• Information Systems Review
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• v.22 no.4
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• pp.75-92
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• 2020

As population and generation structures change, more and more customers tend to avoid facing relation due to the development of information technology and spread of smart phones. This phenomenon consists with efficiency and immediacy, which are the consumption patterns of modern customers who are used to information technology, so offline network-oriented distribution companies actively try to switch their sales and services to untact patterns. Recently, untact services are boosted in various fields, but beauty products are not easy to be recommended through untact services due to many options depending on skin types and conditions. There have been many studies on recommendations and development of recommendation systems in the online beauty field, but most of them are the ones that develop recommendation algorithm using survey or social data. In other words, there were not enough studies that classify segments based on user information such as skin types and product preference. Therefore, this study classifies customer segments using machine learning technique K-prototypesalgorithm based on customer information and search log data of mobile application, which is one of untact services in the beauty field, based on which, untact marketing strategy is suggested. This study expands the scope of the previous literature by classifying customer segments using the machine learning technique. This study is practically meaningful in that it classifies customer segments by reflecting new consumption trend of untact service, and based on this, it suggests a specific plan that can be used in untact services of the beauty field.

• Journal of KIISE:Information Networking
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• v.32 no.3
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• pp.279-290
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• 2005

Recently, as the serious damage caused by DDoS attacks increases, the rapid detection and the proper response mechanisms are urgent. However, existing security mechanisms do not effectively defend against these attacks, or the defense capability of some mechanisms is only limited to specific DDoS attacks. In this paper, we propose a detection architecture against DDoS attack using data mining technology that can classify the latest types of DDoS attack, and can detect the modification of existing attacks as well as the novel attacks. This architecture consists of a Misuse Detection Module modeling to classify the existing attacks, and an Anomaly Detection Module modeling to detect the novel attacks. And it utilizes the off-line generated models in order to detect the DDoS attack using the real-time traffic. We gathered the NetFlow data generated at an access router of our network in order to model the real network traffic and test it. The NetFlow provides the useful flow-based statistical information without tremendous preprocessing. Also, we mounted the well-known DDoS attack tools to gather the attack traffic. And then, our experimental results show that our approach can provide the outstanding performance against existing attacks, and provide the possibility of detection against the novel attack.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.35 no.2B
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• pp.210-214
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• 2010

Standard about OID(Object Identifier) to implement on Internet is discussed at ITU-T, ISO/IEC. The OID should be stored and searched for object on Internet, which is called 'ORS(OID Resolution System)'. The ORS is made by international standard for identifying RFID code types, and in the future would be discussed for USN, u-Health, etc. Therefore, this paper describes the current status of the international standard discussing ORS concept, system structure and protocol, the present issue of the ORS used for RFID and the method for USN services.

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.10 no.4
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• pp.17-22
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• 2010

As the services of ubiquitous environment has become accessible everywhere, it has been developed in various fields. Additionally interests in the u-Healthcare has sharply increased. In this paper, the BAN (Body Area Network) has been applied through ECG sensor and Zigbee communication of the existing ubiquitous sensor network environment to measure one's vital signs. The measured vital signs were then implemented in a system that enabled doctors and specialists to monitor by using 3G(WCDMA) communication. Furthermore, a location search device has been designed using the Smartphone's GPS modules to locate patients in the case of an emergency. The data field definition and designed system was based on the Smartphone's iPhone platform which has been in the spotlight for the previous months.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.19 no.1
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• pp.143-158
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• 1994

X.435 is the EDI communication protocol published by CCITT and ISO/IEC in 1990. The message types and abstract services of EDI-MS are specified in X.435 recommendation. In this paper, the design methodology on implementation of MSIB in the case that MHS-MS is required to be extended into EDI-MS has been studied. The design methodology presented in this paper is the one using the mapping function of the object relation. This methodology considers the EDI message types and characterictics. The proposed design methodology han an advantage that is able to design the component tables of MSIB satisfying the third normal form and it does not require the normalization processing. The MSIB constructed by the proposed method can store and retrieve multi-values efficiently.

• Journal of the Korean Society for Aeronautical & Space Sciences
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• v.30 no.5
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• pp.48-55
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• 2002

An Internet-based software called the Repair Advisory Service (RAS) was developed to assist aircraft composite repair. The RAS takes advantage of the web user interface and provides estimation of the failure loads of repaired composite laminates and Structural Repair Manual (SRM) with search capability. In this paper, a failure model of lap repair is discussed as an example of the modules in the RAS. The model takes into account anisotropy of each ply in the laminate and in the repair ply, and non-elastic behavior of the interlayer between the laminate and the repair patch. Failure loads calculated by the model were compared with test data, and a good agreement was found between the results of the model and the test.

• 한국공간정보시스템학회:학술대회논문집
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• 2003.11a
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• pp.153-158
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• 2003

최근 이동 통신 기술과 GPS 기술의 발달은 실시간으로 이동하는 차량이나 비행기 등과 같은 이동 객체의 위치 정보 서비스를 가능하게 하였고, 이로 인해 이동 객체의 정보를 빠르게 검색하고 저장하기 위한 기술에 대한 연구가 활발히 진행되고 있다. 지금까지의 연구는 이동 객체의 과거 궤적 정보, 현재 및 미래 정보를 다루기 위한 구조가 각각 분리되어 연구되어 왔다. 하지만 이동객체는 시간의 흐름에 따라 연속적으로 변화하기 때문에 과거 정보와 현재 정보를 별도로 관리할 경우, 빈번한 위치 갱신이 발생하는 이동 객체의 환경에서는 심각한 처리비용이 요구된다. 따라서 이 논문에서는 이동 객체의 위치 정보를 효과적으로 관리하기 위하여 이동 객체의 과거 궤적정보 뿐만 아니라 현재의 정보까지도 하나의 색인 내에 통합하여 관리하는 방법을 제안한다. 제안된 방법에서는 범위 질의와 같은 좌표 기반의 질의뿐만 아니라 이동 객체의 궤적과 관련된 질의까지도 처리 가능하도록 기존의 TB-tree를 확장한다 또한 기존의 이동 객체 관리 기법들에서 처리하던 이동 객체의 궤적 정보를 저장하기 위한 방법을 개선하여 이동 객체 위치 정보의 중복저장 문제를 해결하고, 전체 색인의 크기를 크게 줄일 수 있는 방법을 제안한다. 그리고 현재 정보의 관리를 통해 새로운 데이터 삽입 시 방문하는 node의 수를 줄이고, 삽입 시간을 단축하는 방법을 제시한다.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.17 no.1
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• pp.110-116
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• 2013

With the recent development of wireless network technologies, there have been increasing usage of variouse position base servies. Position based services basically collect position information of moving object for the utilization of them in real life. Accordingly, new index structures are required to efficiently retrieve the consecutive positions of moving objects. In the paper, we consider volume of Extended Minimum Bounding Rectangles(EMBR) to be determined by average size of range queries. We proposed the methode that split efficiently moving object with long distance between location, and split moving object for decrease searching space an Estimated-Split algorithm that minimizes the volume of MBRs is designed and simulated. Our experimental evaluation confirms the effectiveness and efficiency of our proposed splitting policy.

• Proceedings of the Korea Information Processing Society Conference
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• 2012.04a
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• pp.978-980
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• 2012

근대화시대에는 사람의 장거리 이동이 가능해지고 여러 병원에서 진료를 받을 수 있게 됨에 따라, 병원 간에 개인의료정보의 공유 및 교환이 요구되고 있다. 현재 병원들은 서로 다른 의료정보시스템을 사용하여 의료정보를 관리한다. 이에 환자가 병원을 바꿀 시에 해당 환자의 의료정보를 문서로 보내거나 의료정보를 1:1 방식으로 직접 전송해야 한다. 동일하지 않은 의료정보시스템의 경우에는 의료정보형식이 달라서 의료정보를 직접 변환하는 과정도 포함하여 의료정보를 전송해야 한다. 이처럼 기존 비표준 의료정보시스템과 표준 의료정보시스템들은 의료정보 구조가 동일하지 않다. 즉, 시스템 상호간의 원활한 정보 교환의 필요성과 환자의 타 병원으로의 이송, 원격진료 서비스, 기타 의료정보 공유에 대한 필요성이 증가함에 따라 의료정보통합관리시스템의 개발과 인터넷을 통한 통합검색 및 교환을 위한 적절한 대안이 요구되고 있다. 이에 본 논문에서는 서로 다른 방식의 의료정보시스템 간의 의료정보 교환 및 통합을 위해 XML을 활용한 의료정보 통합 관리 시스템을 제안한다.

• The Journal of the Korea Contents Association
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• v.10 no.9
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• pp.318-326
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• 2010

In this paper we investigate the factors influencing the purchase intention of Smart-Phone which was introduced recently. Smart-Phone is a new information technology that converges PDA into a mobile phone. It has a various functions such as phone, information processing, Internet search etc. New information technology like Smart-Phone gives us a very important and interesting research issue, which is to find and prove the factors influencing the purchase intention. We try to find and prove the factors influencing the purchase intention of Smart-Phone by expanding Technology Acceptance Model. We include the perceived playfulness to the research model in order to analyze the factors. This empirical paper proves that the perceived usefulness, the perceived ease-of-use, and the perceived playfulness give positive effects to the purchase intention. In addition, this paper indicates some managerial implications that various and useful applications and the easy user interface can help to increase the degree of user acceptance.