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MBTI-based Collaborative Recommendation System : A Case Study of Webtoon Contents (MBTI 기반 협업 추천 시스템 : 웹툰 콘텐츠 사례 연구)

  • Yi, Myeong-Yeon;Lee, O-Joun;Hong, Min-sung;Jung, Jason J.
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2015.07a
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    • pp.169-172
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    • 2015
  • 웹툰의 양은 방대하여 사용자가 원하는 웹툰을 찾는데 어려움이 있기 때문에 체계적인 추천 시스템이 필요하다. 하지만 기존의 추천 시스템은 조회수가 많은 인기 웹툰을 추천하는 방식과 사용자와 비슷한 연령대, 성별의 사용자들이 조회한 콘텐츠를 추천해주는 인구 통계학적 추천(demographic filtering)방식, 그리고 비슷한 사용자를 분석하여 추천해주는 협업적 추천(collaborative filtering)방식에 국한되어 있어, 개인의 성향을 반영하여 추천하고 있다고 보기 어렵다. 따라서 사용자 개인의 성향을 분석하는 방식에 대한 시도가 필요하다. 본 연구에서는 이러한 한계를 극복하기 위해서 개인의 성향을 분석하는 지표로 MBTI(Myers-Briggs Type Indicator) 유형을 이용하고, 같은 MBTI 유형의 사용자간의 협업적 필터링 추천 방식을 제안하였다. 또, 협업적 필터링 방식에서 발생하는 콜드 스타트 문제와 초기 평가자 문제를 해결하는 방안을 제시하였다.

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ANALYZING RELATIONSHIPS THE AMONG WEB LINK STRUCTURE, WEBPAGE KEYWORD, AND POPULAR RANK : Travel Industry (웹링크 구조, 키워드, 사이트인기도 간의 관계성 분석에 관한 연구 : 관광산업을 중심으로)

  • Joun, Hyo-Jae;Cho, Nam-Jae
    • Journal of Information Technology Applications and Management
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    • v.13 no.4
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    • pp.167-180
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    • 2006
  • Websites in the Internet are uncontrollable domain and various contents in websites lead people's activities and thoughts and new business paradigms for the future. These phenomena are from expanding the social network based on the endless growth of information technology. Websites are composed with many of links and communicating and expanding their virtual area by links, inbound, outbound, onsite, and of offsite links. Research and practice in digital information on the web have focused on finding and measuring artifacts, factors and attributes of web structure and contents from the perspective that information is a resource and property of products and services. Websites links is one of the core artifacts for understanding the virtual area. This study identifies the role of web link structure and webpage keyword as artifacts and examines their relationships by webpage rank by a minimal hub as performance in the business websites that are serving tourism information. Discovering relationships of links provides managerial insights on organizations virtual activities and systematic understandings about digitalized organizational information in the information use environment.

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Enhancement of Rectal Absorption of Insulin in Eudispert hv Hydrogels Containing Medium Chain Fatty Acid Salts in Rats (중쇄지방산염 함유 Eudispert hv 하이드로겔의 인슐린 직장 흡수증대효과)

  • Han, Kun;Kim, Joun-Sik;Yoo, Jeoung-Hee;Chung, Youn-Bok
    • Journal of Pharmaceutical Investigation
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    • v.27 no.3
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    • pp.189-198
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    • 1997
  • The purpose of the present study was to investigate the effect of medium chain fatty acid salts, reported as enhancers in insulin nasal absorption, on the rectal absorption of insulin in rats. The serum glucose and remained insulin level in perfusate were measured after rectal recirculation of insulin with or without sod. laurate, sod. caprate and sod. caprylate in situ. The addition of sod. laurate or sod. caprate reduced serum glucose concentration considerably. Sod. caprate (1.0%) showed the greatest promoting effect on the decrement of serum glucose. Eudispert hv hydrogels containing insulin with medium chain fatty acid salts were, thereby, prepared and evaluated. The release rate of insulin from Eudispert hv hydrogels was reduced with an increase in the content of Eudispert hv, and was raised with increasing NaOH concentration. Ten percent Eudispert hv hydrogels were offered for the rectal administration of insulin. The addition of 1.0% sod. caprate reduced serum glucose concentration remarkably after rectal administration of 10% Eudispert hv hydrogels containing insulin. The level of glucose decrement was greater by 30% compared to subcutaneous administration of insulin solution. From the above findings, Eudispert hv hydrogels would be used as useful rectal delivery systems of insulin.

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Evaluation of buccal mucoadhesive [P(AA-co-PEGMM)] copolymer films containing butorphanol tartrate (Butolphanol tartrate 함유 구강점막 점착성 [P(AA-co-PEGMM)] 공중합체 필름의 평가)

  • Kim, Joun-Sik;Han, Kun
    • Journal of Pharmaceutical Investigation
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    • v.32 no.1
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    • pp.1-6
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    • 2002
  • The mucoadhesive characteristics of [P(AA-co-PEGMM)] films by estimating the glass transition temperature $(T_g)$, analyzing surface energy and studying FT-IR was previously reported. In this study, the possibility of buccal mucoadhesive dosage form of [P(AA-co-PEGMM)] films by mucoadhesive force measurements and dissolution tests were also investigated. Mucoadhesiveness of [P(AA-co-PEGMM)] films was compared with cr-PAA and cr-PEGMM films crosslinked with 3% ethyleneglycol dimethacrylate (EGDMA). The buccal mucoadhesive force of [P(AA-co-PEGMM)] films increased with increasing content of PEGMM. [P{AA-co-PEGMM (18 mole%)}] films showed a significantly greater mucoadhesiveness than cr-PAA and cr-PEGMM films. The mucoadhesive force measured in normal saline (pH 5.0) was higher than that measured in phosphate buffer (pH 6.8) because of the pH dependence of hydrogels with carboxyl ions within the PAA. Moreover, the mucoadhesive force of [P{AA-co-PEGMM (18 mole%)}] films was at maximum after 2 hr attachment of buccal mocosa and it was maintained over $1\;N/cm^2$ for up to 10 hr. In dissolution studies, the release of butorphanol tartrate from [P(AA-co-PEGMM)] films increased with increasing PEGMM content, and films prepared with 18 mole% PEGMM gave almost zero order release kinetics.

The Converter of High Efficiency 48V 400A for Electronic Exchange (전자교환기용 고효율 48V 400A급 전력변환장치)

  • Park, S.W.;Joun, J.H.;Bae, Y.S.;Suh, K.Y.;Lee, H.W.
    • Proceedings of the KIEE Conference
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    • 1998.11a
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    • pp.125-127
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    • 1998
  • The widely used power supply (Switched Mode Power Supply : SMPS) as a source in order to stabilize direct current for electronics or communication systems has merits, when it is compared to the existing source for stability, such as high efficiency, small size, light weight by means of switching process of the semiconductor device which controls the flow of power. However, due to existence of inductors and capacitors used for charging energy, the source part in electronic or communication systems hasn't reached the speed, that is supposed to get, for achieving smaller size and lighter weight. In order to got smallness in size, it is necessary to increase switching frequency. And that makes devices for measuring energy smaller. Nevertheless, the rise switching frequency brings increases in switching loss, inductor loss, and power loss. Also, the occurrence of surge and noise caused by high frequency switching is setting higher. The resonant converter has been considered as one of methods that give solutions for the problems of SMPS and that method has been paid attention as a source technology in electronics and communication.

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Optimization of Hot Forging Process Using Six Sigma Scheme and Computer Simulation Technology Considering Required Metal Flow Lines (6 시그마 기법과 컴퓨터 시뮬레이션 기술을 이용한 금속 유동선도를 고려한 열간 단조공정의 최적화)

  • Moon H. K.;Moon S. C.;Joun M. S.
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2005.05a
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    • pp.199-202
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    • 2005
  • In this paper, the six sigma scheme is employed together with the rigid-viscoplastic finite element method to obtain the optimal metal flow lines in hot press forging. In general, the six sigma process is consisted of following five steps : define, measure, analyze, improve and control. Each step Is investigated in detail to meet customer's requirements through improvement of product quality. A forging simulator, AFDEX-2D, is used for analysis of the metal flow lines of a multi-stage hot forging process under various conditions of major factors, determined at each step of the six sigma process. The analyzed results are examined in order to reveal the effects of major factors on the metal flow lines and the formed shapes. The effects are used to find an optimal process and the optimal process with die is devised and tested. The comparison between required metal flow lines and experiments shows that the approach is effective for optimal process in hot forging design considering metal flow lines.

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Study on Mechanical Behavior of a Pre-Heat Treated Steel of ESW95 (선조질강 ESW95의 기계적 성질에 관한 연구)

  • Park, J.T.;Eom, J.G.;Kim, J.H.;Youn, D.J.;Joun, M.S.
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2008.05a
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    • pp.439-443
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    • 2008
  • We investigate the mechanical behavior of a pre-heat treated steel of ESW95, which is being used for automotive parts including tie-rods to save manufacturing cost and enhance product quality. SCM435 is also investigated to reveal the characteristics of the pre-heat treated steel tested. AFDEX/MAT is used to extract the true stress-strain curve over the large strain with higher accuracy. It has been found that ESW95 has very week strain-hardening behavior which can be negligible compared with SCM435 and that the initial yield strength is quite high and the toughness of ESW95 reaches nearly 75% of SCM435. ESW95 is characterized by the weak strain-hardening behavior and high yield strength that can be lead to minimization of post-processing including heat treatment and straightening. ESW95 and SCM435 are also compared by applying them to ball-stud forging by computer simulation. It is expected that a great deal of change may take place in production as well as in service if the pre-heated steels are adopted.

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Finite Element Analysis of Mechanical Pre-stressing Processes of Cold Forging Dies (기계식 프레스 압입 방식의 냉간단조용 금형 예압 부과 공정의 유한요소해석)

  • Byun, J.B.;Jyun, Y.J.;Kang, S.M.;Lee, K.H.;Joun, M.S.
    • Transactions of Materials Processing
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    • v.29 no.6
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    • pp.362-369
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    • 2020
  • In this study, elastoplastic finite element analysis with multi-body treatment was used to elucidate the mechanical phenomena occurring from pre-stressing of die-system. A finite element analysis model with detailed conditions is proposed. The effects of die pre-stressing slope on the circumferential components of the pre-stressed die inserts were evaluated. The role of tight fitting between the supporter and die case was also emphasized because it has a significant effect on the undesirable change in the target slope of machined inner surface of the die case around the die insert. The two mechanical problems include the one between die-insert and die case and the other between supporter and die case, and their correlation is minimized to establish the optimum design in the die structural design stage because it cannot be quantitatively controlled owing to various factors affecting the die structural behavior during die pre-stressing.

Finite Element Approach to Prediction of Dimensions of Cold Forgings (유한요소법을 이용한 냉간단조품의 치수 예측)

  • Jun B. Y.;Kang S. M.;Park J. M.;Lee M. C.;Park R. H.;Joun M. S.
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2005.05a
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    • pp.192-198
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    • 2005
  • In this paper, a systematic attempt for estimating geometric dimensions of cold forgings is made by finite element method and a practical approach is presented. In the approach, the forging process is simulated by a rigid-plastic finite element method under the assumption that the die is rigid. With the information obtained from the forging simulation, die structural analysis and springback analysis of the material are carried out. In the springback analysis, both mechanical load and thermal load are considered. The mechanical load Is applied by unloading the forming load elastically and the thermal load is by cooling the increased temperature due to the plastic work to the room temperature. All the results are added to predict the final dimensions of the cold forged product. The predicted dimensions are compared with the experiments. The comparison has revealed that predicted results are acceptable in the application sense.

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Dark-state Color Shift and Gray Scale Inversion in an In-plane Switching Liquid Crystal Display Device

  • Park, Sung Il;Park, Kyoung-Ho;Lee, Joun-Ho;Yoon, Jeong Hwan;Kim, Byeong Koo;Yu, Byeong-Hun;Kim, Ki-Han;Yoon, Tae-Hoon
    • Journal of the Optical Society of Korea
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    • v.16 no.4
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    • pp.409-413
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    • 2012
  • Off-axis color shift in the dark state and gray scale inversion in an in-plane switching (IPS) liquid crystal display (LCD) device were investigated. Analyses were performed using the Poincar$\acute{e}$ sphere representation. The results show that color shift in the dark state and gray scale inversion in an IPS LCD can be reduced by using a biaxial film. We confirmed the extent of these improvements by measuring the optical performance of a fabricated IPS LCD.