• Proceedings of the Korea Information Processing Society Conference
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• 2012.11a
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• pp.1373-1376
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• 2012

복무적합도 검사는 정신질환이나 사고가능성이 있는 병사를 감별하고, 입대 후 적응문제로 조기 전역할 수 있는 집단을 예측하는 신인성검사 중 하나로, 현재 군에서 징병 및 입영단계에 실시하는 인성검사이다. 이는 전체 검사대상자를 상대로 정신과적 문제 식별을 위한 개별면담이 불가능하기 때문에 위 검사를 통해 대상자를 효율적으로 선별하기 위함이다. 본 연구는 데이터 마이닝을 통해 복무적합도 검사의 판정을 예측 할 수 있을지 확인하고자 하였다. 이를 위해 데이터 마이닝의 기법 중 회귀분석의 로지스틱 회귀분석 기법이 복무적합도검사 판정에 우수한 성능을 보임을 확인하였고, 로지스틱 회귀분석의 추정된 회귀계수를 이용하여 만든 반응확률에 대한 예측 모형식은 높은 정분류율을 보였고 평가 결과 통계적으로 의미가 있음을 증명하였다. 따라서 본 연구 결과를 활용하면 소수의 문항으로 복무적합도 검사 이전의 선별용 검사 개발이나 자가 진단용 검사 개발로 활용이 가능 할 것으로 기대한다.

• Journal of the Korea Institute of Information Security & Cryptology
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• v.29 no.5
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• pp.1027-1037
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• 2019

Conventional cyber-attack detection solutions are generally based on signature-based or malicious behavior analysis so that have had difficulty in detecting unknown method-based attacks. Since the various information occurring all the time reflects the state of the system, by modeling it in a steady state and detecting an abnormal state, an unknown attack can be detected. Since a variety of system information occurs in a string form, word embedding, ie, techniques for converting strings into vectors preserving their order and semantics, can be used for modeling and detection. Novelty Detection, which is a technique for detecting a small number of abnormal data in a plurality of normal data, can be performed in order to detect an abnormal condition. This paper proposes a method to detect system anomaly by cyber attack using embedding and novelty detection.

• Proceedings of the Korean Society of Computer Information Conference
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• 2023.01a
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• pp.133-136
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• 2023

많은 사람이 "다음 생에 성적 소수자나 이주민, 장애인으로 태어나고 싶니?"라는 질문을 받는다면 대부분 사람은 선뜻 "그렇다"라고 대답하기 어렵다. 그 근본적인 이유는 질문 속 사회적 약자들은 사회에서 다양한 불평등을 마주하고 있다는 의미일 것이다. 본 논문에서는 여러 소수자 중 시각장애인을 위한 보행 보조 기구를 제작하였다. 시각장애인들이 사용하는 지팡이는 지면의 장애물 파악에 도움은 되지만 공중에 떠 있는 장애물을 파악하고 피하기 어렵다. 이러한 단점을 보완하고자 라이다 센서를 이용하여 장애물 감지가 가능한 서비스를 시각장애인에게 제공한다. 라이다 센서는 레이저 광원을 방출하여 목표물에서 튕겨 되돌아오는 특성을 이용하여 사용자에게 전방에 장애물이 감지되면 시각장애인에게 TTS로 경고음을 제공한다.

• Proceedings of the Korea Information Processing Society Conference
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• 2008.11a
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• pp.265-268
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• 2008

유사 쉐이더 검색이란 그래픽 디자이너가 원하는 쉐이더와 유사한 쉐이더를 검색하는 것을 의미한다. 본 논문의 저자들은 유사 쉐이더 검색을 이용하여 쉐이더 생성 시 발생하는 시행착오와 시간을 크게 줄일 수 있는 쉐이더 스페이스 네비게이터를 제안한 바 있다. 유사 쉐이더 검색을 수행하기 위해서는 서로 다른 네트워크 구조를 가지는 쉐이더들로부터 동일한 특징들을 추출할 수 있는 방안이 요구된다. 본 논문에서는 이러한 문제를 해결하기 위하여 계층적 인지감 추출 프레임워크를 제안한다. 제안하는 프레임워크는 복잡한 네트워크를 가지는 쉐이더들을 분석하여 검색에 필요한 고정된 소수의 특성들만을 추출한다. 추출된 특성들은 서로 다른 네트워크 구조에서도 동일한 수와 형태를 갖기 때문에 다른 구조의 쉐이더들 간에도 유사도를 쉽게 측정할 수 있다. 다양한 실험을 수행함으로써 제안하는 프레임 워크를 이용하여 유사 쉐이더를 효과적으로 검색할 수 있음을 보인다.

• Journal of the korean academy of Pediatric Dentistry
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• v.29 no.4
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• pp.618-624
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• 2002

Effect of the roasted barley tea in commercial markets on the adherence to the saliva-coated hydroxyapatite(HA) beads and the cell surface hydrophobicity of Streptococcus mutans and Streptococcus sobrinus as cariogenic microorganism was examined in vitro. Adherence activity and hydrophobicity in bacteria tested in all the barley tea samples decreased and the values were different according to the type of tea and the type of treatment. The inhibition of bacterial adsorption to HA beads suggest that barley tea active molecules as catechins and melanoidins may adsorb to a host surface, preventing the tooth receptor from interacting with any bacterial adhesions. The obtained results showed that the barley tea may inhibit bacterial adherence, the first step of the pathogenesis of dental caries in which these microorganism are involved.

• Journal of Intelligence and Information Systems
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• v.28 no.4
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• pp.179-190
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• 2022

Data imbalance refers to a phenomenon in which the number of data in one category is too large or too small compared to another category. Due to this, it has been raised as a major factor that deteriorates performance in machine learning that utilizes classification algorithms. In order to solve the data imbalance problem, various ovrsampling methods for amplifying prime number distribution data have been proposed. Among them, SMOTE is the most representative method. In order to maximize the amplification effect of minority distribution data, various methods have emerged that remove noise included in data (SMOTE-IPF) or enhance only border lines (Borderline SMOTE). This paper proposes a method to ultimately improve classification performance by improving the processing method for anomaly data in the traditional SMOTE method that amplifies minority classification data. The proposed method consistently presented relatively high classification performance compared to the existing methods through experiments.

• School Mathematics
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• v.13 no.1
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• pp.189-206
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• 2011

This study is to setup a mathematics PBL model that is right for elementary students. PBL models are developed and applied to actual courses and analyzed. So, a specific plan and practical understanding of PBL mathematics textbooks will be presented. But in order for this to happen, first the mathematics PBL model, that can realize 7th revised curriculum's goal, needs to setup and divided into knowledge, skill and attitude domains. Through this study, the general PBL model and the PBL model appropriate for elementary mathematics was amended and supplemented, this was then applied to courses and analyzed, and the below conclusions were realized. First, mathematical idealization stage is needed for mathematical PBL model. Since an elementary student is shortcoming in problem understanding and mathematical activity, a middle step that allows the student to understand the problem situation mathematizing and find a solution mathematically is desperately needed. Therefore, in this study, we named it the mathematical idealization stage and had it setup. Second, a mathematics information collection stage needs to be prepared for a successful PBL. Through this stage, the students will have an opportunity to gather the necessary information needed and restructure it to solve the problem. Third, the organization stage in mathematical PBL model needs to be strengthened. PBL is not just completed, through the best use of mathematics subject matter to solve the problem. Organization time is needed to allow the students to grow to a more deepened and advanced level. In conclusion, there is significance in providing a specific plan for mathematical PBL model, which can be seen through this study on applying and analyzing elementary mathematics and appropriate PBL models.

• Korean Journal of Social Welfare
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• v.64 no.2
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• pp.85-109
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• 2012

This qualitative study explored a middle-aged lesbian's life and her identities by the oral life history approach in feminist epistemology, where the participant is not the object but the subject of knowledge. The participant kept her own perspective that her homosexuality was not intrinsic but constructed. In her life's history, she was a "docile body" accepting socially constructed historical meaning of homosexuality, as well as a "resistant body" protesting against social discrimination and oppression for homosexual population. She overcame an embedded negative recognition of her scaled injured body and her sexuality as "deficient". Finally, she showed an amazing resilience and an indomitable spirit for reconstructing the meaning of her body as "blessed." Beyond the deficient body, as an active agent not the pathologic sexual minority, she could cultivate compassion and empathy for others. From the results, it is important how to place gender and sexuality in the context of social work theory and practice. Sexuality, not sexual orientation, is 'our' collective agenda to address the social problems which were associated with social hierarchy, inequality, and injustice.

• The Korean Journal of Archival Studies
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• no.31
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• pp.3-42
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• 2012

This paper considers some possibilities of community archives by exploring the concepts ans meanings of archival description. The author deals with two interesting cases -Herstory Writers Workshop Collection of Stony Brook University in New York and Poolmoo Collection of Poomoo Agricultural School in Korea. The author argues that archivists should know the specifications of Community Archives related to National Archives when they organizing and preserving records and archives of community archives.

• Journal of Korea Game Society
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• v.13 no.6
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• pp.111-122
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• 2013

In accordance with mandatory enforcement action of the Web Accessibility, Web accessibility is increasing interest in society. People are facing with disability situations, and the elder people are facing with disability situation more and more. 'Everyone' is faced with disability situations. The value of the universality of accessibility oriented. The game is typical of modern society and culture activities, but society in Korea is still recognized as a special minority cultures. To understand about conflict over the game, we access game accessibility as a Despotic conditions. Game Accessibility implies a social meaning ; Cultural values of universal access to games, literacy games, new business creation, contents accessibility.