• Proceedings of the Korean Information Science Society Conference
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• 2002.10c
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• pp.619-621
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• 2002

네트워크 기반 컴퓨터 시스템은 현대사회에 있어서 매우 중요한 역할을 담당하고 있기 때문에 이들은 정보 범죄들로부터 안정적이면서 효율적인 환경을 제공하는 것은 매우 중요한 일이다. 현재의 침입탐지 시스템은 네트워크 상에서 지속적으로 처리되는 대량의 패킷에 대하여 탐지속도가 떨어지고, 새로운 침입유형에 대한 대응방법이나 인지능력에도 한계가 있기 때문이다. 따라서 다양한 트래픽 속에서 탐지율을 높이고 탐지속도를 개선하기 위한 방안이 필요하다. 본 논문에서는 침입탐지 능력을 개선하기 위해 먼저, 광범위한 침입항목들에 대한 탐지 적용기술을 학습하고, 데이터 마이닝 기법을 이용하여 침입패턴 인식능력 및 새로운 패턴을 생성하는 적용기술을 제안하고자 한다. 침입 패턴생성을 위해 각 네트워크에 돌아다니는 관련된 패킷 정보와 호스트 세션에 기록되어진 자료를 필터링하고, 각종 로그 화일을 추출하는 프로그램들을 활용하여 침입과 일반적인 행동들을 분류하여 규칙들을 생성하였다. 마이닝 기법으로는 학습된 항목들에 대한 연관 규칙을 찾기 위한 연역적 알고리즘을 이용하였다. 또한, 추출 분석된 자료는 리눅스기반의 환경 하에서 다양하게 모아진 네트워크 로그파일들을 본 논문에서 제안한 방법에 따라 적용한 결과이다.

• Journal of Digital Convergence
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• v.10 no.1
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• pp.165-175
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• 2012

The government, Ministry of Education, Science and Technology(MEST) presented a new policy that standardizes digital textbooks as a method to accept the change of education paradigm in 2006. Since 2007, MEST has begun to provide digital textbooks for some elementary schools. MEST proposes to change digital textbooks as a standard in elementary, middle, and high schools in the future. However, the use of digital textbooks has led to concern about the health of students. The purpose of this study was to identify health-adverse effects of the use of digital textbooks on the health of students. Literature reviews regarding digital textbooks including national and international literature were conducted. The literature reviews found the key physical and psychological factors to be considered in using digital textbooks. The physical factors were symptoms and signs associated with eye, musculoskeletal system, general health, and skin. The mental factors were 'burn out of study' and 'stress due to study'.

• Journal of Information Technology Applications and Management
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• v.28 no.4
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• pp.33-43
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• 2021

While youth unemployment has recorded the lowest level since the global COVID-19 pandemic, SMEs(small and medium sized enterprises) are still struggling to fill vacancies. It is difficult for SMEs to find good candidates as well as for job seekers to find appropriate job offers due to information mismatch. To overcome information mismatch, this study proposes the fine-turning model for bidirectional HR matching based on a pre-learning language model called BERT(Bidirectional Encoder Representations from Transformers). The proposed model is capable to recommend job openings suitable for the applicant, or applicants appropriate for the job through sufficient pre-learning of terms including technical jargons. The results of the experiment demonstrate the superior performance of our model in terms of precision, recall, and f1-score compared to the existing content-based metric learning model. This study provides insights for developing practical models for job recommendations and offers suggestions for future research.

• The Journal of the Korea Contents Association
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• v.17 no.8
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• pp.325-337
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• 2017

The purpose of this study is to examine the effectiveness of flipped learning lesson on the human social behavior and social environment subject. In order to achieve this object, this study conducted qualitative analysis of class-evaluation and self-evaluation and quantitative analysis using the questionnaire. As a result, it was confirmed that flipped learning method works very effectively in the theoretical curriculum of social welfare. Participants assessed that their comprehension and presentation skills improved. In addition, their self-esteem improved after this class. However, this teaching may be rather negative for participants who had difficulties in pre-learning or a passive attitude. In order to improve this problems, the instructors should be prepared to make pre-learning better. As well as, they should prepare countermeasures for passive participants, and help interact well among the participants.

• Korean Journal of Cognitive Science
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• v.12 no.1_2
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• pp.55-63
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• 2001

Speaking generally, agent-based technology is a kind of technology to handle the flood of information resulted from the popularization of the internet. Agent system is a multi-distributed system which consists of both homogeneous and heterogeneous agents. Generally there is a coordination agent in between which is in charge of control and m message flow among the application agents. The purpose of this thesis is to propose a coordination method among agents, some of which provide informations and some of which request them. In multi-agent system, the Information Providing Agent(IPA) registers its capabilities to Coordination Agent(CA) and the Information Requesting Agent(lRA) requests CA what it needs. To coordinate them with satisfactory results the coordination agent ought to have an ability to return a relatively proper data to the requester which is supposed to be similar even though it is not so exact as was intended. For this, this thesis proposes a scheme for an coordination agent to find an IPA which provides an information which correlates most closely with that of IRA.

• Journal of The Korean Association For Science Education
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• v.25 no.4
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• pp.480-493
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• 2005

The development of modem technology made people more aware of the importance of science education, which was followed by research on textbooks based on the new curriculum. This study compared physics textbooks that were published after the new curriculum started in 2000 and 2002 in Korea and Japan, respectively, and aimed to become a reference for further improvement of science curriculum and textbook reform. The results were as follows : 1. The number of teaching topics in Korean science textbook is greater than those in Japan. 2. In detail, the field of physics appeared to be relatively more important in Korea's textbooks, while it was the field of biology that was given more weight in textbooks in Japan. 3. The textbooks in Korea and Japan covered in more detail the concepts of 'power and energy' and 'electricity and magnetism', respectively. 4. The textbooks in Korea introduced the contents of magnetism initially, whereas their counterparts in Japan, the contents of light. As a whole, the contents of the science textbooks in Korea and Japan were very similar. However, more detailed concepts were included in Korea's textbooks, and therefore, Korea's textbooks seemed to have richer contents than Japan.

• Smart Media Journal
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• v.12 no.1
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• pp.77-91
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• 2023

Interaction methods and technologies for mutual exploration based on user behavior are evolving variously. Especially, in recent years, with the development of a wide range of sensors, they have developed from contact to non-contact methods. However, developers' senseless definitions of the interaction methods have made the exploration process quite complicated, which rather creates the hassle of users needing to learn the interaction guide defined by the developers before experiencing the exhibition contents. In this context, in order to make visitors smoothly communicate with exhibition contents, a preliminary study on easy interaction for users of various ages is needed, and in particular, research on improving the usability of user interaction is also essential when developing non-contact exhibition contents. So, in this study, a method to reduce the confusion between developers and users was sought by researching non-contact interaction that could be universally interacted with in the field of exhibition contents and proposing behavior designs. First, based on the narrative structure of cultural resources, existing studies were reviewed and the points of interactions as cultural contents were derived. Then the most efficient search process was selected among non-contact behaviors based on hand gestures that allow users to naturally guess and learn interaction methods. Furthermore, on the basis of the meaning of non-linear narrative-based interaction and the analysis results of spatial behavior elements, affordance behavior with high learning effect and efficiency was derived. Through this research process, an action that helps users to understand non-contact interaction naturally in the process of exploring exhibition-type cultural contents and to utilize non-contact interaction in the process of immersion in exhibition contents is proposed as a final model.

• Smart Media Journal
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• v.12 no.8
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• pp.45-59
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• 2023

Users who want to experience the metaverse for tourism are exposed to strategic planning in space for the purpose of cultural content. In addition, users learn integrated cultural content in the process of proceeding according to the virtual environment. and Along with the meaning of time and space, users will experience space-telling. It is important to induce interest from the beginning of the experience to continue the experience. However, obstacles arise in this process. This is because developers should promote connections with new information to users who do not have sufficient prior knowledge and only have keywords of interest. Therefore, efficient design methods to enhance interest should be studied in advance. But so far, there has been no research on how to systematically design prior organizers to induce interest in virtual space. This study is an interest-inducing design method that occurs in the process of developing the meaning of virtual space and storytelling of cultural content, and can be seen as a basic study using conceptual guidance-based prior organizer education and learning techniques. First, virtual space elements and human behavior theories were considered. Subsequently, five representative examples of previous organizers currently used were explored, and redesigned and proposed based on a conceptual map for information access and delivery purposes. Through this research process, it was possible to confirm that spatial attributes and cognitive interest elements were effectively transmitted to meaningful learning leading to storytelling learning and elements of service design design method through conceptual guidance.

• Journal of the Korea Institute of Information Security & Cryptology
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• v.31 no.1
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• pp.83-97
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• 2021

Wireless sensors that make up the Wireless Sensor Network generally have extremely limited power and resources. The wireless sensor enters the sleep state at a certain interval to conserve power. The Sleep deflation attack is a deadly attack that consumes power by preventing wireless sensors from entering the sleep state, but there is no clear countermeasure. Thus, in this paper, using clustering-based binary search tree structure, the Sleep deprivation attack detection model is proposed. The model proposed in this paper utilizes one of the characteristics of both attack sensor nodes and normal sensor nodes which were classified using machine learning. The characteristics used for detection were determined using Long Short-Term Memory, Decision Tree, Support Vector Machine, and K-Nearest Neighbor. Thresholds for judging attack sensor nodes were then learned by applying the SVM. The determined features were used in the proposed algorithm to calculate the values for attack detection, and the threshold for determining the calculated values was derived by applying SVM.Through experiments, the detection model proposed showed a detection rate of 94% when 35% of the total sensor nodes were attack sensor nodes and improvement of up to 26% in power retention.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.21 no.1
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• pp.354-372
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• 2020

This study analyzed how North Korean defectors recognized and overcame conflict in the South Korean job culture during the course of entering and settling into South Korea, and the association between their old career and adaptation within their new careers. The study selected 13 employed participants who entered South Korea more than five years ago and experienced working. Interviews were conducted over the course of five years. The topics were analyzed after performing interviews 60 to 120 minutes long by recording and transcribing the recordings and using semi-structured questionnaires for the 13 people. The results reflected the job environment in North Korea, their career background, factors for a successful new life, their constant efforts for employment, the difficult adaption to South Korean life, pursuing job stability, accepting South Korean culture, and career compromises. The results of this study are as follows. First, they undergo difficulty in the course of selecting jobs due to the converted environment from passivity to autonomy. Second, they cannot use their previous job history and they complained about prejudice and the lack of job information. Third, major problems included their lack of adaptability, stress, and loss of economic power. The study suggests that these North Korean defectors undergo an integrated course of cultural learning. Fourth, they were hardly able to adapt. Fifth, they tried to overcome conflicts of job culture according to their personal characteristics.