• Title/Summary/Keyword: Sensitive Analysis

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Privacy Protection Method for Sensitive Weighted Edges in Social Networks

  • Gong, Weihua;Jin, Rong;Li, Yanjun;Yang, Lianghuai;Mei, Jianping
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권2호
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    • pp.540-557
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    • 2021
  • Privacy vulnerability of social networks is one of the major concerns for social science research and business analysis. Most existing studies which mainly focus on un-weighted network graph, have designed various privacy models similar to k-anonymity to prevent data disclosure of vertex attributes or relationships, but they may be suffered from serious problems of huge information loss and significant modification of key properties of the network structure. Furthermore, there still lacks further considerations of privacy protection for important sensitive edges in weighted social networks. To address this problem, this paper proposes a privacy preserving method to protect sensitive weighted edges. Firstly, the sensitive edges are differentiated from weighted edges according to the edge betweenness centrality, which evaluates the importance of entities in social network. Then, the perturbation operations are used to preserve the privacy of weighted social network by adding some pseudo-edges or modifying specific edge weights, so that the bottleneck problem of information flow can be well resolved in key area of the social network. Experimental results show that the proposed method can not only effectively preserve the sensitive edges with lower computation cost, but also maintain the stability of the network structures. Further, the capability of defending against malicious attacks to important sensitive edges has been greatly improved.

고분자 감응성 LB막의 유변학적인 특성분석에 의한 유기가스의 식별 (The Identification of Organic Vapours Using the Rheological Characteristic Analysis of Polymeric Sensitive LB Films)

  • 강현욱;김정명;장상목;권영수
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 1996년도 추계학술대회 논문집
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    • pp.405-408
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    • 1996
  • The rheological changes in sensitive materials was investigated by using QCA. Langmuir-Blodgett method was used to transfer sensitive material to the quartz crystals because of its facility to control the thickness. To develop gas sensor using quartz crystal, the rheological change of sensitive LB films were observed using the resonant resistance concept. And the rheological changes as to adsorption of organic vapours were used to analyze the response mechanism between organic vapours and sensitive LB films. We considered with resonant frequency of quartz crystal to obtain one-channel gas sensor and analytical tools of organic vapours response. In our results, we analyzed the organic vapours response by the rheological changes and mass loading as to adsorption of organic vapours.

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Material and geometric properties of hoop-type PZT interface for damage-sensitive impedance responses in prestressed tendon anchorage

  • Dang, Ngoc-Loi;Pham, Quang-Quang;Kim, Jeong-Tae
    • Structural Monitoring and Maintenance
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    • 제9권2호
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    • pp.129-155
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    • 2022
  • In this study, parametric analyses on a hoop-type PZT (lead-zirconate-titanate) interface are performed to estimate the effects of the PZT interface's materials and geometries on sensitivities of impedance responses under strand breakage. The paper provides a guideline for installing the PZT interface suitable in tendon anchorages for damage-sensitive impedance signatures. Firstly, the concept of the PZT interface-based impedance monitoring technique in prestressed tendon anchorage is briefly described. A FE (finite element) analysis is conducted on a multi-strands anchorage equipped with a hoop-type PZT interface for analyzing materials and geometric effects. Various material properties, geometric sizes of the interface, and PZT sensor are simulated under two states of prestressing force for acquiring impedance responses. Changes in impedance signals are statistically quantified to analyze the effect of these factors on damage-sensitive impedance monitoring in the tendon anchorage. Finally, experimental analyses are performed to demonstrate the effects of materials and geometrical properties of the PZT interface on damage-sensitive impedance monitoring.

불확실성하에서 북태평양 미드웨이 시험어장의 경제성 평가 : 다랑어연승 어장을 중심으로 (The Economic Evaluation of Experimental Fishing Grounds in the North Pacific Midway Ocean Under Uncertainty : Focusing on Tuna Longline Fishing Grounds)

  • 문성주;진상대;안영수;김영승;황선재
    • 수산경영론집
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    • 제40권1호
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    • pp.153-172
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    • 2009
  • Developing foreign fishing ground executed in various uncertainty such as fishing price, oil price, exchange rate. But traditional economic evaluation method, CVP(Cost-Volume-Profit) analysis doesn't consider uncertainty of foreign fishing ground. So we need new approach about economic evaluation that can take into account uncertainty. This study focus on the economic evaluation about experimental survey of tuna fishing grounds in the north pacific ocean by sensitive analysis and simulation. The results of the economic evaluation can be summarized as follows. First, when we take it for granted that the other uncertainty factors except for each fishing price, oil price, and exchange rate are constant. CVP gross sales has positive relation to the increasing rate of oil price, exchange rate(W/$) and negative relation to the increasing rate of fishing price and exchange rate(W/${\yen}$). Second, when we are supposing that fishing price, oil price, and exchange rate are followed. the probability of less than CVP gross sales is A ship(48.87%), B ship(49.64%), C ship(50.55%). Consequently, the economic evaluation by sensitive analysis and simulation is more useful tool than CVP(Cost-Volume-Profit) analysis under uncertainty.

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Methylation-sensitive high-resolution melting analysis of the USP44 promoter can detect early-stage hepatocellular carcinoma in blood samples

  • Si-Cho, Kim;Jiwon, Kim;Da-Won, Kim;Yanghee, Choi;Kyunghyun, Park;Eun Ju, Cho;Su Jong, Yu;Jeongsil, Kim-Ha;Young-Joon, Kim
    • BMB Reports
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    • 제55권11호
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    • pp.553-558
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    • 2022
  • Hepatocellular carcinoma (HCC) is dangerous cancer that often evades early detection because it is asymptomatic and an effective detection method is lacking. For people with chronic liver inflammation who are at high risk of developing HCC, a sensitive detection method for HCC is needed. In a meta-analysis of The Cancer Genome Atlas pan-cancer methylation database, we identified a CpG island in the USP44 promoter that is methylated specifically in HCC. We developed methylation-sensitive high-resolution melting (MS-HRM) analysis to measure the methylation levels of the USP promoter in cell-free DNA isolated from patients. Our MS-HRM assay correctly identified 40% of patients with early-stage HCC, whereas the α-fetoprotein test, which is currently used to detect HCC, correctly identified only 25% of early-stage HCC patients. These results demonstrate that USP44 MS-HRM analysis is suitable for HCC surveillance.

Highly Sensitive Biological Analysis Using Optical Microfluidic Sensor

  • Lee, Sang-Yeop;Chen, Ling-Xin;Choo, Jae-Bum;Lee, Eun-Kyu;Lee, Sang-Hoon
    • Journal of the Optical Society of Korea
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    • 제10권3호
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    • pp.130-142
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    • 2006
  • Lab-on-a-chip technology is attracting great interest because the miniaturization of reaction systems offers practical advantages over classical bench-top chemical systems. Rapid mixing of the fluids flowing through a microchannel is very important for various applications of microfluidic systems. In addition, highly sensitive on-chip detection techniques are essential for the in situ monitoring of chemical reactions because the detection volume in a channel is extremely small. Recently, a confocal surface enhanced Raman spectroscopic (SERS) technique, for the highly sensitive biological analysis in a microfluidic sensor, has been developed in our research group. Here, a highly precise quantitative measurement can be obtained if continuous flow and homogeneous mixing condition between analytes and silver nano-colloids are maintained. Recently, we also reported a new analytical method of DNA hybridization involving a PDMS microfluidic sensor using fluorescence energy transfer (FRET). This method overcomes many of the drawbacks of microarray chips, such as long hybridization times and inconvenient immobilization procedures. In this paper, our recent applications of the confocal Raman/fluorescence microscopic technology to a highly sensitive lab-on-a-chip detection will be reviewed.

수입수산물의 경제적 민감도분석에 관한 연구 (An Analysis of the Economic Sensitivity of Imported Fishery Products)

  • 박철형;장영수
    • 수산해양교육연구
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    • 제20권1호
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    • pp.78-89
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    • 2008
  • This study is intended to analyse the economic sensitivity of imported fishery products due to decrease in or elimination of tariff rates through the progress of free trade. Forty-seven species of fishes were selected for this study on the basis of the HS Code. The substitution and price effects were calculated using the price elasticities of both domestic and imported demands for fishery products under the assumption of 5% decrease in a tariff rate. Seven main economic variables were extracted from the fishery industry which can mediate the substitution and price effects. A multiple regression analysis was conducted to obtain the influence weights of these main economic variables on both effects. The order of sensitivity of the fishes was calculated using these weights. The 47 fish species were classified into four groups according to their sensitivity based on the means and the standard deviations of their total scores on seven main economic considerations. Nine fish species such as squids, hair tails, shellfishes, and crabs belonged to the hyper-sensitive group, whereas 15 fishes such as eels, sea breams, and sea weeds belonged to the sensitive group. Twelve species including common sea basses, cods, and abalones were among the less-sensitive group, and 11 species including skate rays and mud fishes comprised the non-sensitive group.

Study on the Damping Performance Characteristics Analysis of Shock Absorber of Vehicle by Considering Fluid Force

  • Lee Choon-Tae;Moon Byung-Young
    • Journal of Mechanical Science and Technology
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    • 제19권2호
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    • pp.520-528
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    • 2005
  • In this study, a new mathematical dynamic model of displacement sensitive shock absorber (DSSA) is proposed to predict the dynamic characteristics of automotive shock absorber. The performance of shock absorber is directly related to the vehicle behaviors and performance, both for handling and ride comfort. The proposed model of the DSSA has two modes of damping force (i.e. soft and hard) according to the position of piston. In this paper, the performance of the DSSA is analyzed by considering the transient zone for more exact dynamic characteristics. For the mathematical modeling of DSSA, flow continuity equations at the compression and rebound chamber are formulated. And the flow equations at the compression and rebound stroke are formulated, respectively. Also, the flow analysis at the reservoir chamber is carried out. Accordingly, the damping force of the shock absorber is determined by the forces acting on the both side of piston. The analytic result of damping force characteristics are compared with the experimental results to prove the effectiveness. Especially, the effects of displacement sensitive orifice area and the effects of displacement sensitive orifice length on the damping force are observed, respectively. The results reported herein will provide a better understanding of the shock absorber.

온도 민감 형광을 이용한 마이크로 스케일 표면온도 측정 (Surface Temperature Measurements in Microscale with Temperature Sensitive Fluorescence)

  • 정운섭;김성욱;김호영;유정열
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2004년도 추계학술대회
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    • pp.1225-1230
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    • 2004
  • The effects of substrate material on the local heating performance of microheaters are studied by both numerical analysis and experiment. Transient conduction analysis shows that the substrate material with low thermal conductivity is critical to the local heating and fast response. A measurement technique for surface temperature field in microscale is newly proposed, which uses temperature sensitive fluorescent dye coated on the surface. The measured surface temperature fields on microheater arrays fabricated on different substrates are presented.

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중국역사영화 '영웅'의 건물배경에 대한 감성분석 (Emotional Analysis on the Building Background of Chinese History Film 'Hero')

  • 선위;송승근
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2018년도 춘계학술대회
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    • pp.291-292
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    • 2018
  • 본 연구는 중국역사영화 '영웅'의 소재로 활용된 건물배경에 대한 관객의 감성 고찰을 목적으로 한다. 본 연구는 감성과 관련된 선행 연구를 통해 건물배경에 적합한 감성어휘를 도출하고 이를 설문형태로 감성을 분석하였다. 연구결과 영화의 건물 배경이 관객에게 감성적인 영향을 줄 수 있으며 중국 전통양식과 문화를 이해하는데 도움을 줄 것이다.

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