• Proceedings of the Korea Information Processing Society Conference
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• 2020.11a
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• pp.669-670
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• 2020

기존 유선망 중심의 스마트시티 플랫폼과 달리 무선 통신 모듈을 가지고 있는 정보 수집 장치들과 연동할 수 있는 5G 스마트시티 융합서비스 플랫폼은 도시내 설치된 다양한 무선 정보 수집 장치들을 통하여 수집된 정보를 기반으로 분석된 각종 정보를 제공해 주는 시스템이다. 도시 정보 수집 장치들 중에는 5G 지능형 CCTV 가 있으며 이를 통해 수집되는 영상 이벤트 정보를 기반으로 도로 안전 서비스 제공을 위한 이벤트 수집/필터링/대응 기능을 통하여 도로 안전 서비스를 제공해 주는 시스템을 설계하고 개발하여 적용함으로써, 도시내 도로 안전 수준을 높이는 것으로 목적으로 하고 있다. 본 논문에서는 도로 안전 서비스 제공을 위한 기능 모듈 구성에 대해 기술하고 해당 모듈들을 통하여 제공되는 도로 안전 서비스 실증 사례를 제시하고자 한다.

• Proceedings of the Korean Information Science Society Conference
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• 2008.06c
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• pp.1-6
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• 2008

일반적으로 연속 데이터 스트림을 모니터링하는 응용은 다수의 범위 질의를 포함한다. 이러한 다수의 범위 질의는 술어 색인을 이용해 효율적으로 처리할 수 있다. IBS-tree는 연속 데이터 스트림 상에서 효과적으로 이용될 수 있는 술어 색인 기법 중 하나이다. 그러나 IBS-tree는 모든 노드에서 등호 검사와 부등호 검사를 함께 실시하며, 이는 검색 성능의 저하로 이어질 수 있다. 본 논문에서는 등호 검사와 부등호 검사를 분리하여 수행함으로써 검색 성능을 향상시키는 술어 색인 방법을 제안한다. 제안하는 방법은 등호 검사를 위해 해싱을 이용하고, 부등호 검사에는 균형 이진 검색 트리를 이용한다. 본 논문에서는 실험을 통해 IBS-tree와 제안하는 방법의 검색 성능을 비교하였으며, 실험 결과로부터 제안하는 방법의 성능이 더욱 우수한 것을 확인하였다.

• The Journal of the Korea Contents Association
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• v.7 no.7
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• pp.31-38
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• 2007

We implement the RFID middleware system based on XML for large-scale data processing. The Implemented middleware system are consist of the reader interface for tag data collection, the event manager for a data filtering, and application interface for the RFID application. The implemented RFID middleware system is to support both a fixed type's reader and portable type's reader. we analyze the middleware function with four application accessing protocol, HTTP, XML, JMS, and SOAP, and demonstrate a filtering speed in terms of CPU utilization.

• KIPS Transactions on Software and Data Engineering
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• v.4 no.10
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• pp.447-454
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• 2015

This paper proposes geographical name denoising by machine learning of event detection based on twitter. Recently, the increasing number of smart phone users are leading the growing user of SNS. Especially, the functions of short message (less than 140 words) and follow service make twitter has the power of conveying and diffusing the information more quickly. These characteristics and mobile optimised feature make twitter has fast information conveying speed, which can play a role of conveying disasters or events. Related research used the individuals of twitter user as the sensor of event detection to detect events that occur in reality. This research employed geographical name as the keyword by using the characteristic that an event occurs in a specific place. However, it ignored the denoising of relationship between geographical name and homograph, it became an important factor to lower the accuracy of event detection. In this paper, we used removing and forecasting, these two method to applied denoising technique. First after processing the filtering step by using noise related database building, we have determined the existence of geographical name by using the Naive Bayesian classification. Finally by using the experimental data, we earned the probability value of machine learning. On the basis of forecast technique which is proposed in this paper, the reliability of the need for denoising technique has turned out to be 89.6%.

• Journal of Korea Society of Industrial Information Systems
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• v.17 no.4
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• pp.71-85
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• 2012

This paper aims to develop an event-driven failure analysis and prognosis system that is able to monitor ship status in real time, and efficiently react unforeseen system failures. In general, huge amount of recorded sensor data must be effectively interpreted for failure analysis, but unfortunately noise and redundant information in the gathered sensor data are obstacles to a successful analysis. This paper therefore applies 'Equal-frequency binning' and 'Entropy' techniques to extract only important information from the raw sensor data while minimizing information loss. The efficiency of the developed failure analysis system is demonstrated with the collected sensor data from a marine diesel engine.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.12 no.9
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• pp.1554-1563
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• 2008

As the interests on RFID technologies increase, a lot of research activities on RFID middleware systems to handle the data acquired by RFID readers are going on actively. Meanwhile, even though various kinds of RFID middleware methodologies and related techniques have been proposed, the common data type which is dealt with in those systems is an EPC code, mainly. Also, there are few researches of the implementation of collecting the stream data queued from RFID readers endlessly and without blocking, classifying the data into some groups according to usage, and sending the resulting data to specific applications. In this paper, we propose the method of data handling in RFID middleware to efficiently process an EPC event stream data using detail filtering, checking of data modification, creation of data set to transfer, data grouping, and various kinds of RFID data format transform. Our method is based on a de facto international standard interface defined in the ALE middleware specification by EPCglobal, and application and service users can directly set various kinds of conditions to handle the stream data.

• Proceedings of the KIEE Conference
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• 2011.07a
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• pp.1906-1907
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• 2011

본 논문에서는 손 영역 스켈레톤 모델을 이용한 비접촉식 스크린 입력 장치를 제안한다. 제안하는 방법은 HCbCr 컬러 모델을 생성한 후 손 후보 영역을 추출하고, 손 영역을 추출하기 위해 레이블링 기법을 사용한다. 손 이외의 피부를 제거하기 위해 손 크기 이하의 객체는 필터링을 거친 후 최종적인 손 영역을 추출한다. 손 영역의 특징점은 무게 중심법과 굴곡 기법을 이용하여 추출한다. 특징점을 연결하여 손의 스켈레톤 모델을 생성하고 각 손가락에 터치 이벤트를 부여한다. 손가락의 구부러진 각도를 이용하여 터치 동작을 인식 및 실행하게 된다.

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.19 no.6
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• pp.1-8
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• 2019

Recently, consumer distrust has deepened due to blog posts focusing only on public relations due to 'viral marketing'. In addition, marketing projects such as false writing or exaggerated use of the latter phase are one of the most popular programs in 2016 as they are cheaper and more effective than newspaper and TV ads, and the size of advertising costs is set to be a major means of advertising at '3 trillion 394.1 billion won. From this 'viral marketing,' it has become an Internet environment that needs tools to filter information. The fake review filtering application ADDAVICHI presented in this paper extracts, analyzes, and presents blog keywords, total number of searches, reliability and satisfaction when users search for content such as "event" and "taste restaurant." Reliability shows the number of ad posts on a blog, the total number of posts, and satisfaction shows a clean post with confidence divided into positive and negative posts. Finally, the keyword shows a list of the top three words in the review from a positive post. In this way, it helps users interpret information away from advertising.

• Journal of the Korea Society of Computer and Information
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• v.15 no.12
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• pp.67-73
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• 2010

In SIP(Session Initiation Protocol) environment, the presence event notification operation makes presence service user to recognize presence information status changes of the other party. In conventional method, the user should send each SIP SUBSCRIBE message containing the address of the other party to the presence server. Furthermore each presence subscription requires refresh messages, and the amount of notification messages from the other party becomes large. These facts increases network traffic and the load of presence server. In this paper, to solve these problems a new presence list service has been suggested. It uses a presence list consists of URI of the other party and make it possible to subscribe by using one SUBSCRIBE message. So this method decreases the amount of SUBSCRIBE messages and refresh messages, and it also decreases the amount processing event notification messages from the subscribed the other party. And to increase the efficiency, a presence filtering method which enables to include some parts of selected presence information into the notification message body has been also suggested. The implemented system can reduce SIP message related network traffic and message processing time of the presence server. The performance of this proposed system has been evaluated by experiments, and the results showed decreasing of server processing time.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2002.11a
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• pp.545-549
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• 2002

For the efficient method for acquisition of informations suitable to user's preferences and objectives in distributed environment, various researches on push agent which automatically processes its roles and sends the results to users are continued. The existing push agent models have induced increasing network overheads and traffics by continuous transmission of informations in the network environment of limitative bandwidth. In this paper, for the solution of the problems on these existing push agent systems and their interoperability, we design a push agent model based on CORBA event service. The proposed model solves the above problems and provides the retrieved results which are more suitable for user's requirement more fast and stably through the optimal path searching and controling method. And, it also supports the filtering technique for processing the duplicated or useless data that comes from the various distributed information systems.