• Title/Summary/Keyword: making techniques

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Bayesian network based Music Recommendation System considering Multi-Criteria Decision Making (다기준 의사결정 방법을 고려한 베이지안 네트워크 기반 음악 추천 시스템)

  • Kim, Nam-Kuk;Lee, Sang-Yong
    • Journal of Digital Convergence
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    • v.11 no.3
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    • pp.345-352
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    • 2013
  • The demand and production for mobile music increases as the number of smart phone users increase. Thus, the standard of selection of a user's preferred music has gotten more diverse and complicated as the range of popular music has gotten wider. Research to find intelligent techniques to ingeniously recommend music on user preferences under mobile environment is actively being conducted. However, existing music recommendation systems do not consider and reflect users' preferences due to recommendations simply employing users' listening log. This paper suggests a personalized music-recommending system that well reflects users' preferences. Using AHP, it is possible to identify the musical preferences of every user. The user feedback based on the Bayesian network was applied to reflect continuous user's preference. The experiment was carried out among 12 participants (four groups with three persons for each group), resulting in a 87.5% satisfaction level.

The Slope Extraction and Compensation Based on Adaptive Edge Enhancement to Extract Scene Text Region (장면 텍스트 영역 추출을 위한 적응적 에지 강화 기반의 기울기 검출 및 보정)

  • Back, Jaegyung;Jang, Jaehyuk;Seo, Yeong Geon
    • Journal of Digital Contents Society
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    • v.18 no.4
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    • pp.777-785
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    • 2017
  • In the modern real world, we can extract and recognize some texts to get a lot of information from the scene containing them, so the techniques for extracting and recognizing text areas from a scene are constantly evolving. They can be largely divided into texture-based method, connected component method, and mixture of both. Texture-based method finds and extracts text based on the fact that text and others have different values such as image color and brightness. Connected component method is determined by using the geometrical properties after making similar pixels adjacent to each pixel to the connection element. In this paper, we propose a method to adaptively change to improve the accuracy of text region extraction, detect and correct the slope of the image using edge and image segmentation. The method only extracts the exact area containing the text by correcting the slope of the image, so that the extracting rate is 15% more accurate than MSER and 10% more accurate than EEMSER.

Contemporary fashion design using Chinese ink technique based on Chi-Yun-Sheng-Tung (기운생동(氣韻生動)의 개념을 통해 본 수묵 기법의 패션 디자인)

  • Kim, Ji Young
    • The Research Journal of the Costume Culture
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    • v.24 no.4
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    • pp.441-456
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    • 2016
  • This study considers the modern expression of oriental esthetics by analyzing the fashion design with the Chinese ink technique based on the concept of Chi-Yun-Sheng-Tung, which was regarded as the best rule of art creation in oriental history. This study was performed by conducting a literature review of related books and advanced studies, and then, collection analysis was done with photos derived from fashion websites (seoulfashionweek.org, chinafashionweek.org, vogue.com, firstview. com) from 2010 S/S to 2016 S/S. A total of 317 fashion photos of designs created using the Chinese ink technique by Korean designers at Seoul Fashion Week and Chinese designers at China Fashion Week were analyzed. The contemporary fashions created with the Chinese ink technique were characterized by, first, the bold brush strokes and natural spreading effects of Chinese ink, second, the emphasis of empty space by taking essential elements, and third, the coexistence of deep Chinese ink colors with modern primary colors. The formativeness of the contemporary fashions created with Chinese ink technique based on Chi-Yun-Sheng-Tung were as follows: first, temperance, pursuing spiritual and minimal expression, second, empty space, making design elements interact and pursue harmony, third, changeable rhythm, symbolizing the growth and variation revealing the power of life, and fourth, vitality, represented in the rhythmical movement of the brush. This study was based on the oriental esthetics inherent in Chi-Yun-Sheng-Tung, and it attempted to analyze contemporary fashion design. The aim was to show the possibility of modern applications to traditional values, and it can be a meaningful case in design planning based on culture.

A Study on the Framework of Decision Making on the Facility Investment of Production Automation Using CYCLONE Techniques (사이클론 기법 기반 생산자동화의 설비투자 의사결정 Framework에 관한 연구)

  • Jeong, Hyeon-ki;Lee, Dong-soo;Bae, Jeong-hoon;Shin, Sung-chul;Kim, Soo-young;Lee, Jae-chul;Jeong, Bo-yong
    • Journal of the Society of Naval Architects of Korea
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    • v.53 no.5
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    • pp.420-427
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    • 2016
  • The marine equipment companies expanding facility investment in accordance with the booming economy are suffering from the reduced demand and the growth of chinese businesses. In this regard, the risk of overinvestment and the importance of prudent equipment investment must be reconsidered. Thus, in this study we performed a productivity and economical efficiency analysis in order to evaluate the investment value on production facilities in a company under the present conditions. The freezer of a fishing vessel manufactured by N company is selected as the subject of our study, while the assembly and welding cooling plates are configured as the scope of automation. Analysis on productivity and economical efficiency was conducted through CYCLONE (Cyclic Operation Network) simulation and economic analysis methods after analyzing the production process of freezer. The proposed analytical technique can be used to support the investment decision in production automation equipment of fishing vessels freezer.

Hull-form optimization of KSUEZMAX to enhance resistance performance

  • Park, Jong-Heon;Choi, Jung-Eun;Chun, Ho-Hwan
    • International Journal of Naval Architecture and Ocean Engineering
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    • v.7 no.1
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    • pp.100-114
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    • 2015
  • This paper deploys optimization techniques to obtain the optimum hull form of KSUEZMAX at the conditions of full-load draft and design speed. The processes have been carried out using a RaPID-HOP program. The bow and the stern hull-forms are optimized separately without altering neither, and the resulting versions of the two are then combined. Objective functions are the minimum values of wave-making and viscous pressure resistance coefficients for the bow and stern. Parametric modification functions for the bow hull-form variation are SAC shape, section shape (U-V type, DLWL type), bulb shape (bulb height and size); and those for the stern are SAC and section shape (U-V type, DLWL type). WAVIS version 1.3 code is used for the potential and the viscous-flow solver. Prior to the optimization, a parametric study has been conducted to observe the effects of design parameters on the objective functions. SQP has been applied for the optimization algorithm. The model tests have been conducted at a towing tank to evaluate the resistance performance of the optimized hull-form. It has been noted that the optimized hull-form brings 2.4% and 6.8% reduction in total and residual resistance coefficients compared to those of the original hull-form. The propulsive efficiency increases by 2.0% and the delivered power is reduced 3.7%, whereas the propeller rotating speed increases slightly by 0.41 rpm.

A Study on the Economic Analysis of Box Mechanical Behavior Materials Using LCC Techniques (LCC를 고려한 BOX구조물 뒷채움 재료의 경제성 분석에 관한 연구)

  • Lee, Sang-Hee;Kim, Soo-Yong;Park, Young-Min
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • 2008.11a
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    • pp.855-858
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    • 2008
  • The lightweight bubble mixture soil are lightweight soft ground rear, which is used with the material filling. However, comparing with the general soil, it is not valuably useful from domestic. The utilization of the general soil which initial public corporation holds mainly few. The overlay method of general soil decreasing the number of layers increases according to use research study. From the research which consequently, BOX mechanical behavior materials rear executed LCC analyses the general soil which is a material filling and lightweight bubble mixture soil, discussed two kind alternatives and presents the analysis will be able to support the decision-making which is rational from the economics. The expense, which results from the resultant of lightweight bubble mixture soil maintenance, was fewer and was then analyzed with the fact that, will be able to secure an economical efficiency within 6 years.

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Comparison Study of Web Application Development Environments in Smartphone (스마트폰 상에서의 웹 응용프로그램 개발 환경 비교)

  • Lee, Go-Eun;Lee, Jong-Woo
    • The Journal of the Korea Contents Association
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    • v.10 no.12
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    • pp.155-163
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    • 2010
  • Due to the complex registration & downloading process of the native applications, and, software and their non-standardized APIs, mobile web application is now being an alternative software for smartphones. Hybrid web application, one of the types of mobile software, because develop and has reasonable performance by using the webkit engined in smartphones. It can be easily developed by using the exiting programming skill such as HTML, JavaScript and CSS. Additionally these programming techniques can be easily used in any smartphone regardless of its platforms. Most smartphones have a webkit engine or web rending engine for high performance and smooth display in web browser. Webkit is now equipped in iPhone and Android phone. In this paper, we try to find out by comparison that the various aspects of webkit APIs of iPhone & Android phone, such as screen font size, screen orientation, touch event, gesture event and their performance. We also evaluated which one is more convenient for developers when making web programs using webkit. As a result, we found out that webkit in iPhone has more excellent performance than Android.

Number of Ratings and Performance in Collaborative Filtering-based Product Recommendation (협업 필터링 기반 상품 추천에서의 평가 횟수와 성능)

  • Lee Hong-Joo;Park Sung-Joo;Kim Jong-Woo
    • Journal of the Korean Operations Research and Management Science Society
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    • v.31 no.2
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    • pp.27-39
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    • 2006
  • The Collaborative Filtering (CF) is one of the popular techniques for personalization in e-commerce storefronts. For CF-based recommendation, every customer needs to provide subjective evaluation ratings for some products based on his/her preference. Also, if an e-commerce site recommends a new product, some customers should rate it. However, there is no in-depth investigation on the impacts on recommendation performance of two number of ratings, i.e. the number of ratings of an individual customer and the number of ratings of an item, even though these are important factors to determine performance of CF methods. In this study, using publicly available EachMovie data set, we empirically investigate the relationships between the two number of ratings and the performance of CF. For the purpose, three analyses were executed. The first and second analyses were performed to investigate the relationship between the number of ratings of a particular customer and the recommendation performance of CF. In the third analysis, we investigate the relationship between the number of ratings on a particular item and the recommendation performance of CF. From these experiments, we can find that there are thresholds in terms of the number of ratings below which the recommendation performances increase monotonically. That is, the number of ratings of a customer and the number of ratings on an item are critical to the recommendation performance of CF when the number of ratings is less than the thresholds, but the value of the ratings decreases after the numbers of ratings pass the thresholds. The results of the experiments provide insight to making operational decisions concerning collaborative filtering in practice.

Synthesis of Cu-coated Ni-based Bulk Metallic Glass Powders by Gas Atomization and Spray Drying Process

  • Kim, Byoung-Kee;Kim, Yong-Jin;Kim, Jin-Chun
    • Proceedings of the Korean Powder Metallurgy Institute Conference
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    • 2006.09b
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    • pp.936-936
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    • 2006
  • Bulk amorphous materials have been intensively studied to apply for various advanced industry fields due to their high mechanical, chemical and electrical properties. These materials have been produced by several techniques such as mechanical alloying, melt spinning and gas atomization, etc. Among them, the atomization is the most potential technique for commercialization due to high cooling rate during solidification of the melt and mass productivity. However, the amorphous powders still have some limitations because of their low ductility and toughness. Therefore, intensive efforts have to be carried out to increase the ductility and toughness. In this study, the Ni-based amorphous powder was produced by the gas atomization process. And in order to increase the ductile toughness, ductile Cu phase was coated on the Ni amorphous powder by spray drying process. The characteristics of the as-synthesis powders have been examined and briefly mentioned. The master alloy with $Ni_{57}Zr_{20}Ti_{16}Si_2Sn_3$ was prepared by vacuum induction melting furnace with graphite crucible and mold. The atomization was conducted at $1450^{\circ}C$ under the vacuum of $10^{-2}$ torr. The gas pressure during atomization was varied from 35 to 50 bars. After making the Ni amorphous powders, the spray drying was processed to produce the Cu -coated Ni amorphous composite powder. The amorphous powder and Cu nitrate solution were mixed together with a small amount of binder and then it was sprayed at temperature of $130^{\circ}C$ and rotating speed of 15,000 R.P.M.

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The First Psychiatric Interview and Understanding of Psychodynamics; An Experience of Resident Education (첫 면접(面接)과 환자심리역동(患者心理力動)의 이해(理解) -전공의(專攻醫) 교육(敎育) 경험(經驗)-)

  • Cho, Doo-Young;Rhi, Bou-Yong;Kim, Zoung-Soul;Kim, Yong-Sik;Cho, Maeng-Jae;Lyoo, In-Kyoon
    • Korean Journal of Psychosomatic Medicine
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    • v.5 no.1
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    • pp.12-30
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    • 1997
  • The psychiatric interview is not a random or arbitrary meeting between doctor and patient. It is a systematic attempt to understand the relationship of psychopathology to emotional conflicts in patient, and interviewing is an in rather than a science, a skill that can be acquired but probably not taught. The faculty of the Seoul National University Hospital, Department of Psychiatry, have been providing 12 sessions of seminar on Psychiatric Interview and Psychopathology every year for the first year residents for the past 15 years. The authors presented three cases materials with their understandings of psychopathology and psychodynamics, each of which the authors had performed live interviews for 50 minutes in front of the residents. Those are a young male with conversion disorder whose chief complaints was motor aphasia, a young college girl with paranoid schizophrenia whose chief complaints were persecutory and erotic delusions with auditory hallucination, and a climacteric female in delusional disorder who had a delusion of infidelity. The most frequent questions the residents raised after the presentations were on the significances of the first interview, danger of making the diagnoses with short interviews, and methodology of questionings and not-questionings. In reply the authors discussed the importance of understandings of psychopathology and psychodynamics, the flexibility of the techniques of interviewing, and priority-related matters in which the understanding of psychodynamics proceed to the diagnoses.

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