• KIPS Transactions on Software and Data Engineering
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• v.11 no.10
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• pp.427-436
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• 2022

Korea Trade-Investment Promotion Agency (KOTRA) annually publishes the trade data in South Korea under the guidance of the Ministry of Trade, Industry and Energy in South Korea. The trade data usually contains Gross domestic product (GDP), a custom tariff, business score, and the price of export items in previous and this year, with regards to the trading items and the countries. However, it is challenging to figure out the meaningful insight so as to predict the future price on trading items every year due to the significantly large amount of data accumulated over the several years under the limited human/computing resources. Within this context, this paper proposes a multi layer perception that can predict the future price of potential trading items in the next year by training large amounts of past year's data with a low computational and human cost.

• The KIPS Transactions:PartD
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• v.18D no.5
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• pp.357-370
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• 2011

The study aims to examine the service preference between the NEIS(National Education Information Systems) and alternatives, based on the benefits, costs and risks of NEIS service for parents, and finally propose the vitalizations plans for that public services. As a part of public services, NEIS has not only provided the educational information for the students, which enables school parents to suffice for information need, and but also leaded in the parents' participation for the various educational policies. However, major NEIS users such as teachers and parents recently began to blame for the various data errors and connection failures of NEIS. Despite of the research importance, most of NEIS studies severely depended on TAM and researches investigating the preference of school parents for NEIS services rarely exist. The study classifies NEIS parents services into benefits, costs, and risks based on ANP BCR model, identifies the preference for the services, compares the NEIS services and alternatives, and provides the results of sensitivity analyses. The analyses identify that NEIS was not frequently used by school parents and that the service preference of the school parents was not considered yet. Consequently, the study stresses the acceptance vitalizations plans for NEIS.

• Proceedings of the Korean Vacuum Society Conference
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• 2013.08a
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• pp.82.2-82.2
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• 2013

반도체 및 디스플레이 소자를 생산 하기 위하여 다양하고 많은 공정 기술이 사용 되며 그 중에서 플라즈마를 이용하는 제조공정이 차지 하는 부분은 상당한 부분을 차지 하고 있습니다. 전체 반도체 공정 중 48%가 진공공정이며, 진공공정 중 68% 이상이 플라즈마를 이용하고 있으며, 식각과 증착 장비 뿐만 아니라 세정과 이온증착 에 이르기 까지 다양하며 앞으로도 더욱 범위가 늘어 날 것으로 보입니다. 이러한 플라즈마를 이용한 제조 공정들은 제품의 생산성을 향상 하기 위하여 오염제어 기술을 비롯한 공정관리기술 그리고 고기능 센서기술을 이용한 공정 모니터링 및 제어 기술에 이르기 까지 다양한 기술들을 필요로 합니다. 플라즈마를 이용한 제조 장비는 RF파워모듈, 진공제어모듈, 공정가스제어모듈, 웨이퍼 및 글래스의 반송장치, 그리고 온도제어 모듈과 같이 다양한 장치의 집합체라 할 수 있습니다. 플라즈마의 생성과 이를 제어 하기 위한 기술은 제조장비의 국산화를 위한 부단한 노력의 결실로 많은 부분 기술이 축적되어 왔고 성과를 거두고 있습니다. 그러나 고기능 모니터링 센서 기술 개발은 그 동안 활발 하게 이루어져 오고 있지 않았으며 대부분 외산 기술에 의존해 왔습니다. 세계 반도체 시장은 현재 300 mm 웨이퍼 가공에서, 추후 450 mm 시장으로 패러다임이 변화될 예정이며, 미세화 공정이 더욱 진행 됨에 따라 반도체 제조사들의 관심사가 "성능 중심의 반도체 제조기술"로부터 "오류 최소를 통한 생산성 향상"에 더욱 주목 하고 있습니다. 공정미세화 및 웨이퍼 대구경화로 인해 실시간 복합 센서를 이용한 데이터 처리 알고리즘 및 자동화 소프트웨어의 기능이 탑재된 장비를 요구하고 있습니다. 주식회사 레인보우 코퍼레이션은 플라즈마 Chemistry상태를 정성 분석 가능한 OES (Optical Emission Spectroscopy)를 이용한 EPD System을 상용화 하여 고객사에 공급 중이며, 플라즈마의 광 신호를 실시간으로 고속 계측함과 동시에 최적화된 알고리즘을 이용하여 플라즈마의 이상 상태를 감지하며 이를 통하여 제조 공정 및 장비의 개선을 가능하게 하여 고객 제품의 생산성을 향상 하도록 하는 기술을 개발 하고 있습니다. 본 심포지엄에서는 주식회사 레인보우 코퍼레이션이 개발 중인 "실시간 고속 플라즈마 광 모니터링 기술" 의 개념을 소개하고, 제품의 응용 범위와 응용 방법에 대하여 설명을 하고자 합니다.

• Proceedings of the Korean Information Science Society Conference
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• 2005.07a
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• pp.271-273
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• 2005

많은 글로벌 기업들이 비용절감 및 효율성 증대를 위하여 RFID 시스템을 도입하거나 도입을 적극 검토 중에 있다. RFID 시스템으로부터 획득된 수많은 정보들이 기업의 업무효율을 증대시킬 수 있도록 하기 위해서는 상위 응용 서비스에서 RFID 데이터를 효율적으로 사용할 수 있도록 리더와 응용 서비스 간의 중계 역할을 할 수 있는 RFID 미들웨어의 역할이 매우 중요하다. 이러한 요구사항에 맞춰 최근 EPCglobal에서는 RFID 미들웨어인 ALE(Application Level Event)를 제시하고 있다. ALE는 RFID 리더에 의해 읽혀진 EPC 이벤트 데이터를 실시간으로 수집하여 원본 데이터의 오류를 보정한 후에 사용자와 응용 서비스의 요구에 따라 특정 이벤트 데이터를 필터링하여 보고하는 역할을 한다. 본 논문에서는 ALE의 실시간 EPC 이벤트 데이터 처리를 위한 EMS(Event Management System) 컴포넌트를 제시하며 EMS에 대한 요구사항을 분석하고 설계하였다. EMS 컴포넌트는 RFID 리더를 통해서 끊임없이 들어오는 스트링 형태의 EPC 이벤트 데이터를 블록킹 없이 수집하는 역할을 한다. 또한, RFID 리더에서 수집한 데이터의 보정 및 필요 데이터 추출을 위한 다양한 필터링 기능을 제공함으로써 수집된 데이터의 정확성을 높이며 신속한 데이터 제공을 가능하게 한다.

• The Transactions of the Korea Information Processing Society
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• v.3 no.2
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• pp.339-347
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• 1996

object-oriented programming is used to develop next-generation telecommu- nications services running on the distributed processing environment. In order to test these services efficiently at the system-level during not only in the development phase but also in the operation phase, we define an embedded monitor service within the infrastructure to monitor the operation of the distributed programs, and describe a system-level test mechanism based on the monitor service. By separating the function of monitor server which monitors operations of objects and collects monitored data and that of tester which makes analysis and decides the sequence of test events, the invasive effect of monitoring can be minimized. At the same time, accurate diagnosis on the system can be achieve by exploiting the test mechanism. The mechanism, as a core component for the implementation of real-time fault-tol-erant systems, is applicable to general-purpose distributeded systems as well.

• The Journal of the Acoustical Society of Korea
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• v.22 no.5
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• pp.367-374
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• 2003

In this paper, we propose an audio watermarking method using the attribute of tonal masker. First, the attribute of tonal masker as an audio watermarking attribute is analyzed. According to existing researches, it is possible to be imperceptible modulation for the energies of the frequencies that compose a tonal masker. And when the relation between the tone energy and the left or right frequency energy after various signal processing is compared with the one before the processing, very few changes are showed. We propose an audio watermarking method using these attributes of tonal masker. A watermark bit is embedded by the modulation of the difference between the two neighboring frequency energies of a tone. In the detection, the modulated the tonal masker is searched using the key wed in the embedding without original audio and the embedded watermark bit is detected. After each attack of noise insertion, band-pass filtering, re-sampling, compression, echo transform and equalization, the detection error ratios of the proposed method were average 0.11%, 1.26% for Classics and Pops. And the SDG(Subjective Diff-Grades) scale evaluation of the sound quality of the watermarked audio result in the average SDG -0.31.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.11 no.4
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• pp.696-706
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• 2007

Multiprocessor system on chip (MPSoC) platform has set a new innovative trend for the System on Chip (SoC) design. With the rapidly approaching billion transistors era, some of the main problem in deep sub-micron technologies characterized by gate lengths in the range of 60-90 nm will arise from non scalable wire delays, errors in signal integrity and un-synchronized communication. These problems may be addressed by the use of Network on Chip (NOC) architecture for future SoC. Most future SoCs will use network architecture and a packet based communication protocol for on chip communication. This paper presents an adaptive wormhole routing with proactive turn prohibition to guarantee deadlock free on chip communication for NOC architecture. It shows a simple muting architecture with five full-duplex, flit-wide communication channels. We provide simulation results for message latency and compare results with those of dimension ordered techniques operating at the same link rates.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.22 no.9
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• pp.1867-1879
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• 1997

DREAM-S is a distributed main-memory database system for the real-time processing of shared operational datra in ATM switching systems. DREAM-S has a client-server architecture in which only the server has the diskstorage, and provides the T-Tree index structure for efficient accesses to the data. We propose a recovery technique for the T-Tree index structre in DREAM-S. Although main-memory database system offer efficient access performance, the database int he main-memory may be broken when system failure such as database transaction failure or power failure occurs. Therfore, a recovery technique that recovers the database (including index structures) is essential for fault tolerant ATM switching systems. Proposed recovery technique relieves the bottleneck of the server processors disk operations by maintaining the T-Tree index structure only in the main-memory. In addition, fast recovery is guaranteed even in large number of client systems since the T-Tree index structure(s) in each system can be recovered cncurrently.

• Journal of the Institute of Convergence Signal Processing
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• v.8 no.1
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• pp.63-72
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• 2007

Recently, as recognizing the risk about the infection of an infectious wastes, the problems about the management and treatment of the infectious wastes stand out socially. In this paper, as being possible monitoring whole processing from the origin of the infectious waste to the processing plant, using the RFID which is the kernel technology of the next generation, we tried to solve the second infection problem by inefficient treatment of the infectious wastes. Through the research suggesting in this paper, as storing and monitoring the procedural business articles and the problem about miss-writing and input error being found in management system like documentary writing by the existing manager and computation input by the web application, we can understand the management state, immediately. And the Bio information for the personal authentication is carried out through storing the feature vector calculation by the PCA algorithm, into the tag. It suggested more systematic and safer management plan than previous thing, as giving attention about the wastes to manager.

• The KIPS Transactions:PartD
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• v.16D no.4
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• pp.595-612
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• 2009

The early test can greatly reduce the cost of error correction for system development. It is still important in SOA based service system. However, the existing methods of test case generation for SOA have limitations which are restricted to only web service using XML. Therefore, this paper proposes a method of test case generation using BPMN-based model reduction for service system. For minimizing test effort, an existing BPM is transformed into S-BPM which is composed of basic elements of workflow. The process of test case generation starts with making S-BPM concerning the target service system, and transforms the target service system into directed graph. And then, we generate several service scenarios applying scenario searching algorithm and extract message moving information. Applying this method, we can obtain effective test cases which are even unlimited to web service. This result is the generation of test case which is reflected in the business-driven property of SOA.