• The Journal of The Korea Institute of Intelligent Transport Systems
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• v.18 no.5
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• pp.1-18
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• 2019

A short-turn bus is a bus that is operated within a subsection of an existing bus line. Previous studies regarding short-turn buses decided optimal turn-back points for a single bus line rather than a bus network. Also, in-vehicle crowding which has a significant impact on transit convenience was rarely considered. Therefore, this study aimed to develop a methodology to set priorities for the introduction of short-turn buses of bus lines and sections, considering crowding. To achieve this objective, we calculated occupancies and crowding alleviation benefits of existing bus lines overlapping a new short-turn route based on transit card data, before and after the introduction of short-turn strategy. Also, operator and social costs caused by the introduction of short-turn buses were calculated. Those procedures were iterated over bus lines and sections to operate a short-turn service, and a section whose benefit-to-cost ratio (B/C) is the largest in a line was selected to operate a short-turn service in the line. After, priorities of bus lines to introduce short-turn services could be determined based on B/C values, and the optimum total fleet size could be determined when a short-turn strategy is applied in multiple lines.

• Journal of KIISE
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• v.44 no.9
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• pp.966-975
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• 2017

In Internet of Things (IoT), the aim of the nodes (called 'Things') is to exchange information with each other, whereby they gather and share information with each other through self decision-making. Therefore, we cannot apply existing aggregation algorithms of Wireless sensor networks that aim to transmit information to only a sink node or a central server, directly to the IoT environment. In addition, since existing algorithms aggregate information from all sensor nodes, problems can arise including an increasing number of transmissions and increasing transmission delay and energy consumption. In this paper, we propose the clustering and property based data exchange method for energy efficient information sharing. First, the proposed method assigns the properties of each node, including the sensing data and unique resource. The property determines whether the node can respond to the query requested from the other node. Second, a cluster network is constructed considering the location and energy consumption. Finally, the nodes communicate with each other efficiently using the properties. For the performance evaluation, TOSSIM was used to measure the network lifetime and average energy consumption.

• Journal of KIISE
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• v.44 no.5
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• pp.496-502
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• 2017

Pointer Networks is a deep-learning model for the attention-mechanism outputting of a list of elements that corresponds to the input sequence and is based on a recurrent neural network (RNN). The coreference resolution for pronouns is the natural language processing (NLP) task that defines a single entity to find the antecedents that correspond to the pronouns in a document. In this paper, a pronoun coreference-resolution method that finds the relation between the antecedents and the pronouns using the Pointer Networks is proposed; furthermore, the input methods of the Pointer Networks-that is, the chaining order between the words in an entity-are proposed. From among the methods that are proposed in this paper, the chaining order Coref2 showed the best performance with an F1 of MUC 81.40 %. The method showed performances that are 31.00 % and 19.28 % better than the rule-based (50.40 %) and statistics-based (62.12 %) coreference resolution systems, respectively, for the Korean pronouns.

• Journal of the Institute of Electronics Engineers of Korea TC
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• v.43 no.11 s.353
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• pp.168-174
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• 2006

In this paper, we propose an architecture for communication between the IPv4-based UA and the IPv6-based UA in IMS based Mobile Networks, and design and implement the IMS protocol Translator for verification of the architecture. For the design of the internetworking between the IPv4 and the IPv6, we analyze the transition mechanisms and investigate the protocol translator. The IMS protocol translator is composed of the IMS-ALG(IP Multimedia Subsystem - Application Level Gateway) and TrGW(Translation Gateway), and the conformance of these components are verified by experiments.

• Journal of KIISE
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• v.44 no.5
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• pp.503-509
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• 2017

In this paper, the copy mechanism and input feeding are applied to recurrent neural network(RNN)-search model in a Korean-document summarization in an end-to-end manner. In addition, the performances of the document summarizations are compared according to the model and the tokenization format; accordingly, the syllable-unit, morpheme-unit, and hybrid-unit tokenization formats are compared. For the experiments, Internet newspaper articles were collected to construct a Korean-document summary data set (train set: 30291 documents; development set: 3786 documents; test set: 3705 documents). When the format was tokenized as the morpheme-unit, the models with the input feeding and the copy mechanism showed the highest performances of ROUGE-1 35.92, ROUGE-2 15.37, and ROUGE-L 29.45.

• Journal of KIISE
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• v.44 no.4
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• pp.339-343
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• 2017

As the number of customers who write fake reviews is increasing, online shopping sites have difficulty in providing reliable reviews. Fake reviews are called review spam, and they are written to promote or defame the product. They directly affect sales volume of the product; therefore, it is important to detect review spam. Review spam detection methods suggested in prior researches were only based on an international site even though review spam is a widespread problem in domestic shopping sites. In this paper, we have presented new review features of the domestic shopping site NAVER, and we have applied the formerly introduced method to this site for performing an evaluation.

• Proceedings of the KAIS Fall Conference
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• 2002.11a
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• pp.220-224
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• 2002

본 논문에서는 웹 서버의 부하가 급증하면서 대두된 네트워크 과부하를 해결하기 위한 방법으로 서버분산처리 방식과 RTO(retransmission time out : 재전송타임아웃)간을 조정하는 기법을 이용하였다. 부하 분산을 위한 방법으로는 기존의 NAT 기반의 가상서버 방식과 비슷하나, 기존의 가상서버에서 서버들을 선택하는 스케줄링 방법을 이용하지 않고 네트워크 주소(IP)룰 통한 서버 분산방법을 선택하였다. 이를 위해 Linux 기반의 PC에 라우터론 구축하였고 여기에 실제 IP를 할당하였으며, 라우터를 경유하여 연결된 두개의 서버에는 가상 IP를 할당 내부접속용과 외부접속용으로 나누어 서버 분산이 이루어지게끔 하였다. 이러한 서버 분산은 학교라는 즉. 웹서버의 접속이 내부접속 비율과 외부접속 비율 어느 한쪽으로도 크게 기울지 않는 네트워크 환경을 고려한 것이다. 네트워크의 성능 평가에 있어 가장 기본이 될 수 있는 응답시간은 전송거리와 트래픽량에 비례한다. 이에 외부접속용 서버와 내부접속용 서버 각각에 RTO 값을 다르게 적용시킴으로써 전체적인 Delay의 변화를 확인해 볼 수 있다. 이는 전송거리가 길 경우 생길 수 있는 패킷 손실을 고려한 것으로 패킷 손실로 인하여 재전송이 이루어질 경우 재전송 time이 RTO를 통하여 이루어지며 이러한 RTO의 적절한 값은 전체적인 응답시간에 영향을 미칠 수 있다는 것에 기인한 것으로 RTO값을 전송거리가 긴 외부접속용 서버에는 전송거리가 짧은 내부접속용 서버에 비해 길게 적응시킴으로써 전체적인 응답시간의 개선을 유도하였다

• Proceedings of the Korean Information Science Society Conference
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• 2007.06d
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• pp.177-182
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• 2007

무선 공유기란 사설 IP 여러 개를 생성하는 NAT(Network Address Translation) 기능을 사용하여 회선 하나를 여러 사용자가 무선을 통해 공유할 수 있는 장치이다. 사용자가 무선 공유기를 사용할 때 2가지 문제점을 가진다. 첫째는 사용자가 무선 공유기를 사용하려는 시점에 여러 개의 무선 공유기가 존재한다면, 어떤 공유기를 사용하여야 하는 가에 문제이다. 두 번째는 첫 번째 과정을 통해 선택된 무선 공유기가 무선 공유기 중에서 최대의 대역폭을 보장해주는가에 대한 문제이다. 이에 본 논문에서는 SSID Hiding을 이용한 무선 공유기의 성능 향상 기법을 제안한다. 제안된 기법은 여러 개의 무선 공유기가 존재하면 이중에 가장 좋은 성능을 가지는 공유기만을 사용자에게 보이게 함으로써 기존 무선 공유기가 가지는 2개의 문제를 해결한다. 실험을 통해 제안된 방법이 기존 방법에 비해 성능이 향상되었음을 확인하였다.

• Proceedings of the Korean Geotechical Society Conference
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• 2010.03a
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• pp.338-350
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• 2010

As existing materials for ground reinforcement, chemical grout material using cementitous materials and waterglass was used. But many problems in terms of ground reinforcement effects were implicated. In this study, for development and applicability verification of new materials, viscosity, fluidity, permeability, Self-Leveling, keeping of drilled hole, antiwashout underwater, resistance of water (groundwater dilution and minimize material eluting) and the early strength and long-term strength characteristics of developed materials was confirmed, and material standards, and establishing construction standards for the various model tests were conducted. As a result, high viscosity, flowability, permeability and keeping of drilled hole characteristics are excellent, in addition to the early strength properties, dilution does nat occur to groundwater, including groundwater is available for dealing with environmental issues. Application of basic and reinforcement method by Filler function in addition to structure can also or development of a new concept can be expected. In addition, middle and large-diameter drilled shaft, micropile, ground anchors, soil-nailing, steel pipes multi-grouting reinforcement for cement injection process could be used enough to even be considered.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2010.10a
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• pp.507-509
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• 2010

To manage a sensing information such as temperature, humidity efficiently, it's highly recommended suitable application protocol. In this reasons, IETF WG proposed a CoAP protocol, and it's on Internet draft. If it is possible to work on a specific protocol, sensor end nodes and network devices will be managed efficiently. However, end nodes have constrained resources, it is hard to apply a CoAP protocol. In this paper, we analyse a CoAP protocol for USN, and propose a applying method for CoAP over USN nodes.