• The Journal of Korea Institute of Information, Electronics, and Communication Technology
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• v.9 no.6
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• pp.526-533
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• 2016

The researches protecting user's location in location-based services(LBS) have received much attention. Especially k-anonymity is the most popular privacy preservation method. k-anonymization means that it selects k-1 other dummies or clients to make the cloaking region. This reduced the probability of the query issuer's location being exposed to untrusted parties to 1/k. But query's location may expose to adversary when k-1 dummies are concentrated in query's location or there is dummy in where query can not exist. Therefore, we proposed the dummy system model and algorithm taking the real environment into account to protect user's location privacy. And we proved the efficiency of our method in terms of experiment result.

• Journal of Korea Society of Industrial Information Systems
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• v.28 no.5
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• pp.31-39
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• 2023

The evolution of Natural Language Processing (NLP) and the rise of large language models (LLM) like ChatGPT have paved the way for specialized question-answering (QA) systems tailored to specific domains. This study outlines a system harnessing the power of LLM in conjunction with document search algorithms to interpret and address user inquiries using documents from the Korea Atomic Energy Research Institute (KAERI). Initially, the system refines multiple documents for optimized search and analysis, breaking the content into managable paragraphs suitable for the language model's processing. Each paragraph's content is converted into a vector via an embedding model and archived in a database. Upon receiving a user query, the system matches the extracted vectors from the question with the stored vectors, pinpointing the most pertinent content. The chosen paragraphs, combined with the user's query, are then processed by the language generation model to formulate a response. Tests encompassing a spectrum of questions verified the system's proficiency in discerning question intent, understanding diverse documents, and delivering rapid and precise answers.

• Journal of the Korean Wood Science and Technology
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• v.29 no.2
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• pp.126-132
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• 2001

This research is carried out to investigate the formation and preservative effectiveness of inorganic substance, calcium carbonate($CaCO_3$), in wood. The specimens were prepared by the impregnation with saturated solutions of potassium carbonate($K_2CO_3$) into the wood followed by precipitation in saturated solutions of calcium chloride($CaCl_2$) for 24h, 72h and 120h, and then they were leached in instrument flowing with water for 24h. The weight percent gains of $K_2CO_3$ solution impregnated specimens reached approximately a maximum value (108.1%) by 72h precipitation in $CaCl_2$ solutions. Inorganic substances were observed to he produced in the lumina of tracheids of specimens. From these inorganic substances filling in the tracheids, characteristic X-rays of calcium(Ca-$K_{\alpha}$) were detected by energy dispersive X-ray analyzer. Moreover, it was shown from a leaching treatment that these substances could not he leached easily from the specimens. Therefore, they were could he considered to be insoluble calcium carbonates. The weight losses of the prepared specimens were hardly occurred by test fungi attacks. Thus inorganic substances in specimens can be said to have preservative effectiveness.

• Journal of The Korean Association of Information Education
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• v.11 no.4
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• pp.483-495
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• 2007

In this paper, to establish a way controlling educational contents, range of contents for quality control are offered. And a life-cycle suitable for present circumstance has defined and successive quality control process has suggested supporting development and use of the contents through analyzing the life cycle of its software and previous contents. A life cycle is defined as whole process from formation of contents to its extinction. The developing process includes stages of planning, designing, manufacturing, and the applying process includes evaluation, circulation and management. Suitable quality control guidelines for each process have established and offered. Aim of this paper is also to develop a model which is applicable to developers as well as supporters who help the developing process.

• Proceedings of the Korean Institute of Surface Engineering Conference
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• 2015.11a
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• pp.351-351
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• 2015

음극방식법은 피방식체에 외부전원을 인가하거나 보다 활성 금속을 전기적으로 연결하여 피방식체를 일정 전위까지 음극분극 되도록 하여 부식을 억제하는 방법이다. 해수 중 음극방식을 실시할 경우 생성되는 석회질 피막(Calcareous deposit)은 소요전류밀도 감소로 인한 희생양극의 수명연장 및 물리적 방호벽 역할을 한다. 그러나 일반적인 석회질 피막은 세라믹과 같은 화합물로써 밀착력이 매우 약하며, 적지 않은 피막 형성 시간이 소요된다. 따라서 본 연구에서는 해수 중 음극전류 프로세스를 응용하여 실제 강관의 해중부 및 간만대 영역까지 석회질 피막을 균일-치밀하게 형성시키기 위한 최적의 조건을 찾고자 하였다. 각 조건별로 제작된 석회질 피막은 SEM, EDS 및 XRD를 통해 막의 모폴로지, 조성원소 및 결정 구조를 분석하였으며, 이를 바탕으로 희생양극 종류(Al, Zn) 및 1, 3, $5mA/m^2$의 전류밀도 조건에서 부위-기간별 형성된 석회질 피막의 메커니즘을 해명하였다. 또한 밀착성과 내식특성을 평가하기 위해 테이핑 테스트, 침지-자연전위 거동을 분석 및 평가하였다.

• Proceedings of the Korean Institute of Surface Engineering Conference
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• 2015.05a
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• pp.192-193
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• 2015

음극방식은 피방식체를 일정 전위로 음극분극 하는 원리로써 외부전원을 인가하거나 비전위의 금속을 희생양극으로 연결하여 방식하는 방법이다. 해수 중에서 음극방식을 실시할 경우 음극 표면에 용존산소 환원반응과 수소발생반응이 일어나 $OH^-$ 이온이 발생하게 된다. 이러한 반응에 의해 생성되는 석회질 피막 (Calcareous deposit)은 강구조물의 부식방지를 위한 물리적인 방호벽 역할을 하면서 용존산소의 확산 및 이동을 억제하며, 전류밀도를 감소시킨다. Potentiostat 및 rectifier를 이용하여 정전위 및 정전류 조건에서 형성된 석회질 피막을 SEM, EDS, XRD를 통해 분석하고 이를 바탕으로 양극의 종류(Al, Zn) 및 1, 5, $10mA/m^2$의 전류밀도 조건에서 실제 강관에 형성된 석회질 피막의 메커니즘을 해명하였다. 또한 석회질 피막 형성 시 Steel Wire Mesh를 설치하여 그 영향에 대해서도 분석하였다. 석회질 피막의 내구성은 침지-자연전위 및 밀착성 테스트를 통해 평가되었다.

• Annual Conference on Human and Language Technology
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• 2020.10a
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• pp.87-90
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• 2020

표 질의응답은 반-정형화된 표 데이터에서 질문에 대한 답을 찾는 문제이다. 본 연구에서는 한국어 표 질의응답을 위한 표 데이터에 적합한 TAPAS를 이용한 언어모델 사전학습 방법과 표에서 정답이 있는 셀을 예측하고 선택된 셀에서 정확한 정답의 경계를 예측하기 위한 표 질의응답 모형을 제안한다. 표 사전학습을 위해서 약 10만 개의 표 데이터를 활용했으며, 텍스트 데이터에 사전학습된 BERT 모델을 이용하여 TAPAS를 사전학습한 모델이 가장 좋은 성능을 보였다. 기계독해 모델을 적용했을 때 EM 46.8%, F1 63.8%로 텍스트 텍스트에 사전학습된 모델로 파인튜닝한 것과 비교하여 EM 6.7%, F1 12.9% 향상된 것을 보였다. 표 질의응답 모델의 경우 TAPAS를 통해 생성된 임베딩을 이용하여 행과 열의 임베딩을 추출하고 TAPAS 임베딩, 행과 열의 임베딩을 결합하여 기계독해 모델을 적용했을 때 EM 63.6%, F1 76.0%의 성능을 보였다.

• Spatial Information Research
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• v.20 no.3
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• pp.67-81
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• 2012

Due to the recent advancement of cloud computing, the research on database outsourcing has been actively done. Moreover, the number of users who utilize Location-based Services(LBS) has been increasing with the development in w ireless communication technology and mobile devices. Therefore, LBS providers attempt to outsource their spatial database to service provider, in order to reduce costs for data storage and management. However, because unauthorized access to sensitive data is possible in spatial database outsourcing, it is necessary to study on the preservation of a user's privacy. Thus, we, in this paper, propose a spatial data encryption scheme to produce outsourced database from an original database. We also propose a k-Nearest Neighbor(k-NN) query processing algorithm that efficiently performs k-NN by using the outsourced database. Finally, we show from performance analysis that our algorithm outperforms the existing one.

• Journal of KIISE:Databases
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• v.33 no.2
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• pp.188-200
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• 2006

Once a continuous query, which is commonly used in sensor networks, is issued, the query is executed many times with a certain interval and the results of those query executions are collected to the base station. Since this comes many communication messages continuously, it is important to reduce communication cost for collecting data to the base station. In sensor networks, in-network processing reduces the number of message transmissions by partially aggregating results of an aggregate query in intermediate nodes, or merging the results in one message, resulting in reduction of communication cost. In this paper, we propose a routing tree for sensor nodes that qualify the given query predicate, called the query specific routing tree(QSRT). The idea of the QSRT is to maximize in-network processing opportunity. A QSRT is created seperately for each query during dissemination of the query. It is constructed in such a way that during the collection of query results partial aggregation and packet merging of intermediate results can be fully utilized. Our experimental results show that our proposed method can reduce message transmissions more than 18% compared to the existing one.

• Journal of the korean academy of Pediatric Dentistry
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• v.29 no.1
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• pp.76-83
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• 2002

The purpose of study was to determine the effectiveness of crude IgY to S. mutans in preventing the acid production and the demineralization of primary tooth enamel in vitro. The acid production by S. mutans in Todd Hewitt broth with and without 5% sucrose was inhibited by 2.5% crude IgY, and as the concentration of crude IgY increased from 2.5% to 17.5%, the pH drop of the media after incubation continued to decrease. There were high positive correlations between the concentration of crude IgY and the pH of media in the late incubation period. The inhibition rate of demineralization of primary tooth enamel by S. mutans was determined by measuring the surface microhardness after incubation in 5% sucrose Todd Hewitt broth for 12 hours. The inhibition rate was 32.28% in 2.5% IgY, 42.28% in 7.5% IgY, 64.06% in 12.5% IgY, and 92.79% in 17.5% IgY. There was high positive correlation between the concentration of crude IgY and the surface microhardness of enamel after demineralization These results suggest that it would be possible to prevent dental caries through passive immunization using crude IgY.