑재된 머신러닝 알고리즘을 이용하여 보행자 신호등을 검출 및 인식하며, 음성 안내를 유저에게 전달해준다. 휴대성을 위하여, 기기는 충분한 배터리 수명과 함께 소형 및 가볍게 디자인되었다. 또한, 안경 다리에는 외부 소리를 막지 않으면서 음성 안내를 전달해주는 골전도 스피커가 부착되어 있다. 본 연구에서 제안하는 스마트기기는 실험을 통하여 보행자 신호의 초록 신호에 대하여 87.0%의 검출율(recall)과 100%의 정확도(precision)를 가지며, 빨간 신호에 대하여, 94.4%의 검출율(recall) 값과 97.1%의 정확도(precision)를 가지는 것으로 유효성을 확인하였다.