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TPIPF로 계산된 이용자프로파일을 적용한 논문추천시스템에 대한 연구 (A Study on Scientific Article Recommendation System with User Profile Applying TPIPF)

  • 장령령;장우권
    • 정보관리학회지
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    • 제33권1호
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    • pp.317-336
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    • 2016
  • 오늘날 폭발적인 정보의 증가로 이용자들은 자신이 원하는 정보를 찾기 위해 엄청난 시간과 노력을 기울여야 한다. 이 문제를 해결하기 위하여 이용자의 정보요구를 분석하고 이용자에게 적합한 논문을 추천해주는 논문추천시스템이 등장하고 있다. 그러나 대부분의 논문추천시스템은 논문추천시스템의 핵심인 이용자 프로파일을 간과하고 있다. 따라서 이 연구는 논문추천시스템의 성능을 좌우하는 이용자 프로파일을 기존의 평균으로 계산하지 않고 새로운 TPIPF(Topic Proportion-Inverse Paper Frequency)로 계산하는 방법을 제안하였다. 제안된 방법과 기존의 방법을 모두 논문추천시스템에 적용하여 각각의 성능을 온라인 참고문헌 관리도구인 CiteULike에서 제공된 데이터 실험을 통하여 비교하였다. 그 결과 제안된 TPIPF 방법을 적용한 논문추천시스템의 성능이 더 높다는 것을 알 수 있었다.

New Design of Choice Sets for Choice-based Conjoint Analysis

  • Kim, Bu-Yong
    • 응용통계연구
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    • 제25권5호
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    • pp.847-857
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    • 2012
  • This article is concerned with choice-based conjoint analysis versus rating-based and ranking-based conjoint analysis. Choice-based conjoint analysis has a definite advantage in that the respondent's task of choosing the most preferred profile from several competing profiles adequately mimics consumer marketplace behavior. It is crucial to design the choice sets appropriate for the choice-based conjoint. Thus, this article suggests a new method to design the choice sets that are well-balanced. It augments the balanced incomplete block design and then obtains the dual design of the result to accommodate various numbers of profiles. In consequence, the choice sets designed by the new method have the desirable characteristics that each profile is presented to the same number of respondents, and pairs of any two distinct profiles occur together in the same number of choice sets. The balancing of the design increases the efficiency of the conjoint analysis. In addition, the pair-comparison scheme can improve the quality of data through the identification of contradictory responses.

Calculating the Contact Stress Resulting from Lateral Movement of the Wheel on Rail by Applying Hertz Theory

  • Ashofteh, Roya Sadat
    • International Journal of Railway
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    • 제6권4호
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    • pp.148-154
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    • 2013
  • This article has tried to review the maximum contact stresses in the contact area of the wheel and rail as a result of lateral movement of the wheel on rail by taking advantage from Hertz theory. Since wheel movement on rail is accompanied by lateral movement due to wheel profile conisity, so the contact point of wheel and rail is not constant and the contact stresses are therefore changeable in every single moment. Since the shape of rail profile and rail inclination, wheel diameter and the mechanical properties of the wheel and rail are effective on the stresses of contact area, these parameters have been studied by applying Hertz theory. This article aims to calculate the contact stresses in different parts on the wheel surface by using Hertz theory.

소형 안테나 (Small Antennas)

  • Kim, Ki-Chai
    • 한국전자파학회지:전자파기술
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    • 제3권2호
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    • pp.79-83
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    • 1992
  • 이동체 탑재용의 안테나는 안테나의 소형화와 박형화를 필연적으로 요구하고 있다. 특히, 최근에는 이동통신의 급소한 수요증대와 함께 휴대 무선기의 소형 안테나에 관한 연구가 활발히 진행되고 있다. 본 해설에서는 이러한 소형 안테나 분류, 특성 및 설계지침, 특성 측정법 등에 관하여 간략히 설명하였다.

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Control of Short-Channel Effects in Nano DG MOSFET Using Gaussian-Channel Doping Profile

  • Charmi, Morteza
    • Transactions on Electrical and Electronic Materials
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    • 제17권5호
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    • pp.270-274
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    • 2016
  • This article investigates the use of the Gaussian-channel doping profile for the control of the short-channel effects in the double-gate MOSFET whereby a two-dimensional (2D) quantum simulation was used. The simulations were completed through a self-consistent solving of the 2D Poisson equation and the Schrodinger equation within the non-equilibrium Green’s function (NEGF) formalism. The impacts of the p-type-channel Gaussian-doping profile parameters such as the peak doping concentration and the straggle parameter were studied in terms of the drain current, on-current, off-current, sub-threshold swing (SS), and drain-induced barrier lowering (DIBL). The simulation results show that the short-channel effects were improved in correspondence with incremental changes of the straggle parameter and the peak doping concentration.

Numerical Study of Entropy Generation with Nonlinear Thermal Radiation on Magnetohydrodynamics non-Newtonian Nanofluid Through a Porous Shrinking Sheet

  • Bhatti, M.M.;Abbas, T.;Rashidi, M.M.
    • Journal of Magnetics
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    • 제21권3호
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    • pp.468-475
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    • 2016
  • In this article, entropy generation on MHD Williamson nanofluid over a porous shrinking sheet has been analyzed. Nonlinear thermal radiation and chemical reaction effects are also taken into account with the help of energy and concentration equation. The fluid is electrically conducting by an external applied magnetic field while the induced magnetic field is assumed to be negligible due to small magnetic Reynolds number. The governing equations are first converted into the dimensionless expression with the help of similarity transformation variables. The solution of the highly nonlinear coupled ordinary differential equation has been obtained with the combination of Successive linearization method (SLM) and Chebyshev spectral collocation method. Influence of all the emerging parameters on entropy profile, temperature profile and concentration profile are plotted and discussed. Nusselt number and Sherwood number are also computed and analyzed. It is observed that entropy profile increases for all the physical parameters. Moreover, it is found that when the fluid depicts non-Newtonian (Williamson fluid) behavior then it causes reduction in the velocity of fluid, however, non-Newtonian behavior enhances the temperature and nanoparticle concentration profile.

단결정 다이아몬드 공구에 의한 Corner Cube 가공 시, 형상정밀도에 미치는 동 도금층의 경도의 영향 (Plating hardness and its effect to the form accuracy in shaping of corner cube on cu-plated steel plate using a single diamond tool)

  • 이준용;김창호;서충완
    • 한국기계가공학회지
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    • 제13권5호
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    • pp.64-69
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    • 2014
  • This article presents machining experiments to assess the relationship between the profile accuracy and the workpiece hardness using a natural diamond tool on an ultra-precision diamond turning machine. The study is intended to secure a corner cube prism pattern for reflective film capable of high-quality outcomes. The optical performance levels and edge images of corner cubes having various hardness levels of the copper-coated layer on a carbon steel plate are analyzed. The hardness of the workpiece has a considerable effect on the profile accuracy. The higher the hardness of the workpiece, the better the profile accuracy and the worse the edge wear of the diamond tool.

경제${\cdot}$과학기술 및 대학수학교육 지표에 의한 한국${\cdot}$미국의 대학수학교육 비교 (Korea-USA University mathematics Education Profile-data Comparison in the context of Population, Economy, Science Index)

  • 정치봉;정완수
    • 한국수학교육학회지시리즈E:수학교육논문집
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    • 제19권4호
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    • pp.805-822
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    • 2005
  • In Korea, many local university mathematics faculty knew that the institution faced serious student shortage problems and the restructuring and cut actions for such a mathematics major programs. In general, undergraduate mathematics education in korea is in the crisis. In general, lots of mathematics departments in korea was not prepared for such a severe risk. In this article, university mathematics education and research business are studied in the context of the size of korea-usa population, economy(such as GDP), SCI indices. Korea-usa university mathematics education profile data are presented to compare korea-usa university mathematics education business. Lots of precious data on mathematics education are being helped to prepare for the university mathematics education crisis.

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The necessary number of profile lines for the analysis of concrete fracture surfaces

  • Konkol, Janusz;Prokopski, Grzegorz
    • Structural Engineering and Mechanics
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    • 제25권5호
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    • pp.565-576
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    • 2007
  • The article describes a technique for the measurement of the level of complexity of fracture surfaces by the method of vertical sections, and a performed statistical analysis of the effect of profile lines on the fractographic and fractal parameters of fractures, i.e. the profile line development factor, $R_L$, and the fracture surface development factor, $R_S$, (as defined by the cycloid method), as well as the fractal dimension, $D_C$, (as determined by the chord method), and the fractal dimension, $D_{BC}$, (as determined by the box method). The above-mentioned parameters were determined for fracture surfaces of basalt and gravel concretes, respectively, which had previously been subjected to fracture toughness tests. The concretes were made from mixtures of a water/cement ratio ranging from 0.41 to 0.61 and with a variable fraction of coarse aggregate to fine aggregate, $C_{agg.}/F_{agg.}$, in the range from 1.5 to 3.5. Basalt and gravel aggregate of a fraction to maximum 16 mm were used to the tests. Based on the performed analysis it has been established that the necessary number of concrete fracture profile lines, which assures the reliability of obtained testing results, should amount to 12.

Case Study: A Preservice Teacher's Belief Changes Represented as Constructivist Profile

  • Kwak, Young-Sun
    • 한국과학교육학회지
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    • 제21권5호
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    • pp.795-821
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    • 2001
  • This Qualitative study investigated a preservice teacher's developing views of learning with the influence of constructivist epistemology taught in the Math, Science, and Technology Education (MSAT) Master of Education (M. Ed.) preservice teacher education program. The MSAT teacher education program employs constructivist aspects of teacher education and generates applications of constructivism to the practice of teaching, as revealed by faculty interview data. It is important at this point to emphasize that there are significant epistemological and ontological differences between different versions of educational constructivism (i.e., individual, radical, and social constructivism) and that these differences imply different pedagogical practices. For the 16 preservice teachers included in a larger study, the epistemological and ontological characteristics for each teacher's developing views of learning were identified through four in-depth interviews. Data from interviews were used to construct a constructivist profile for each preservice teacher's views of learning (i.e., a profile containing ontological beliefs, epistemological commitments, and pedagogical beliefs). Of the sixteen participants in the larger study, five significantly changed ontological and epistemological beliefs and eleven did not. Profile changes for the five who did change also resulted in changes in their conceptions of science teaching and learning (CSTL). In this article, one of the five teachers case was presented with rich quotes. This case study documents how a preservice teacher transferred his ontological and epistemological beliefs to his pedagogical beliefs and maintained the consistency between his philosophical beliefs and CSTL. It also demonstrated implications that changes in components for an educational constructivist profile have for a preservice teacher's view of himself as teacher. Data indicated the possibility that a constructivist-oriented preservice teacher education program can influence students' conceptions of science teaching and learning by explicitly introducing constructivism as an epistemology rather than as a specific method of instruction. Implications for both instructional practices of teacher education programmes and research are discussed.

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