• 제목/요약/키워드: User Modeling

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내부자 정보 유출 탐지 방법에 관한 연구 (A Study on Method for Insider Data Leakage Detection)

  • 김현수
    • 한국인터넷방송통신학회논문지
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    • 제17권4호
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    • pp.11-17
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    • 2017
  • 최근 많은 기업 및 기관에서 내부정보가 유출되는 사고가 지속적으로 발생하고 있으며, 이러한 내부정보 유출사고는 대부분 권한 있는 내부자에 의해 발행하고 있다. 본 논문에서는 은닉 마르코프 모델(HMM)을 이용하여 내부자의 정상행위에서 생성된 정보를 모델링한 후 내부자들의 비정상행위를 탐지하는 내부정보 유출 탐지 기법에 대해 제안한다. 보안시스템들의 로그를 통해 내부자들의 행위에 대한 특징을 추출하여 입력 시퀀스를 생성하고, HMM 모델에 학습하여 정상행위에 대한 모델을 생성한다. 이상행위에 대한 판정은 사용자 행위에 대한 관측열을 정상행위 모델에 적용하여 확률값을 계산하고, 이 값을 특정 임계값과 비교하여 이상행위를 탐지한다. 실험을 통해 내부자 정보유출 행위를 탐지하기 위한 최적의 HMM 매개변수를 결정하였고, 실험결과 제안한 시스템이 내부자 정보유출 행위에 대해 20%의 오탐율과 80%의 탐지율을 보여주었다.

PSCAD/EMTDC를 이용한 풍력발전시스템의 새로운 시뮬레이션 방법에 관한 연구 (Study on a Noval Simulation Method of Wind Power Generation System Using PSCAD/EMTDC)

  • 한상근;박민원;유인근
    • 대한전기학회논문지:전력기술부문A
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    • 제52권6호
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    • pp.307-315
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    • 2003
  • This paper proposes a novel simulation method of WPGS (Wind Power Generation System). The rotation speed control method of turbine under variable wind speed using the pitch control is proposed. Moreover, when wind speed exceeds the cut-out wind speed, the turbine will be stopped by controlling pitch angle to 90$^{\circ}$, otherwise it will be controlled to steady-state operation. For the purpose of effective simulation, the SWRW (Simulation method for WPGS using Real Weather condition) is used for the utility interactive WPGS simulation in this paper, in which those of three topics for the WPGS simulation: user-friendly method, applicability to grid-connection and the utilization of the real weather conditions, are satisfied. It is impossible to consider the real weather conditions in the WPGS simulation using the EMTP type of simulators and PSPICE, etc. External parameter of the real weather conditions is necessary to ensure the simulation accuracy. The simulation of the WPGS using the real weather conditions including components modeling of wind turbine system is achieved by introducing the interface method of a non-linear external parameter and FORTRAN using PSCAD/EMTDC in this paper. The simulation of long-term, short-term, over cut-out and under cut-out wind speeds will be peformed by the proposed simulation method effectively. The efficiency of wind power generator, power converter and flow of energy are analyzed by wind speed of the long-term simulation. The generator output and current supplied into utility can be obtained by the short-term simulation. Finally, transient-state of the WPGS can be analyzed by the simulation results of over cut-out and under cut-out wind speeds, respectively.

의복디자인에서의 모듈성에 대한 연구 (A Study on the Modularity in Clothing Design)

  • 임소연;이주현
    • 한국의상디자인학회지
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    • 제14권2호
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    • pp.1-10
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    • 2012
  • Clothing design is one of design products for human, the end user and corresponds to artifacts. Sometimes artifacts with one mono module exist, and so does artifacts assembled and combined with multi modules of same shape and size or various shapes and sizes and thus all design products can be understood by modularity concept. The purpose of this study was to make a new suggestion for the clothing design and production of high uniqueness and creativity by reviewing and synthesizing the foundation of clothing modularity concept as the original clothing design figures from the history have shown various modularity concept evolution from mono module to multi module stages. The methods of this study were to identify clothing modularity and analyze the type, evolving direction, and category of clothing modularity, and the value of clothing modularization design through comprehensive literature reviews on topic-related books and theses. The original clothing figures with Significance from the clothing history were analyzed in evolution sequence for application direction and value of clothing modularity in flat pattern. Clothing modularity in ancient clothing figures was classified as three types of the fixed, drapery, and straight lined in evolving direction from clothing of mono module to flat patterned clothing. The direction of clothing modularity was identified as mono- dual-triple-multi into another level of multi modularity after intentional devolution. The categorization of clothing modularity was identified in terms of clothing flat construction, clothing design construction, and clothing form modeling. The value of clothing modularization design using clothing modularity was identified as economical efficiency, convenience, promptitude, adaptability, functionality, and creativity.

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기능성 화장품 충동구매행동에 대한 소비자 쇼핑성향과 기능성 화장품 점포속성의 영향 (Effects of Shopping Orientation and Store Attributes on Impulse Buying Behavior for Cosmeceuticals)

  • 박은주;김유미
    • 한국의류산업학회지
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    • 제17권6호
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    • pp.932-941
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    • 2015
  • An aging population and increasing consumer demand for high-quality and innovative new products are key drivers for growth in the cosmeceutical industry. Cosmeceuticals are defined as products with biologically active ingredients that have a measurable effect on the user. This study explored the effects of shopping orientation and store attributes on impulse buying behavior for cosmeceuticals. We obtained 437 usable questionnaires from university students who had purchased cosmeceutical products. Data analysis was conducted using confirmatory factor analysis and structural equation modeling analysis via AMOS 18.0. The findings were: 1) hedonic shopping orientation and convenience shopping orientation had positive effects on product efficacy and promotion of the cosmeceutical store 2) brand shopping orientation had a positive effects on store atmospheric, skin care service, and brand of the cosmeceuticals store and 3) product efficacy and promotion of store attributes had a direct effect on impulse buying behavior for cosmeceuticals. Consumers who tended to enjoy the shopping to refresh themselves and to experience convenient shopping were likely to purchase cosmeceuticals impulsively, which mediated by the store attributes (product efficacy and promotion). Therefore, we confirmed partly causal relationships among the shopping orientation, store attributes, and impulse buying behavior of cosmeceuticals. Both managerial and theoretical implication for practitioners and researchers were discussed for managing product information more efficiently along with promotion strategies to trigger cosmeceuticals consumers in the context of shopping.

Virtual Reality and 3D Printing for Craniopagus Surgery

  • Kim, Gayoung;Shim, Eungjune;Mohammed, Hussein;Kim, Youngjun;Kim, Yong Oock
    • Journal of International Society for Simulation Surgery
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    • 제4권1호
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    • pp.9-12
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    • 2017
  • Purpose Surgery for separating craniopagus twins involves many critical issues owing to complex anatomical features. We demonstrate a 3D printed model and virtual reality (VR) technologies that could provide valuable benefits for surgical planning and simulation, which would improve the visualization and perception during craniopagus surgery. Material & Methods We printed a 3D model extracted from CT images of craniopagus patients using segmentation software developed in-house. Then, we imported the 3D model to create the VR environment using 3D simulation software (Unity, Unity Technologies, CA). We utilized the HTC Vive (HTC & Valve Corp) head-mount-display for the VR simulation. Results We obtained the 3D printed model of craniopagus patients and imported the model to a VR environment. Manipulating the model in VR was possible, and the 3D model in the VR environment enhanced the application of user-friendly 3D modeling in surgery for craniopagus twins. Conclusion The use of the 3D printed model and VR has helped understand complicated anatomical structures of craniopagus patients and has made communicating with other medical surgeons in the field much easier. Further, interacting with the 3D model is possible in VR, which enhances the understanding of the craniopagus surgery as well as the success rate of separation surgery while providing useful information on diagnosing and surgery planning.

텔레메틱스 단말기 내의 오디오/비디오 명령처리를 위한 임베디드용 음성인식 시스템의 구현 (Implementation of Embedded Speech Recognition System for Supporting Voice Commander to Control an Audio and a Video on Telematics Terminals)

  • 권오일;이흥규
    • 대한전자공학회논문지TC
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    • 제42권11호
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    • pp.93-100
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    • 2005
  • 본 논문에서는 차량 내에서 음성인식 인터페이스를 이용한 오비오, 비디오와 같은 응용서비스 처리를 위해 임베디드형 음성인식 시스템을 구현한다. 임베디드형 음성인식 시스템은 DSP 보드로 제작 포팅된다. 이는 음성 인식률이 마이크, 음성 코덱 등의 H/W의 영향을 받기 때문이다. 또한 차량 내 잡음을 효율적으로 제거하기 위한 최적의 환경을 구축하고, 이에 따른 테스트 환경을 최적화한다. 본 논문에서 제안된 시스템은 차량 내에서의 신뢰적인 음성인식을 위해 잡음제거 및 특징보상 기술을 적용하고 임베디드 환경에서의 속도 및 성능 향상을 위한 문맥 종속 믹스쳐 공유 음향 모델링을 적용한다. 성능평가는 일반 실험실 환경에서의 인식률과 실제 차량 내에서의 실차 테스트를 통해 검증되었다.

A New Parameter Estimation Method for a Zipf-like Distribution for Geospatial Data Access

  • Li, Rui;Feng, Wei;Wang, Hao;Wu, Huayi
    • ETRI Journal
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    • 제36권1호
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    • pp.134-140
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    • 2014
  • Many reports have shown that the access pattern for geospatial tiles follows Zipf's law and that its parameter ${\alpha}$ represents the access characteristics. However, visits to geospatial tiles have temporal and spatial popularities, and the ${\alpha}$-value changes as they change. We construct a mathematical model to simulate the user's access behavior by studying the attributes of frequently visited tile objects to determine parameter estimation algorithms. Because the least squares (LS) method in common use cannot obtain an exact ${\alpha}$-value and does not provide a suitable fit to data for frequently visited tiles, we present a new approach, which uses a moment method of estimation to obtain the value of ${\alpha}$ when ${\alpha}$ is close to 1. When ${\alpha}$ is further away from 1, the method uses the associated cache hit ratio for tile access and uses an LS method based on a critical cache size to estimate the value of ${\alpha}$. The decrease in the estimation error is presented and discussed in the section on experiment results. This new method, which provides a more accurate estimate of ${\alpha}$ than earlier methods, promises more effective prediction of requests for frequently accessed tiles for better caching and load balancing.

비례솔레노이드 밸브의 해석을 위한 전후처리기에 대한 연구 (Research on Pre- and Post-Processor for Analysis of Proportional Solenoid Valve)

  • 윤동원;함상용;박중호;윤소남;김칠성
    • 대한기계학회논문집A
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    • 제36권8호
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    • pp.865-871
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    • 2012
  • 본 논문에서는 기존의 유한요소 프로그램을 이용하여 솔레노이드 밸브의 해석을 용이하게 하는 프로그램 개발에 대해서 다루었다. 비례솔레노이드 밸브에서 정확한 해를 얻기 위해서는 이론적인 식보다 기존의 유한요소 해석툴을 이용하는 것이 유리하며, 이때 사용자의 편의성을 위해서 솔레노이드의 형상을 삼각형, 사각형 등의 간단한 도형의 조합이라고 가정하여 모델링하도록 하였다. 이러한 가정을 사용하여 개발된 솔레노이드 해석 프로그램은 사용자가 솔레노이드의 유한요소 모델을 쉽게 생성할 수 있도록 해주었다. 개발된 프로그램의 유용성을 검증하기 위해 실제 솔레노이드 밸브에 대한 해석을 수행하였으며, 해석결과 개발된 프로그램은 솔레노이드 밸브의 비례특성을 잘 해석할 수 있음을 알 수 있었다.

강우레이더의 3차원 가시화를 위한 데이터 변환 및 표출기법 (Data Transformation and Display Technique for 3D Visualization of Rainfall Radar)

  • 김형훈;박현철;최영철;김태수;정윤재
    • 한국멀티미디어학회논문지
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    • 제20권2호
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    • pp.352-362
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    • 2017
  • This paper proposes an algorithm for automatically converting and displaying rainfall radar data on a 3D GIS platform. The weather information displayed like rainfall radar data is updated frequently and large-scale. Thus, in order to efficiently display the data, an algorithm to convert and output the data automatically, rather than manually, is required. In addition, since rainfall data is extracted from the space, the use of the display image fused with the 3D GIS data representing the space enhances the visibility of the user. To meet these requirements, this study developed the Auto Data Converter application that analyzes the raw data of the rainfall radar and convert them into a universal format. In addition, Unity 3D, which has good development accessibility, was used for dynamic 3D implementation of the converted rainfall radar data. The software applications developed in this study could automatically convert a large volume of rainfall data into a universal format in a short time and perform 3D modeling effectively according to the data conversion on the 3D platform. Furthermore, the rainfall radar data could be merged with other GIS data for effective visualization.

학습관리시스템(LMS)간 상호 연동 모델 구현 (The Implementation of Interconnection Modeling between Learning Management System(LMS))

  • 남윤성;양동일;최형진
    • 한국항행학회논문지
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    • 제15권4호
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    • pp.640-645
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    • 2011
  • 이러닝의 발전과 더불어 다양한 학습도구의 개발 및 이러닝 콘텐츠의 공동 활용 등 이러닝을 통한 교류가 활발하게 이루어지고 있다. 또한 이러닝 교류는 학습자 정보교환 중심의 교류, 교수자 정보교환 중심의 교류 등 여러 가지가 있다. 그러므로 각각 LMS의 상호 연동을 고려하지 않고 개발되었기 때문에 이러닝 교류시 문제점이 나타나게 되었다. 이 문제점을 해결하기 위하여 본 논문에서는 우선 먼저 학습에 가장 필요로 하는 학습요소들 즉, 과목정보, 강의정보, 사용자정보, 수강신청정보, 학습이력정보를 연동데이터로 정의하였으며, 가상의 테이블인 뷰를 이용하여 데이터 연동 테이블을 구성하여 이러닝간 운영관리를 위한 LMS 연동 모델 구현한다. 향후에는 다양한 학습요소에 대한 연동과 세션처리, 보안을 고려한 LMS 연동이 연구과제로 남아있다.