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An Improved Approach to Ranking Web Documents

  • Gupta, Pooja;Singh, Sandeep K.;Yadav, Divakar;Sharma, A.K.
    • Journal of Information Processing Systems
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    • 제9권2호
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    • pp.217-236
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    • 2013
  • Ranking thousands of web documents so that they are matched in response to a user query is really a challenging task. For this purpose, search engines use different ranking mechanisms on apparently related resultant web documents to decide the order in which documents should be displayed. Existing ranking mechanisms decide on the order of a web page based on the amount and popularity of the links pointed to and emerging from it. Sometime search engines result in placing less relevant documents in the top positions in response to a user query. There is a strong need to improve the ranking strategy. In this paper, a novel ranking mechanism is being proposed to rank the web documents that consider both the HTML structure of a page and the contextual senses of keywords that are present within it and its back-links. The approach has been tested on data sets of URLs and on their back-links in relation to different topics. The experimental result shows that the overall search results, in response to user queries, are improved. The ordering of the links that have been obtained is compared with the ordering that has been done by using the page rank score. The results obtained thereafter shows that the proposed mechanism contextually puts more related web pages in the top order, as compared to the page rank score.

위치 변환 패턴 인식을 위한 다항식 고차 뉴럴네트워크 (Polynomial Higher Order Neural Network for Shift-invariant Pattern Recognition)

  • 정종수;홍성찬
    • 한국정보처리학회논문지
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    • 제4권12호
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    • pp.3063-3068
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    • 1997
  • 일반적인 역전파(Back Propagation)의 알고리즘을 다층 다항식 고차 뉴럴네트워크에 적용하여 위치 변환 패턴에 있어 정확한 인식을 할 수 있도록 네트워크의 구조를 개선했다. 본 논문의 목적은 다층 다항식 고차 뉴럴네트워크를 이용하여 여러 가지 패턴 인식이 가능한 이유를 자세히 논한다. 실제 예로는 일정한 문자 인식의 예제로 변형된 영문자 T-C 패턴을 가지고 실험했으며, 네트워크의 일반성(Generalization)을 측정하기 위해서는 거울반사 대칭(Mirror Symmetry)문제를 시뮬레이션 했다. 그 결과 종래의 모델보다 기술적인 우수성을 확인 할 수가 있었다. 본 연구가 제안한 방식에 의한 위치 변환된 T-C 패턴에 대하여서는 90%의 인식율을 얻을 수 있었으며, 일반성의 실험에서 거울반사 대칭(Mirror Symmetry)에 대한 인식율은 70%를 얻었다. 이 실험결과는 종래의 모델에서는 구하기 어려운 인식율이며 기존 연구와 비교한 결과 본 제안 방식의 기술적 우위성을 확연히 판단 할 수 있다.

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쌀 전분의 이화학적 성질과 쌀밥의 경도 (Physicochemical Properties of Rice Starch and Cooked Rice Hardness)

  • 길복임;임양순;안승요
    • Applied Biological Chemistry
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    • 제31권3호
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    • pp.249-254
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    • 1988
  • 아끼바레(일반계), 삼강(다수계), 마하트마(인디카형) 등 세 품종의 쌀 전분에 대해서 인화학적 성질, 호화 양상, 산처리(lintnerization)실험을 하였고 밥의 단단한 정도를 Rheometer로 측정하였다. 물결합 능력과 아밀로오스 함량은 삼강이 가장 컸다. 최고점도와 breakdown은 아끼바레, 삼강, 마하트마 순인 반면 consistency, set back은 마하트마, 삼강, 아끼바레의 순이었다. 산 가수분해는 세 전분 모두 두 단계로 진행되었으며 마하트마 전분의 가수분해율은 아끼바레, 삼강보다 낮았다. 상대적인 결정화도는 마하트마, 아끼바레, 삼강 순으로 높았다. 상대적인 결정화도가 가장 큰 마하트마는 열이나 산처리에 강한 저항을 보였고, 물결합 능력이 작았으며 취반시 더 단단하였다.

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박막태양전지 하부전극용 Mo 박막특성 연구 (A Study on properties of Lower Electrode thin films solar cell for Mo thin film)

  • 양현훈;김영준;정운조;박계춘
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2007년도 추계학술대회 논문집
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    • pp.321-322
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    • 2007
  • In order to increase the cost effectiveness of solar cells, module production should be treated more comprehensively. Back contact cells offer distinct advantage in the interconnection of cells to modules. Thereby Mo thin film were prepared in order to clarify optimum conditions for growth of the thin film depending upon process, and then by changing a number of deposition conditions and substrate temperature conditions variously, structural and electrical characteristics were measured. For the manufacture of the Mo were vapor-deposited in the named order. Among them, Mo were vapor-deposited by using the sputtering method in consideration of their adhesive force to the substrate, and the DC power was controlled so that the composition of Mo, while the surface temperature having an effect on the quality of the thin film was changed from R.T$[^{\circ}C]$ to $200[^{\circ}C]$ at intervals of $50[^{\circ}C]$. Micro-structural studies were carried out by XRD (D/MAX-1200, Rigaku Co.) and SEM (JSM-5400, Jeol Co.). Electrical properties were measured by CMT-SR3000 Measurement System.

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타이트스커트 봉제방법에 관한 비교 연구 -의복구성 교재와 국내 브랜드 제품을 중심으로- (A Comparative Study of Tight Skirt Sewing Methods -Focusing on the Sewing Methods Shown in Reference Text Books on Clothing Configuration and used in Domestic Consumer Products-)

  • 김선영;최영순
    • 한국의류학회지
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    • 제31권11호
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    • pp.1510-1519
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    • 2007
  • This comparative study analyzes and compares tight skirt sewing methods which are found in the clothing configuration reference text books available in contemporary universities and which are used in commercially-available domestic consumer products. The study samples included 15 text books and 12 tight skirt consumer products of different brands on sale at three department stores in Seoul each of which had a belt, a back-centered zipper, and back double slits. The findings of the study are summarized as follows: First, text books mainly show very basic sewing methods of using zippers on both sides of the straight-lined waist belt. This indicates that it is necessary for such methods to be complemented so that they cover a recent variety of designs, materials, and sewing machines. For consumer products, the main sewing method is to use a curved waist belt and a console zipper in silhouette running across half the hipbone. Second, consumer products employ three different types of cutting and sewing methods for putting an inseam on the center of the back slit part: to leave the whole inseam hemmed in the back center, to cut the left side of the inseam to the upper part of the back slit, and to cut the inseam to both the upper parts of the back slit. However, a method shown in most of the sampled text books is to cut the inseam of the back center to both the upper parts of the back slit. Third, the way of finishing a bottom edge hem in the text books is to do slip-stitch, herringbone stitch, and slinting hemming, in order after doing over-lock stitch, or to cut the hem on the bias and then slip-stitch, while for the consumer products the most frequently used sewing method is to finish the bottom edge hem by doing secoui-stitch. Finally, while in the text books the method of stitching darts and tucks is used for lining, the main lining method used in consumer products is to make tucks only. Also in the way of stitching the side seams of lining or the seams of the back center, there is a difference between the two sample groups of text books and the consumer products: while the former suggests using both open seams and over-lock stitch, the latter is found to finish the seams using an over-lock stitch only.

모바일 환경을 위해 에지맵 보간과 개선된 고속 Back Projection 기법을 이용한 Super Resolution 알고리즘 (Super Resolution Algorithm Based on Edge Map Interpolation and Improved Fast Back Projection Method in Mobile Devices)

  • 이두희;박대현;김윤
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제1권2호
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    • pp.103-108
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    • 2012
  • 최근 고성능 모바일기기의 보급과 멀티미디어 콘텐츠의 활용이 커짐에 따라 저해상도 영상을 고해상도로 재구성하는 초해상도(super resolution) 기법이 중요하게 대두되고 있다. 모바일기기에서는 초해상도를 사용하기 위해서는 연산량과 메모리 등의 제한적인 자원의 사용을 고려한 초해상도 알고리즘이 요구된다. 본 논문에서는 모바일기기에 적용하기 위해 단일영상을 통한 빠른 초해상도 기법을 제안한다. 제안한 알고리즘은 색채 왜곡을 방지하기 위해 RGB 컬러 도메인에서 HSV 컬러 도메인으로 변경하여 인간의 시각인지 특성이 가장 뚜렷한 밝기정보인 V만 처리한다. 먼저 잡음제거 및 속도향상을 고려하여 개선된 고속 back projection에 의해 영상을 확대 재구성한다. 이와 함께 2차 미분을 사용하는 LoG (laplacian of gaussian) 필터링을 이용하여 신뢰할 수 있는 에지 맵을 추출한다. 최종적으로 에지 정보와 개선된 back projection 결과를 이용하여 고해상도 영상을 재구성한다. 제안한 알고리즘을 사용하여 복원한 영상은 부자연스러운 인공물을 효과적으로 제거하고, blur현상을 최소화하여 에지 정보를 보정하고 강조해준다. 실험결과를 통해 제안하는 알고리즘이 기존의 보간법이나 전통적인 back projection 결과보다 주관적인 화질이 우수하고, 객관적으로 우수한 성능을 나타냄을 입증한다.

Optimization and improvement about DSSCs efficiency as thickness of TiO2 photoelectrode with Al back-reflector

  • 이용민;황기환;서현진;최현지;이율희;김동인;남상훈;부진효
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2015년도 제49회 하계 정기학술대회 초록집
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    • pp.243.1-243.1
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    • 2015
  • To replace the based on silicon solar cells, the third generation solar cells, Dye-sensitized solar cells (DSSCs), is low fabrication than silicon solar cells, environmentally friendly and can be applied to various field. For this reason, the DSSCs have been continuously researched. But DSSCs have one drawback that is the low power conversion efficiency (PCE) than silicon solar cells. To solve the problem, we used the backr-eflector the Al foil that can be easily obtained from the surrounding in order to improve the efficiency of the DSSCs. Easily detachable Al foil back-reflector increases the photocurrent by enhancing the harvesting light because the discarded light is reused. It also leads to enhance the power conversion efficiency (PCE). In addition, we compared with the efficiency of the DSSCs that is applied and does not be applied with back-reflector according to the thickness of the TiO2 photoelectrode. When the back-reflector is applied to DSSCs, the photocurrent is increased. It leads to affect the efficiency. We used to solar simulator and Electrochemical Impedance Spectroscopy (EIS) to confirm the PCE and resistance. The DSSCs were also measured by External Quantum effect (EQE). At the same time, FE-SEM and XRD were used to confirm the thickness of layer and crystal structural of photoelectrode.

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동작적합성에 따른 Slacks Pattern 설계에 관한 연구[Part II] -엉덩이 부위를 중심으로- (A Study on the Slacks Pattern Making according to the Movement-Fitness [Part II] -On the Hip Region-)

  • 박영득
    • 대한가정학회지
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    • 제35권4호
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    • pp.159-172
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    • 1997
  • The purpose of this study was to investigate the slacks pattern making on the movement -fitness of the hip region. The experimental items were divided into the 5 lower limb movements(M1-M5) and the 12 revision pattern constructions of slacks. This study was done by clothing pressure test sensory evaluation test and the difference shape-transformation of wearing-slacks. The summarized finding resulted from experiments and investigation are suggested as follows: First by the clothing pressure tested by lower limb movements the clothing pressure score of the rabbit leap movement(M3) was the highest of all lower limb movements and the order of it in the another movement was the sit on knee(M4) the sit on chair(M2) the noble sitting(M5) from the highest to the lowest. And in comparision of clothing pressure tested by revision pattern to cover the extend of crotch-length 20。 inclined back-line construction method (CA4) showed the lowest. And in comparision of clothing pressure tested by revision pattern to cover the extend of crotch-length 20。 inclined back-line construction method (CA4) showed the lowest. And also for a role to cover hip circumference extendign CC4(1/5 hip.1cm longrightarrow linked back -line) method showed the lowest. Second by the sensory evaluation test based on the movement and revision patterns it was found that the functional factor score of the rabbit leap movement was the lowest in all movement however the score of revision patterns were higher than basic pattern. Third by the test to show difference in the shape-transformation of wearing-slacks on chair(M2) also need to be analyzed. The ration of the shape-transformation of the knee region showed the least value in the increased patterns of inclined angle of back-line(CA) and the differential methods of back-line inclined pattern making. But that of the hem-line did not show remarkable difference.

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고유 변형도법과 리메슁 기술을 접목한 블록의 역세팅 형상 예측기술 (Prediction Technology of Reverse Setting Block Shape with Inherent Strain Method and Re-meshing Technology)

  • 현충민;최한석;박창우;김성훈
    • 한국해양공학회지
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    • 제31권6호
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    • pp.425-430
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    • 2017
  • In order to reduce the cost of corrections and time needed for the block assembly process, the reverse setting method is applied for a back-heated block to neutralize deck deformation. The proper reverse setting shape for a back-heated block to correct deformation improved the deck flatness, but an excessive amount of reverse setting could inversely affect the flatness of the block. A prediction method was developed for the proper reverse setting shape using a back-heated block, considering the complex geometry of blocks, thickness of the deck plate, and thermal loading conditions such as welding and back-heating. The prediction method was developed by combining the re-meshing technique and inherent strain-based deformation analysis using the finite element method. Because the flatness deviation was decreased until the lower critical point and thereafter it tended to increase again, the optimum value for which the flatness was the best case was selected by repeatedly calculating the predefined reverse setting values. Based on this analysis and the study of the back-heating deformation of large assembly blocks, including the reverse setting shape, the mechanism for selecting the optimum reverse setting value was identified. The developed method was applied to the actual blocks of a ship, and it was confirmed that the flatness of the block was improved. It is concluded that the developed prediction method can be used to predict the optimum reverse setting shape value of a ship's block, which will reduce the cost of corrections in the construction stage.

수치해석 기법을 이용한 터널 라이닝 안전성 평가에 관한 역해석 연구 (A Back Analysis Study for the Assessment of Tunnel Lining Safety Using Numerical Analysis Model)

  • 박치현;김창용;이희근
    • 터널과지하공간
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    • 제9권4호
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    • pp.296-305
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    • 1999
  • 많은 터널 현장에서 계측을 수행하고 있지만, 일반적인 역해석 방법으로 이 계측자료를 통해 라이닝에 작용하는 변형율과 응력 등의 역학량을 추정하기는 어렵다. 그 이유는 현장에서 계측이 가능한 적은 변위수로부터 라이닝의 응력상태를 추정할 수 없기 때문이다. 계측의 시간과 비용을 고려해 볼 때, 계측자료를 이용할 수 있는 기법의 개발은 시급한 연구과제라 할 수 있다. 본 연구에서는 터널계측에서 계측 가능한 소수의 변위로 전테 라이닝의 변위와 응력 등의 역학량을 계산할 수 있는 역해석 모델을 개발하였다. 역해석 방법으로서 복공 외면에 작용하는 외력의 자승이 최소화될 때 해를 구하는 방법을 사용하였다. 라이닝 외면에 작용하는 하중을 가정하여 유한요소법으로 변위와 응력을 계산하고, 여기서 얻은 몇개의 변위를 계측 변위로 가정하여 역해석 모델에 입력함으로써 절점 변위, 요소의 변형율 및 응력 등을 다시 구하였다. 처음 계산된 변위와 역계산으로 구한 변위를 비교함으로써 모델의 신뢰성을 평가하였다. 자동계측으로 라이닝의 비교적 정확한 계측을 수행하고 있는 지하철 한강 하저터널 현장에서 얻은 계측변위를 개발한 역해석 모델을 적용하여 실제 계측한 응력과 유사한 결과를 얻었다.

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