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XML based on Clustering Method for personalized Product Category in E-Commerce

  • Lee, Kwon-Soo;Kim, Hoon-Hyun
    • 한국산학기술학회:학술대회논문집
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    • 한국산학기술학회 2003년도 Proceeding
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    • pp.118-126
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    • 2003
  • In data mining, having access to large amount of data sets for the purpose of predictive data does not guarantee good method, even where the size of Real data is Mobile commerce unlimited. In addition to searching expected Goods objects for Users, it becomes necessary to develop a recommendation service based on XML. In this paper, we design the optimized XML Recommender product data. Efficient XML data preprocessing is required, include of formatting, structural, and attribute representation with dependent on User Profile Information. Our goal is to find a relationship among user interested products from E-Commerce and M-Commerce to XDB. Firstly, analyzing user profiles information. In the result creating clusters with analyzed user profile such as with set of sex, age, job. Secondly, it is clustering XML data which are associative products classify from user profile in shopping mall. Thirdly, after composing categories and goods data in which associative objects exist from the first clustering, it represent categories and goods in shopping mall and optimized clustering XML data which are personalized products. The proposed personalized user profile clustering method has been designed and simulated to demonstrate it's efficient.

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속성이 부여된 2차원 엔터티 그룹을 이용한 로터의 3차원 모델 및 도면 생성 (Generation of 3D Model and Drawing of Rotor Using 2D Entity Groups with Attributes)

  • 김영일
    • 한국기계가공학회지
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    • 제18권8호
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    • pp.91-97
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    • 2019
  • A method for generating 3D solid models and drawings for a rotor in the steam turbine is proposed. One of the most important design steps is generating the drawing for manufacturing it. This step is a very routine and time-consuming job because each drawing is composed of several kinds of views and many dimensions. To achieve automation for this activity, rotor profiles are composed of 2D entity groups with attributes. Based on this, the improved design process is developed as follows. First, the rotor profiles can be selected by searching for 2D entity groups using the related attributes. Second, the profiles are connected sequentially so that an entire rotor profile is determined. The completed profile is used to generate 2D drawings automatically, especially views, dimensions, and 3D models. The proposed method is implemented using a commercial CAD/CAM system, Unigraphics, and API functions written in C-language and applied to the rotor of steam turbines. Some illustrative examples are provided to show the effectiveness of the proposed method.

4차 산업혁명 관련 연구 논문 분석 (Analysis of Research Papers Related to the Fourth Industrial Revolution)

  • 조경원;우영운
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2019년도 춘계학술대회
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    • pp.268-270
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    • 2019
  • 본 연구에서는 "4차 산업"과 관련된 논문들의 세부 연구 주제를 파악하기 위하여 논문들을 분석하였다. 이를 위하여 2016년부터 2019년까지 한국학술지인용색인(KCI)에서 "4차 산업"이라는 키워드로 논문을 검색하여 총 685편의 논문을 수집하였으며, 논문 수집을 위해서는 Python 기반의 웹 스크랩핑 프로그램을 사용하였다. 분석 결과, 인공지능, 빅데이터, 사물인터넷, 디지털, 네트워크 등이 상위 주요 기술들로 나타났으며, 산업, 정부, 교육 현장, 일자리 등 4차 산업과 관련한 다양한 분야에서 주요 기술들이 활용되고 있음을 확인할 수 있었다.

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콜센터 고객정보시스템의 이용자 만족도 제고를 위한 실증 연구 (An Empirical Study on Enhancing User Satisfaction of Customer Service Information Systems)

  • 조성호;박광호
    • 한국전자거래학회지
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    • 제18권2호
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    • pp.257-277
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    • 2013
  • 경영정보시스템 분야 및 DeLone and McLean의 정보시스템 성공모형 등에 관한 연구들은 기업 등의 정보시스템 도입 및 이용을 통해 이용자 개인 및 기업 등의 성과에 영향을 미칠 수 있도록 관련 요소가 개발 운영되어야 함을 제시하고 있다. 본 연구의 목적은 콜센터 고객정보 시스템의 이용자 만족도에 영향을 미치는 요인을 탐구함에 있다. 근무환경 및 직무 만족에 관한 선행 연구와 수정된 DeLone and McLean의 정보시스템 성공모형을 이용한 구조방정식 모형을 설정하여 콜센터 상담사원 539명을 대상으로 설문조사를 실시하였다. 본 연구의 결과는 다음과 같다. 첫째, 정보시스템의 세 가지 품질이 근무환경, 직무만족, 이용자 만족도에 영향을 미치는 11개 가설 중 7개 가설이 채택되었으며 둘째, 근무환경은 시스템 품질 및 정보 품질과 이용자 만족도간 부분매개를, 서비스 품질은 완전매개 효과가 있음을 확인하였다. 시사점으로는 향후 정보시스템의 운영 성과가 제고될 수 있도록 이용자의 좋은 근무환경 구축 및 개선이 필요함을 제시하였다.

패션진로교육 프로그램이 중학생의 진로자기효능감 향상에 미치는 효과 연구: 패션에 관심 있는 학생을 중심으로 (A study on the effects of Fashion career educational program for improving the career self-efficacy of middle school students: In case of students who are interested in Fashion)

  • 위은하
    • 한국가정과교육학회지
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    • 제30권1호
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    • pp.1-13
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    • 2018
  • 본 연구는 자유학년용 패션관련 진로프로그램을 개발하고, 개발된 패션관련 프로그램 실시를 통해 중학생들의 진로자아효능감이 향상되는지 알아보는데 그 목적이 있었다. 본 연구목적을 위해 세 곳의 중학교에서 개발된 프로그램을 실시하면서 그 효과를 검증하였다. 그 결과를 요약하면 다음과 같다. 먼저, 패션관련 활동과 탐색활동으로 구성된 10차시분량의 패션진로교육프로그램의 교수 학습 과정안과 활동보조자료가 개발되었다. 중학교 자율학년 운영자료로 도움이 될 것이다. 둘째, 패션진로교육프로그램은 중학생의 진로자기효능감 향상에 긍정적인 효과가 있는 것으로 나타났다. 과제해결을 통한 성취경험과 롤모델의 수행성공을 통한 대리경험, 성공한 자신의 경험의 되돌아봄, 앞으로도 잘 할 수 있다는 지도교사와 친구들의 긍정적 상호작용이 진로자기 효능감에 긍정적 변화를 가져왔다. 셋째, 본 프로그램은 진로자기효능감의 하위영역인 진로탐색효능감, 진로결정효능감, 진로수행효능감 향상에도 긍정적인 효과가 있는 것으로 나타났다. 패션과 관련된 실습활동과 탐색활동을 하면서 자신의 이해와 탐색, 직업의 정보의 수집활동, 문제해결, 계획수립 등을 통해 자신의 진로에 대해 계획하고 준비하는 자신감이 생겼기 때문으로 사료된다.

패션전공 대학생의 전공인식과 진로결정 자기효능감이 진로미결정에 미치는 영향 - 경기권 2년제 대학생을 중심으로 - (The Effect of Understanding their Major and Career Self-Efficacy on Career Indecision for College Students majoring in Fashion - Focus on the Community College Students in Gyeongido -)

  • 홍성순
    • 패션비즈니스
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    • 제16권5호
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    • pp.39-56
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    • 2012
  • The purpose of this study was to examine in influence on the effect of understanding their major and career self-efficacy on career indecision of the community college students majoring in fashion and is intended to provide useful resources on career education and guidance of students through this research. In order to achieve the objective of study, 349 college students in Gyeonggido were selected for the questionnaires for the understanding major, career self-efficacy, and career indecisions survey. The survey data was analyzed using the statistical program SPSS 12.0 and this was followed by the descriptive statistics, factor analysis, and hierarchical regression analysis. The results were as follows; First, career indecision factors of the college students majoring in fashion were extracted 5 valuables that were 'insufficiencies vocational information', 'an undeceivable character', 'the lack of self well-defined', 'the lack of needs for job' and 'external barrier for the career'. Second, the subordinate valuables of understanding major which is 'social cognition for the major', 'satisfaction on the major course', and 'satisfaction on the major skill', had positive effect on career self-efficacy. Third, understanding of major and the subordinate valuables of career self-efficacy which is 'making goal for the career', 'career information', 'career plan for the future', 'alternative searching', and 'overcoming difficulties' had negative effect on career indecision. Forth, understanding major and career self-efficacy had medicated in career indecision.

노마드적 관점에서 본 전통 정자의 평면구성에 관한 연구 - 안동하회마을 내의 정자를 중심으로 - (A Study on the Potential for Korean Traditional Pavilion from the Perspective of Nomad - Focused on Korean Traditional Pavilion in Andong Hahoe Folk Village -)

  • 조정화;김개천
    • 한국실내디자인학회논문집
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    • 제19권6호
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    • pp.59-66
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    • 2010
  • The purpose of this study is to examine how the perception of lives and studies in the Joseon Dynasty period, and the concept of its sculptures can be reflected in Korean traditional pavilion place, from the perspective of Nomadism as a western philosophy of this era. Nomadism literally refers to way of life of peoples who do not live continually in the same place but move cyclically searching for temporary centres whose stability depends on the availability of food and water supply or pastures for their livestock. In recent years, the term encompasses three general types: job nomads, digital nomads and ubi-nomads, which represent distinct features of modern society. Its concept implies looking for the new creative possibility through the liberation of desire and the breakaway to another thinking through continuous formation and transformation. Likewise, Korean traditional pavilion is the architecture to take a quick rest while walking in the mountains. This open place thus connects surroundings with people who are allowed to assimilate with nature as well as train their mind by following the law of nature, in order to finally reach the celestial state of mind. Knowing how to see, enjoy and appreciate the arts very close to nature, our ancestors were able to learn aesthetic activities. After recognizing Korean traditional pavilion as the potential place of unification of heaven and men which is Korean scholor's lifestyle and outlook on the world, this study accordingly will identify the value and meaning of Korean traditional architecture according to Nomadism in the occidental point of view.

Programmatic Sequence for the Automatic Adjustment of Double Relaxation Oscillation SQUID Sensors

  • Kim, Kiwoong;Lee, Yong-Ho;Hyukchan Kwon;Kim, Jin-Mok;Kang, Chan-Seok;Kim, In-Seon;Park, Yong-Ki
    • Progress in Superconductivity
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    • 제4권1호
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    • pp.42-47
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    • 2002
  • Measuring magnetic fields with a SQUID sensor always requires preliminary adjustments such as optimum bas current determination and flux-locking point search. A conventional magnetoencephalography (MEG) system consists of several dozens of sensors and we should condition each sensor one by one for an experiment. This timeconsuming job is not only cumbersome but also impractical for the common use in hospital. We had developed a serial port communication protocol between SQUID sensor controllers and a personal computer in order to control the sensors. However, theserial-bus-based control is too slow for adjusting all the sensors with a sufficient accuracy in a reasonable time. In this work, we introduce programmatic control sequence that saves the number of the control pulse arrays. The sequence separates into two stages. The first stage is a function for searching flux-locking points of the sensors and the other stage is for determining the optimum bias current that operates a sensor in a minimum noise level Generally, the optimum bias current for a SQUID sensor depends on the manufactured structure, so that it will not easily change about. Therefore, we can reduce the time for the optimum bias current determination by using the saved values that have been measured once by the second stage sequence. Applying the first stage sequence to a practical use, it has taken about 2-3 minutes to perform the flux-locking for our 37-channel SQUID magnetometer system.

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국내(國內) 의류업계(依類業界) 머천다이저의 상품구성(商品構成) 업무(業務)에 관(關)한 연구(硏究) (A Study on the Merchandise Mix Aspect in the Job of Korean Fashion Merchandisers)

  • 원선혜;정성지
    • 패션비즈니스
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    • 제8권2호
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    • pp.91-101
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    • 2004
  • This research classified fashion merchandisers into different categories depending on the type of companies they worked for and inquired into their line of work. In so doing, the authors attempted to outline the work for merchandise mix performed by each type of merchandiser and provide some raw data, which can be utilized to enhance their work efficiency. The evaluation tool used for this study was the questionnaire made on the basis of preceding studies, literature, and trade journals, which was then modified through one on one interviews with fashion merchandisers. The questionnaire contained 15 questions about merchandise mix. For data analysis, SPSS Package Program was used to conduct frequency analysis, ANOVA, and Tukey's test. The findings are as follows 1. National brand merchandisers spent most time on merchandise planning, then department store buyers, followed by imported brand merchandisers, and lastly buying office merchandisers. 2. In merchandise planning, National brand merchandisers did more work overall compared to other merchandisers. In production planning, buying office merchandisers spent more time than any others on searching for new suppliers and decision-making. 3. Production planning took up a greater portion of their work for National brand merchandisers and buying office merchandisers compared to department store buyers and imported brand merchandisers. 4. Imported brand merchandisers spent more time on purchase planning and actual purchase compared to any others.

나무를 메타포로 하는 증강현실 기반 일상다이어리 어플리케이션 기획 및 설계 (Diary Application Design Based Augmented Reality Using Tree(metaphor))

  • 김유빈;노종희;이예원;이효정;박정규;박수이
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2017년도 추계학술대회
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    • pp.201-204
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    • 2017
  • 본 논문에서는 증강현실 기반 일상다이어리 어플리케이션 서비스를 기획하였다. 제안하는 어플리케이션을 통하여 사용자는 시간이 흐른 뒤에도 변함없이 기록들을 다시 열람함으로써 추억을 회상할 수 있다. 이에 우리는 실제 생활하는 특정 공간에 자신의 감정을 기록할 수 있는 가상 나무를 심고, 해당 나무에 기록을 남기면서 생각을 정리할 수 있다. 본 논문에서는 나무를 메타포로 설정하여 공간의 축을 고정시키고 시간의 흐름을 더욱 부각시킴으로서 기억이 일상 공간에 뿌리내리듯 공간의 확립성을 부여하였다.

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