• Journal of Information Technology Applications and Management
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• 제22권2호
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• pp.95-112
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• 2015

Spread of internet service had a huge effect on usage and spread of SNS world widely. Variety of the service has increased from human network managing to commerce, education, payment method and so on. Also, it is expanding its service territory to not only PC area but also that of mobile equipment with development of information technology. Spread of use on SNS provides existing corporations the expansion of service area. Late SNS starter companies are advancing in diverse way for attracting users by serving shopping, games and other services with association with SNS. Therefore, analysis on consumers' thought and pattern which analyze users' demand, service's function and contents and other factors in order to reflect on plans and operations of SNS is needed. On this perspective, this research is suggesting properties that are crucially related to sustained usage of SNS and study factors of SNS's characteristics that influence trust and satisfaction on SNS and continuous usage intent of SNS.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제10권3호
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• pp.1249-1272
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• 2016

In this paper, we propose a symmetric key establishment scheme for wireless sensor networks which tries to minimize the resource usage while satisfying the security requirements. This is accomplished by taking advantage of the communication pattern of wireless sensor networks and adopting heterogeneous wireless sensor networks. By considering the unique communication pattern of wireless sensor networks due to the nature of information gathering from the physical world, the number of keys to be established is minimized and, consequently, the overhead spent for establishing keys decreases. With heterogeneous wireless sensor networks, we can build a hybrid scheme where a small number of powerful nodes do more works than a large number of resource-constrained nodes to provide enhanced security service such as broadcast authentication and reduce the burden of resource-limited nodes. In addition, an on-demand key establishment scheme is introduced to support extra communications and optimize the resource usage. Our performance analysis shows that the proposed scheme is very efficient and highly scalable in terms of storage, communication and computation overhead. Furthermore, our proposed scheme not only satisfies the security requirements but also provides resilience to several attacks.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제5권10호
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• pp.1712-1732
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• 2011

Cloud provides dynamically scalable virtualized computing resources as a service over the Internet. To achieve higher resource utilization over virtualization technology, an optimized strategy that deploys virtual machines on physical machines is needed. That is, the total number of active physical host nodes should be dynamically changed to correspond to their resource usage rate, thereby maintaining optimum utilization of physical machines. In this paper, we propose a pattern-based prediction model for resource provisioning which facilitates best possible resource preparation by analyzing the resource utilization and deriving resource usage patterns. The focus of our work is on predicting future resource requests by optimized dynamic resource management strategy that is applied to a virtualized data center in a Cloud computing environment. To this end, we build a prediction model that is based on user request patterns and make a prediction of system behavior for the near future. As a result, this model can save time for predicting the needed resource amount and reduce the possibility of resource overuse. In addition, we studied the performance of our proposed model comparing with conventional resource provisioning models under various Cloud execution conditions. The experimental results showed that our pattern-based prediction model gives significant benefits over conventional models.

• 한국실내디자인학회논문집
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• 제15호
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• pp.86-93
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• 1998

An Apartment Veranda is a transitive space which is being used for many different purpose. A Rear Veranda which is connected to the kitchen is an important space for the housekeeping work and it should be planned carefully to reflect the rational and functional designs. Therefore the objective of this research is to suggest a systematic basis for the practical space planning of the Rear veranda that meets the varied needs of consumers by examining its usage pattern through the analysis of the apartment occupant's behavior pattern stored item the degree of satisfaction and consumer requirements. The research was conducted mainly on apartments built after 1990. The following are the conclusions from the research : 1. Most of the research respondents were aware of the absolute need for the Rear veranda. But they expressed dissatisfaction with the space usage. This indicates that the Rear Veranda planning does not reflect the functionality of the space and concentrates on the idea of providing consumers a service space based on the size of the apartment instead. 2. Although the Rear veranda is used as the multipurpose housework space it is mainly used as the laundry and storage space. This shows a big deviation from the concept of the utility space. Because the behavior pattern associated with the Rear Veranda is largely influenced by the traditional life pattern the development of the Rear Veranda as an exclusive space for the housekeeping work. 3. According to a high frequency of the storage of the laundry related item in the Rear Veranda indicated by the research the Rear veranda is used as the laundry room as well as a auxiliary storage space by most people. The installation of gas range is expected to increase due to the expansion of the usage function of the Rear Veranda space. The installation of a specialized refrigerator to store the traditional food is demanded. 4. Consumers need more efficient and functional storage device because the temporary shelves are often being used as the storage device. The perception of the storage device is assumed to have been influence by the traditional life style.

• 한국산학기술학회논문지
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• 제15권11호
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• pp.6856-6862
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• 2014

웹 사용 마이닝은 웹 사용자의 로그 정보를 기반으로 의미 있는 패턴을 추출하는 방법이다. 하지만 기존의 웹 사용 마이닝을 이용한 패턴 추출에는 사용자들의 다양한 성향을 고려하지 않은 개별적인 모델을 생성하는데 주를 이루고 있다. 웹에서 사용된 사용자들의 검색 키워드는 그들의 검색 의도나 배경지식에 따라 다양한 의미를 가질 수 있고, 그런 개개인의 검색의도에 맞는 검색 서비스가 제공할 수 있는 기술이 요구된다. 본 논문은 사용자 검색 키워드에 대한 웹 페이지 사용 행위 정보 및 방문한 웹 페이지 리스트를 수집하고 분석하여 웹 사용자의 패턴을 추출한다. 웹 사용자 패턴은 사용자들의 검색 키워드에 대해 가질 수 있는 다양한 검색 의도에 따른 방문 웹 페이지 연결망을 생성한다. 또한, 웹 사용자 패턴은 웹 페이지 추천을 위하여 유용하게 사용할 수 있으며, 실험을 통하여 제안하는 방법의 유효함을 확인하였다.

• 대한한방부인과학회지
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• 제28권1호
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• pp.102-112
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• 2015

Objectives: This study was performed to obtain reference data of traditional Korean medicine diagnostic methods for the practical usage in women infertility. Methods: The study involved 38 female patients of age 20-38 years that had diagnosed of infertility. All the subjects answered to pattern identification questionnaire and Questionnaire for the Sasang Constitution Classification (QSCC II). Pattern identification scores and constitution types have been analyzed with variables of infertility factors and age. Statistical analysis was performed by adopting descriptive and inferential tests. Results: In pattern identification questionnaire analysis, the patterns were observed in order of frequency: liver stasis; blood deficiency; kidney-yang deficiency; kidney-yin deficiency; damp-heat; blood stasis; and phlegm. The group, less than 35 years old, had the higher average score of liver stasis (p<0.05). Also, the group with tubal and peritoneal factors, had the higher average score of blood deficiency (p<0.05). In QSCC II analysis, So-yang type had the higher average score of liver stasis, kidney-yang deficiency, and kidney-yin deficiency. So-eum type had the higher average score of liver stasis, kidney-yang deficiency, kidney-yin deficiency, and blood deficiency. While, Tae-um type had the higher average score of liver stasis and phlegm. Conclusions: We would accumulate the clinical data for the practical usage of traditional Korean medicine diagnostic methods in women infertility.

• 대한한의학방제학회지
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• 제27권1호
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• pp.73-86
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• 2019

Objectives : In spite of the difficulty of getting Agarwood, the number of species of wild Agarwood is rapidly decreasing by insistent demands. Here, we investigate how various formula of Agarwood is used so that we can make use of them more helpful in clinics today. Methods : Determining the range of 'the Sovereign and Minister' component more than 12.96%" or 'equally used', this study distinguished whether Agarwood is used as 'the Sovereign and Minister' component among 409 Agarwood formulas in "Sheng ji zong lu(聖濟總錄)" and 103 Agarwood formulas in "Donguibogam (東醫寶鑑)". Additionally, we analyzed the component ratio of Agarwood, and also the usage in Deficiency-Excess pattern. Results : Among Agarwood formulas in "Sheng ji zong lu" and "Donguibogam", each percentage of Agarwood formulas which Agarwood comprises 'the Sovereign and Minister' component was 26%(106/406) and 13%(13/99). Analyzing these formulas of "Sheng ji zong lu", 53 formulas were used in Deficiency pattern and other 53 formulas were used in Excess pattern. Also in "Donguibogam", 6 formulas were used in each Deficiency pattern and Excess pattern, and only 1 formula in both of Deficiency and Excess pattern. Conclusions : Showing almost equal ratio of usage in Deficiency-Excess pattern, this study showed that those Agarwood formulas of "Sheng ji zong lu" and "Donguibogam" which Agarwood comprises 'the Sovereign and Minister' component can be used in both Deficiency-Excess pattern evenly.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권4호
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• pp.1489-1503
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• 2018

Spectrum reuse has attracted much concern of researchers and scientists, however, the dynamic spectrum access is challenging, since an individual secondary user usually just has limited sensing abilities. One key insight is that spectrum usage forecasting among secondary users, this inspiration enables users to obtain more informed spectrum opportunities. Therefore, spectrum usage forecasting is vital to cognitive radio networks (CRNs). With this insight, a spectrum usage forecasting model for the occurrence of primary users prediction is derived in this paper. The proposed model is based on auto regressive enhanced primary user emergence reasoning (AR-PUER), which combines linear prediction and primary user emergence reasoning. Historical samples are selected to train the spectrum usage forecasting model in order to capture the current distinction pattern of primary users. The proposed scheme does not require the knowledge of signal or of noise power. To verify the performance of proposed spectrum usage forecasting model, we apply it to the data during the past two months, and then compare it with some other sensing techniques. The simulation results demonstrate that the spectrum usage forecasting model is effective and generates the most accurate prediction of primary users occasion in several cases.

• 정보처리학회논문지B
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• 제9B권4호
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• pp.389-390
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• 2002

동적 웹 컨텐츠 제공에서 고객을 위한 추천서비스에 이르는 인터넷 기반의 전자상거래 애플리케이션에서는 고객이 어떤 성향을 가지고 있는가에 대한 정보를 획득하는 것이 중요하다. 웹 개인화의 대표적인 기술인 협력적 석과는 사용자의 정보를 정적인 프로파일 형태로 저장하여 사용자의 성향 변화를 빨리 획득할 수 없다. 또한 사용자의 명시적 평가 의존성, 확장성 부족, 다차원 공간 데이터에 대한 적용 어려움 둥의 문제점을 가지고 있다. 이와 같은 단점을 해결하기 위한 해결 방안으로 웹 사용 정보 마이닝(web usage mining)이 쓰이고 있다. 웹 사용 정보 마이닝은 서버에 축적된 웹 사용 데이터(web usage data)를 이용하여 패턴을 발견하는 기술이다. 특히 연관 규칙 생성 알고리즘으로 웹 사용 패턴(web usage pattern)을 찾고 패턴을 클러스터링하는 기술이 사용되고 있다. 그러나 연관 규칙 생성 알고리즘은 많은 수의 패턴들을 찾고 또 유용하지 못한 패턴을 발견하는 단점이 있다. 본 논문에서는 검증된 웹 사용 패턴을 이용한 동적 사용자 프로파일 생성 방법을 제안한다. 먼저 패턴 발견을 위해 연관 규칙 생성 알고리즘인 Apriori를 이용하고 사용자 프로파일을 위한 클러스터를 생성하기 위해 ARHP를 채택하였다. 클러스터를 생성하기 전에 Dempster-Shafer 이론을 이용하여 유용하지 못한 패턴을 제거하는 패턴 검증 과정을 수행한다. 검증된 패턴을 이용하여 클러스터를 생성하고 사용자의 현재 활성화된 세션에 따라 동적으로 사용자 프로파일이 생성된다

• Applied Biological Chemistry
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• 제36권6호
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• pp.525-532
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• 1993

쌀의 주요 저장 단백질중의 하나인 알콜용해성 프롤라민의 성질을 분석하고 이들을 동정하기 위하여 유전자 database로부터 얻은 17개의 프롤라민 유전자의 염기서열을 상호비교 분석하였다. 유전자로부터 유추된 단백질 서열의 다중분석결과 프롤라민들은 계통발생적으로 type에서 type IV의 4개의 군으로 크게 분류할 수 있었다. 이러한 분류는 아미노산 서열 중간과 카복실 말단쪽의 짧은 결손에 의해 여러 형태의 아미노산 서열에 의한 것임을 알 수 있었다. 1군에서 4군까지의 군들은 meththionine과 cysteine과 같은 황을 포함하는 아미노산이 각각 1, 4, 10, 30%로 구성된 특징을 보여 주었다. 또한 각 군들은 등전점이 9.2, 8.2, 6.7, 7.4인 각군별로 매우 상이한 등전점을 나타내었다. 아울러 GC3s에 대한 유효 암호수(effective codon number, Nc)와 우선 암호수(preferred codon number)의 분석과 상관 그래프를 통해서 프롤라민 유전자들의 군별 전이 효율의 차이가 현저하여 프롤라민 생산 수준의 군별차이의 가능성을 제시하였다.