• International Journal of Computer Science & Network Security
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• 제22권6호
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• pp.346-356
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• 2022

The jurisprudential legal rules govern the way Muslims react and interact to daily life. This creates a huge stream of questions, that require highly qualified and well-educated individuals, called Muftis. With Muslims representing almost 25% of the planet population, and the scarcity of qualified Muftis, this creates a demand supply problem calling for Automation solutions. This motivates the application of Artificial Intelligence (AI) to solve this problem, which requires a well-designed Question-Answering (QA) system to solve it. In this work, we propose a QA system, based on retrieval augmented generative transformer model for jurisprudential legal question. The main idea in the proposed architecture is the leverage of both state-of-the art transformer models, and the existing knowledge base of legal sources and question-answers. With the sensitivity of the domain in mind, due to its importance in Muslims daily lives, our design balances between exploitation of knowledge bases, and exploration provided by the generative transformer models. We collect a custom data set of 850,000 entries, that includes the question, answer, and category of the question. Our evaluation methodology is based on both quantitative and qualitative methods. We use metrics like BERTScore and METEOR to evaluate the precision and recall of the system. We also provide many qualitative results that show the quality of the generated answers, and how relevant they are to the asked questions.

• 한국인터넷방송통신학회논문지
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• 제23권2호
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• pp.103-111
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• 2023

본 논문은 시계열 데이터에 존재하는 이상값을 정상값으로 변환하는 새로운 데이터 보정기법을 제안한다. 최근 IT기술의 발전으로 센서를 통해 방대한 시계열 데이터가 수집되고 있다. 하지만 센서의 고장, 비정상적 환경으로 인해, 대부분의 시계열 데이터는 다수의 이상값을 포함할 수 있다. 이상값이 포함된 원천 데이터를 그대로 사용하여 예측모델을 구축하는 경우, 고신뢰도의 예측 서비스가 실현되기 어렵다. 이에 본 논문은 LSTM-GAN 모델을 활용하여 원천 시계열 데이터에 존재하는 이상값을 탐지하고, DTW(Dynamic Time Warping) 및 GAN 기법을 결합하여 분할된 윈도우 단위로 이상값을 정상값으로 보정하는 기법을 제안한다. 기본 아이디어는 탐지된 이상값이 포함된 윈도우에 인접한 정상 분포 데이터의 통계정보를 DTW에 적용하여 연쇄적으로 GAN 모델을 구축하여 정상적 시계열 데이터를 생성하는 것이다. 오픈 NAB 데이터를 활용한 실험을 통해, 우리는 제안 기법이 기존 2개의 보정기법보다 성능이 우수함을 보인다.

• 현장농수산연구지
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• 제10권1호
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• pp.29-41
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• 2008

This research was conducted to develop a technology transfer and farmer's extension of newly released technology of Bokto seeding method for crop and vegetable production based on the theory of Asian and Pacific Center for Transfer of Technology(APCTT). This technology has recently transferred to not only Korea but also other countries like North Korea, China, Japan, Taiwan, Russia and Africa(Cameroon, Sudan and South Africa) since 2005. It has known as a highly reduction of production cost in terms of labors, chemical fertilizer and pesticides as well as environmental friendly due to a deep and side banded placement of chemical fertilizer at basal application. In addition this technology was proven to a precision farming on sowing depth and mechanism of chemical application method and also highly resistant against disasters like typhoon, flooding, low temperature, drought and lodging due to silicate application. It has improved a constraints such as a poor seedling establishment, weed occurrence, lodging, low yield and poor grain and eating quality in the previous direct seeding methods but still have a problem in occurrence of weedy rice and ununiformed operation of wet or flooded soil condition. Also this technology has a limit in marketing and A/S system. Based on a theory of APCTT evaluation and analysis this technology may be more concentrated on establishment of a special cooperation team among researcher and scientists, extension workers, industry sections and governmental sectors in order to rapidly transfer this technology to farmer's field. Also there will be needed to operate a web site for this newly released technology to inform and exchange an idea, experiences and newly improved information. A feed back system might be operated in this technology as well to improve a technology under way on users' operation. Also user's manual will be internationally released and provided for farmer's instruction and training at field site.

• 영어영문학
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• 제55권4호
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• pp.661-692
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• 2009

From the Darwinian perspective, all the human behaviors and thoughts are operated by "the selfish gene," the term coined by Richard Dawkins, which has long been evolving to survive by utilizing the limited quality and quantity of resources. And an organism which fails to regenerate by creating its "replicator" is doomed to extinction, for gene combinations which help an organism to survive and reproduce tend to also improve the gene's own chances of being passed on through generations. Dawkins also coins the term "meme" for a unit of human cultural evolution analogous to the gene, suggesting that such selfish replication may also be the principle for human culture. Ian McEwan is not only a controversial but more importantly influential writer in the 21st century academic world. His 1997 book Enduring Love is not exceptional in that it draws both literary and scientific attention. Intentionally set up with the dynamic conflict between the two cultures, namely art and science, the book explores the way in which the state of the modern minds is misinterpreted and estranged by each other. In this novel, the three main protagonists, Joe, Clarissa, and Jed, each representing the very important three elements of human civilization-cognition/science, emotion/art, and faith/religion-meet an unexpected peril of life. The author of the novel employs the narrative of evolutionary science-in particular the narratives of gene and meme-to provoke the question of the two cultures famously addressed by Snow in the mid 20th century and the further discussions followed by the later Darwinian scholars such as Richard Dawkins. In this paper I aim to illustrate the way in which the author develops the idea of gene science and literature and how he proceeds to provide a sophisticated bridge between the two cultures and induce a kind of consilience by the recurrent name of love in the story of Enduring Love.

• International Journal of Computer Science & Network Security
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• 제23권11호
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• pp.32-42
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• 2023

The paper describes the new approaches to the automated analysis of curricula according to the higher education standard. The analysis process is proposed to carry out in two ways: (a) the analysis of completeness and sufficiency of curricula according to the standard of higher education; (b) the comparison of curricula of the same qualification and specialty. The problem of improving the quality of university students' training launches the process of monitoring and analyzing educational curricula and their correspondence to the higher education standard. We developed the rules and methods to compare curricula. In addition, we implemented the automated system of curricula comparison. The paper reveals the use of these methods based on the analysis of the curriculum bachelor level of higher education "Informatics", specialty "Computer science", at the Faculty of Computer Science and Cybernetics of the Taras Shevchenko National University of Kyiv. The findings put towards the idea that the implementation of developed methods as well as the automated system of curricula analysis will improve the educational services by higher education institutions.

• 간호행정학회지
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• 제7권1호
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• pp.97-110
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• 2001

An image exists in the thought of every subjective person and it exercises its influence over everything, having a great power in the real world. An positive image of the nurse has an influence on her faith, value and confidence, therefore increasing her job satisfaction, helping to upgrade her level of profession of nursing through qualitative nursing service as a result, considering the necessity of such an image when it comes to improvement of the profession, the confirmation of the image is indispensable to its evaluation of a speciality in nursing. This study is intended to help that improvement of the nursing profession in the present so that the total effort in every field of nursing is made and to offer basic material for developing a strategy to improve the image of nurses. This study is designed to investigate such an image descriptively. The subjects include 105 nurses, 60 doctors, 68 office workers, 88 medical engineers, 127 patients and there protectors with a total of 448 adapted with accidental sampling, who work at Y and W general hospital in Chonju. The measuring instrument consists of 40 question, with the researcher amended and made from on of Inja Song(1993), Donsoon Lee(1995), Ilsim yang(1998), and its Cronbach's alpha coefficient is .95. Data were collected from March 1 2000 to March 20, 2000 using self-reported questionnairs, analyzed with SPSS WIN 7.5 after encoding. The results are as follows: 1. Most of the subjects thinks the nursing as a hard, stressful, always busy job(more than 75%), and consider nurses as good-looking, supportive and responsible to co-workers to above average degree($50.0{\sim}74.9%$), especially it shows the idea that nursing is independently academic job and has come to fasten itself upon the public. But it shows below the everage($25.0%{\sim}49.9%$) in regard to self development as a specialist, affection for there job, an association activity, service to the community, high intelligence level and direct given patient nursing service. It also rated low as a recommendable job, independently nursing accomplishment, social position. 2. The nurses, patients and there protectors expressed more positive opinions than doctors, medical engineers, office workers about the image of the nurse(F=18.80, p=.00). This fact indicates that the former group evaluated the image similarly contrary to lowness of the latter. 3. In the study on what influenced upon the image, it defines to 79.8% by direct contact in the hospital or acquaintance with nurses, and 16.3% by mass media. 67.3% answered that they saw the image in a new light through hospitalization, which suggests an important source for the image management originates from caring for the quality of nursing service. Considering the evaluation of the image above, we need strategies to lead a unique professional knowledge and technological development, insurance of professional self-determination, high social position, participation in group activities, dedication to lifetime job, in order that nursing comes to expand as a professional occupation. Also, as for generating more positive images, we must take the quality of nursing service into account and offer and monitor correct information about the expanded role and function of the nurse continuously so that mass media reflect a more accurate image of nurses in general.

• 유통과학연구
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• 제16권11호
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• pp.47-56
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• 2018

Purpose - In this research, the expectation level of service of Incheon International Airport was investigated. Service expectation level is critical to the customers' satisfaction and should be managed. Regarding the expectation level of service, the concepts have been defined and introduced by some researchers including Zeithaml, Berry, and Parasuraman (1993). However, due to the difficulties of measuring the level, researches on the expectation level of service have been limited. The main reason of difficulties of measuring the effects is that desired service, adequate service, perceived service, predicted service which are the conceptual components of the expectation level of service are psychologically described concepts and thus are hard to set up standards and to measure numerically. All that one can discern is that desired service level is higher than adequate service level or perceived service level is lower than predicted service level under the certain conditions, etc. Research design, data, and methodology - In this research, the level of service and factors affecting the level are investigated using the case of an Airport. The main idea of research is to investigate whether a supposed factor that is alleged to affect the expected service level is working empirically. The supposed factor is service provider's promise to provide certain level of service to customers. Results - The research results can be summarized as follow. First, service provider's promise, in this case the Airport's Service Quality Award by Airports Council International which can be regarded as objective promise to provide the certain level of service to customers is turned out to be influential to factors affecting expectation level of service. Second, service provider's promise affects to move the customers' expectation level of service upward especially the service of delivering the necessary information to customers in the airport correctly and swiftly. Conclusions - The implications of the research results are, first, customers' expectation level of service in influenced by service provider's promise, second, airport's service award increases the level of customers' service level and as a result for the airport to meet the customers' expectation level of service more efforts should be made.

• 대한전자공학회논문지SP
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• 제38권2호
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• pp.129-137
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• 2001

Matching Pursuit Algorithm은 저 전송 채널에서의 비디오 부호화에 뛰어난 효과를 나타내고 있지만, 주어진 입력 영상을 가장 유사하게 표현 하는데 필요한 구성 신호들을 찾아내기 위한 연산량이 많다는 현실적 문제점을 갖고 있다. 본 논문은 영상에 열화를 주지 않고 연산량을 크게 줄일 수 있는 새로운 방법을 제안한다. 이 방법은 전체적인 Matching Pursuit Algorithm중에서 가장 많은 연산을 요구하는, 영상을 구성하는 기본 신호들을 찾아내는데 필요한 내적 연산을 줄이는데 기초한다. 이를 위해 첫번째 과정으로 기존의 고속 방법인 분리성(Separable property)을 이용한 방법을 사용하여 주어진 입력영상과 수직성분의 1차원 기본 신호를 내적 하여 생성되는 결과값들을 저장한다. 두 번째 단계에서는 수평성분의 1차원 신호와의 내적 연산에 적용되는 부분들로 이루어진 1차원 신호들을 위치벡터의 개념을 도입하여 벡터길이를 측정한 후, 그 길이 값과 현재까지의 최대 내적 절대값을 서로 비교한 후 수평성분과의 내적 연산을 수행할지 하지 않을지를 판단한다. 대부분의 신호들은 다음단계의 내적 연산을 필요로 하지 않기 때문에 내적 연산랑을 크게 줄일 수 있다. 실험결과에 나타난 바와 같이, 대부분의 영상에서 화질에 전혀 열화를 수반하지 않고 기존 Neff의 고속방법보다 약 70%정도의 내적 연산량이 줄어듦을 알 수 있다.

• 한국조리학회지
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• 제15권2호
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• pp.150-160
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• 2009

본 연구는 농후제로 일반적으로 사용되는 루(roux)의 첨가량을 달리하여 품질 특성을 비교 분석한 것으로 최적의 데미글라스 소스의 농도를 확인하여 데미글라스 소스의 대량생산을 위한 재료 배합비의 표준화 된 제조 공정을 확립하여 최적화하고자 하였다. 갈색 육수에 루를 첨가함으로써 전체적인 색이 옅어지며, pH, 염도에는 큰 영향을 미치지 않지만, 당도는 루의 첨가량에 따른 영향이 있음을 알 수 있었다. 점도계를 사용하여 각각의 rpm을 달리하여 점도를 측정한 결과, 루의 첨가량이 증가할수록 점도는 높아짐을 알 수 있었는데, 점도가 증가함은 첨가된 루의 밀가루 전분에 의한 것으로 보여진다. 기호도 조사 결과, 갈색 육수에 루를 9% 첨가한 데미글라스 소스를 가장 선호하는 것으로 나타났다. 또한, 루를 첨가하지 않은 대조군이 가장 낮은 기호도를 보인 것은 일반적으로 소스는 농후제의 첨가가 중요한 영향을 끼치기 때문으로 농후제인 루 첨가량에 의해 관능적 특성 중 점도뿐만 아니라 다른 특성의 기호도에도 큰 효과를 보인 사실로부터 루는 농후제이지만 복합적으로 기호도에 영향을 주며, 첨가량에 따른 일정한 경향이 존재하는 것이 아닌 농도의 최적치가 존재하고 있음을 알 수 있었다. 이러한 최적화 된 농도의 확인을 통하여 데미글라스 소스의 대량생산을 위한 표준화 된 제조 공정을 확립한 최적화는 품질적인 맛뿐만 아니라 우수한 영양성분을 포함하고 있는 한층 고급스러운 데미글라스 소스를 개발하는데 도움이 될 것이다.

• 한국멀티미디어학회지
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• 제9권3_4호
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• pp.27-35
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• 2005

문화컨텐츠의 개발과 관련된 일체의 기술을 CT라고 한다. CT는 문화컨텐츠시장을 둘러싼 여건들의 변화와 더불어 같이 변화해야 한다. 문화컨텐츠 시장이 변화하고 있다. 그 변화는 다섯까지 정도로 요약할 수 있다. 첫째, 문화상품 소비자들의 취향이 감각적으로 변하고 있다. 둘째, 문화상품 소비 경험이 늘어나면서 상품의 인지적(cognitive) 특성에 둔감해지고 있다. 셋째, 소비자들의 문화적 안목의 성장이 공학적 기술의 발전속도를 추월하고 있다. 넷째, 문화산업의 규모가 커지면서 컨텐츠 개발의 목표가 "성공하는 상품"에서 "실패하지 않는 상품"으로 변하고 있다. 다섯째, 문화적 다양성이 높아지고 있다는 점이다. 이런 변화는 문화상품 개발자와 소비자들 간의 감성 차이를 크게 만들어 커다란 감성적 괴리를 만든다. CT에서 감성공학은 이런 문제에 대한 중요한 한 가지 대안이 될 수 있다 감성공학은 체성 감성과 심미적 감성의 배후 원리와 응용기술을 연구하는 분야다. 구체적으로는 이들 감성의 생리적 혹은 심리통계적 지표를 통한 감성측정과 감성을 유발하는 지각적 속성의 파악이 기본이 된다. 이를 토대로 다양한 응용기술을 개발하고 산업화하려 노력한다. 문화컨텐츠 산업에 대한 몇 가지 오해 가운데 하나는 이들 분야가 반짝이는 아이디어 나 어느 개인의 재능 하나로 승부를 걸 수 있는 분야라고 믿는 것이다. 그러나 많은 문화컨텐츠 산업을 면밀히 관찰해보면 그렇지 않다는 것을 알 수 있다. 많은 자본이 들어가거나 세련된 마케팅 기술이 작용하고 있는 경우가 대부분이다. 우리에게는 부족한 요소들이다. 이를 극복하기 위한 방법 가운데 하나가 감성에 대한 과학적이고 공학적인 접근이 될 수 있다. 감성공학은 외국과 견주어 아직까지 나름의 경쟁력을 갖고 있는 분야이기 때문이다.