• Title/Summary/Keyword: 특징링크

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Trackback Spam Detection using Similarity Analysis by LSA (LSA 유사도 비교를 통한 트랙백 스팸 탐지)

  • Jun, Hyek-Su;Kim, Tae-Hwan;Choi, Joong-Min
    • Proceedings of the Korean Information Science Society Conference
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    • 2010.06c
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    • pp.339-344
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    • 2010
  • 오늘날 인터넷 사용자들은 블로그나 뉴스 등의 매체에서 트랙백을 사용해 자신의 의견을 보다 자유롭게 나타낸다. 그러나 이러한 자유로움을 악용해 트랙백 스팸을 유발하여 네트워크의 자원을 낭비하고 방문자들에게 잘못된 정보를 전달해 해당 포스트의 신뢰를 떨어뜨린다. 트랙백 스팸은 유명한 포스트와 연계하여 자신의 포스트로 사용자들을 유도하는 특징을 가지기 때문에 일반적인 웹 스팸을 탐지하는 기술을 적용하기 어렵다. 따라서 본 논문에서는 자신이 작성한 글이 다른 사람의 글과 관련이 있다고 생각하여 다른사람의 글에 자신의 글을 링크시키는 트랙백의 특성을 이용하여 원본 페이지와 트랙백 페이지 그리고 트랙백 페이지의 아웃링크 내용상의 유사도와 동시 출현(co-occurrence) 정보를 이용하여 트랙백 스팸을 처리하고자 한다.

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A Focused Crawler by Segmentation of Context Information (주변정보 분할을 이용한 주제 중심 웹 문서 수집기)

  • Cho, Chang-Hee;Lee, Nam-Yong;Kang, Jin-Bum;Yang, Jae-Young;Choi, Joong-Min
    • The KIPS Transactions:PartB
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    • v.12B no.6 s.102
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    • pp.697-702
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    • 2005
  • The focused crawler is a topic-driven document-collecting crawler that was suggested as a promising alternative of maintaining up-to-date web document Indices in search engines. A major problem inherent in previous focused crawlers is the liability of missing highly relevant documents that are linked from off-topic documents. This problem mainly originated from the lack of consideration of structural information in a document. Traditional weighting method such as TFIDF employed in document classification can lead to this problem. In order to improve the performance of focused crawlers, this paper proposes a scheme of locality-based document segmentation to determine the relevance of a document to a specific topic. We segment a document into a set of sub-documents using contextual features around the hyperlinks. This information is used to determine whether the crawler would fetch the documents that are linked from hyperlinks in an off-topic document.

Automatic Generation of Custom Advertisement Messages based on Literacy Styles of Classified Personality Types (성격유형별 문체 특성 기반 맞춤형 광고 메시지 자동생성 연구)

  • Jimin Seong;Yunjong Choi;Doyeon Kwak;Hansaem Kim
    • Annual Conference on Human and Language Technology
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    • 2022.10a
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    • pp.431-436
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    • 2022
  • 이 연구는 MBTI의 심리 기능지표 조합인 ST, SF, NT, NF의 유형별 특징을 반영한 마케팅 문체 프레임워크를 정의하고 모델 학습을 통해 성격유형별 맞춤화 된 광고 메시지로 생성하는 것을 목적으로 한다. 활용되는 광고 메시지 자동 생성 기술은 BART 모델에 성격유형을 Prefix로 포함한 광고문을 학습시켜 성격유형에 따라 맞춤형 광고 메시지를 생성하는 방식이다. 학습된 모델은 Prefix 조작만으로 MBTI 성격유형별 문체 특징을 갖춘 광고 메시지로 변환되는 것을 실험을 통해 확인할 수 있었다. 본 연구는 성격유형의 특징을 문체 프레임워크로써 정의하고 이에 기반한 모델 학습을 통해 성격유형별 특징을 반영한 광고 메시지를 재현해 낼 수 있다는 점에서 의의가 있다. 또한 성격유형과 연관 feature를 함께 학습하여 유형별 문체 특징과 소구점을 포함한 광고 메시지를 생성했다는 기술적 가치가 있다. 이 연구 결과를 기반으로 차후 타겟 고객층의 성격유형과 광고 도메인을 고려한 효과적인 광고 콘텐츠를 생성해 내는 모델을 개발하여 타겟 마케팅 분야는 물론이고 지역별 또는 언어별 문체 간 차이를 구조화하거나 재현해야 하는 문제에서 기반이 되는 연구로 활용될 수 있을 것으로 기대된다.

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Failure Detection and Resilience in HRing Overlay Network (HRing 오버레이 네트워크에서 실패 탐지 및 회복)

  • Gu, Tae-Wan;Lee, Kwang-Mo
    • Journal of Internet Computing and Services
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    • v.8 no.5
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    • pp.21-33
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    • 2007
  • An overlay network is a virtual network which is constructed on top of a physical computer network. A node in the overlay network is connected through virtual or logical links, where each link corresponds to a path of the links in the underlying physical network. Overlay networks are suitable for sharing heterogeneous resources in distributed environments, However, overlay networks are limited for achieving reliable communication that failure detection in overlay networks is a very important issue. In this paper, we review conditions of conventional failure detection and propose a new approach to failure detection and resilience which can be applied to HRing (Hierarchical Ring) overlay networks. The proposed method consists of the failure detection and the failure resilience phases. Because it utilizes the characteristics of the HRing overlay network for failure detection, it can reduce unnecessary network traffic and provide better scalability and flexibility. We also analyzed and evaluated the performance of the proposed approach through simulations.

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An analysis of link margin for MB-OFDM UWB system in multi-path channel (다중 경로 채널에서의 MB-OFDM UWB 시스템 링크 마진 분석)

  • Shin, Cheol-Ho;Choi, Sang-Sung;Pack, Jeong-Ki
    • The KIPS Transactions:PartC
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    • v.13C no.6 s.109
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    • pp.677-684
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    • 2006
  • This paper investigates the link margin of MB-OFDM UWB system quantitatively. Various simulations are performed considering the implementation loss by imperfect synchronization unit and the effect of multi-path fading channels. MB-OFDM UWB system uses ZP(Zero Padding) instead of CP(Cyclic Prefix) and supports two transmission modes; one is TFI(Time Frequency Interleaving) mode that transmits OFDM symbols using different carrier frequency from symbol to symbol according to Time Frequency(TF) codes, the other is FFI(Fixed Frequency Interleaving) mode that transmits OFDM symbols using a specific carrier frequency. The advantage of if and TFI is to be able to increase the transmitting power effectively compared to the existed OFDM systems that transmit the signal continuously at the same average transmitting power. From the analysis results of Ink margin, to guarantee the service range of 4m in 200Mbps mode, TFI mode must necessarily be implemented and the service range of 480Mbps mode is estimated about 1-2m in the line-of-sight multi-path channel (CMI).

Adaptive Transmission & Receiving Technology Considering Spatial Channel Correlation in Multiple Antenna Systems (공간 채널 상관도에 따른 다중 안테나 시스템의 적응 송.수신 기법)

  • Park Sung-Ho;Kim Kyoo-Hyun;Chang Kyung-Hi
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.9A
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    • pp.844-855
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    • 2006
  • The communication system using multiple antennas improves link reliability or system capacity using tx & rx diversity, spatial multiplexing, and beamforming technique with services and characteristics of channel environment. This system is sensitive to spatial channel environment. In case of diversity, the lower correlation among links as a LoS environment, the better performance is acquired. In practical channel environment, However, there is high correlation, and there is high performance difference between ideal case and practical case. On the contrary, in case of beamforming, the higher correlation among links, the better performance is acquired. If we use the spatial adaptive transmission technique with spatial channel characteristics, we can get the system that maintains minimum link reliability and guarantees the overall system performance. In this paper, we propose the adaptive transmission and reception technique which use diversity or beamforming technique with channel characteristics.

Design of Link Cost Metric for IEEE 802.11-based Mesh Routing (IEEE 802.11 MAC 특성을 고려한 무선 메쉬 네트워크용 링크 품질 인자 개발)

  • Lee, Ok-Hwan;Kim, Seong-Kwan;Choi, Sung-Hyun;Lee, Sung-Ju
    • Journal of KIISE:Information Networking
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    • v.36 no.5
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    • pp.456-469
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    • 2009
  • We develop a new wireless link quality metric, ECOT(Estimated Channel Occupancy Time) that enables a high throughput route setup in wireless mesh networks. The key feature of ECOT is to be applicable to diverse mesh network environments where IEEE 802.11 MAC (Medium Access Control) variants are used. We take into account the exact operational features of 802.11 MAC protocols, such as 802.11 DCF(Distributed Coordination Function), 802.11e EDCA(Enhanced Distributed Channel Access) with BACK (Block Acknowledgement), and 802.11n A-MPDU(Aggregate MAC Protocol Data Unit), and derive the integrated link metric based on which a high throughput end-to-end path is established. Through extensive simulation in random-topology settings, we evaluate the performance of proposed link metric and present that ECOT shows 8.5 to 354.4% throughput gain over existing link metrics.

Analytical Model for Multi-Fiber WDM Networks with Sparse and Limited Wavelength Conversion (다수의 광심유와 산재한 제한 영역 파장 변환기로 구성된 파장분할다중화 광통신항의 성능 분석 모형)

  • Jeong, Han-You;Seo, Seung-Woo;Choi, Yoon-Ho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.4B
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    • pp.394-402
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    • 2009
  • In this paper, we present a new analytical model for estimating the blocking performance of multi-fiber WDM networt:s with sparse and limited wavelength conversion (SLWC). The proposed model is a reduced-load approximation model that can obtain accurate estimates of blocking probability of such networks. Our model employs three new recurrence formulae to obtain the free wavelength distribution on a multi-fiber link, the free wavelength distribution after limited-range wavelength conversion and the end-to-end blocking probability of a multi-hop path, respectively. From the numerical results on the NSFNET, we demonstrate that the blocking performance of two-fiber NSFNET with three wavelength-convertible nodes, each of which translates an input wavelength to its adjacent output wavelengths, closely approximates the blocking performance of full wavelength conversion.

Vulnerability Evaluation by Road Link Based on Clustering Analysis for Disaster Situation (재난·재해 상황을 대비한 클러스터링 분석 기반의 도로링크별 취약성 평가 연구)

  • Jihoon Tak;Jungyeol Hong;Dongjoo Park
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.22 no.2
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    • pp.29-43
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    • 2023
  • It is necessary to grasp the characteristics of traffic flow passing through a specific road section and the topological structure of the road in advance in order to quickly prepare a movement management strategy in the event of a disaster or disaster. It is because it can be an essential basis for road managers to assess vulnerabilities by microscopic road units and then establish appropriate monitoring and management measures for disasters or disaster situations. Therefore, this study presented spatial density, time occupancy, and betweenness centrality index to evaluate vulnerabilities by road link in the city department and defined spatial-temporal and topological vulnerabilities by clustering analysis based on distance and density. From the results of this study, road administrators can manage vulnerabilities by characterizing each road link group. It is expected to be used as primary data for selecting priority control points and presenting optimal routes in the event of a disaster or disaster.

타원계 비원형기어(엽형)의 설계에 관한 연구

  • 고윤호;최상훈
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1993.10a
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    • pp.622-626
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    • 1993
  • 비원형기어의 기본적인 특징을 몇 가지 소개하고자 한다. 첫째, 간소한 기구로서 소형화할 수 있고, 둘째, 임의의 부동속 회전 전달을 얻을 수 있으며, 셋째, 맞물린 치면의 미끄럼접촉이 적기 때문에 마모피로가 적고 넷째, 고부하 전달이 가능하다는 장점들이 있다. 본 연구의 목적은 링크, 캠과 같은 동일한 용도에서 사용되는 다른 여러 기구에 비해 많은 이점을 가지고 있는 적합한 타원계 비원형기어(엽형)에서 편평도의 변화에 따른 피치라인을설계하고, 각속비 및 편평도에 따른 형상과 길이의 변화, 물림압력각, 곡률반경등의 연구를 바탕으로 스퍼형과 헬리컬형의 타원계 엽형로타를 AOTOCAD의 script, 3dace를 이용하여 Computer Simulation를 통해 도형화한다.

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