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

  • Lee, Kwon-Soo;Kim, Hoon-Hyun
    • Proceedings of the KAIS Fall Conference
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    • 2003.11a
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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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Generation of 3D Model and Drawing of Rotor Using 2D Entity Groups with Attributes (속성이 부여된 2차원 엔터티 그룹을 이용한 로터의 3차원 모델 및 도면 생성)

  • Kim, Yeoung-Il
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.18 no.8
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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.

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

  • Cho, Kyoung Won;Woo, Young Woon
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2019.05a
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    • pp.268-270
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    • 2019
  • In this paper, we analyzed the papers related to the "4th Industry". In order to analyze the papers, total of 685 papers were collected by searching with the keyword "4th industry" in Korea Journal Index(KCI) from 2016 to 2019. We used Python-based web scraping program to collect papers. As a result of analysis, it was confirmed that artificial intelligence, big data, Internet of things(IoT), digital, network and so on have emerged as the major technologies, and it was confirmed that research has been utilizing the major technologies in various fields related to the 4th industry such as industry, government, education field, and job.

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

  • Cho, Seong-Ho;Park, Kwang-Ho
    • The Journal of Society for e-Business Studies
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    • v.18 no.2
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    • pp.257-277
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    • 2013
  • Those studies in the field of Management Information Systems and the Success Model of the DeLone and McLean's Information Systems suggest that some factors related to information systems should be developed and operated to affect the performance of the user's personal and companies through the introduction and use of corporate information systems. The purpose of this study is put on searching for some factors which impact on user satisfaction about the customer information management systems of call center. We did conduct on a survey of 539 people who are working as a call center counseling employees as setting up a structural equation model which reflects previous research on working environment and job satisfaction, and modified DeLone and McLean's information system success model. The results of this study are as follows. First, seven of the eleven hypotheses that three quality of the information systems might be affecting working environment, job satisfaction, user satisfaction were adopted Second, we confirmed that the working environment works as a the partial mediation and the quality of services works as a fully mediation between system/information quality and users' satisfaction. The implications of this study are that it is necessary not only to make a good working environment but also to keep improving it in order to boost the operational performance of information systems in the future.

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 (패션진로교육 프로그램이 중학생의 진로자기효능감 향상에 미치는 효과 연구: 패션에 관심 있는 학생을 중심으로)

  • Wee, Eun Hah
    • Journal of Korean Home Economics Education Association
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    • v.30 no.1
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    • pp.1-13
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    • 2018
  • The purpose of this study is to investigate the improvement of career self-efficacy of middle school students through the fashion career educational program designed for Free-semester. For the purpose of this study, three middle schools were implemented and their effects were verified. First, the fashion career educational program was designed based on subordinate elements of career education: job information searching, self-understanding and exploration, career-planning, and problem-solving. The results of this study were as follows: First, the fashion career education program has positive effects on the improvement of career self-efficacy of middle school students. The positive experiences of accomplishment through task solving, the role experience of successful role model, the return of successful experience, and the positive interactions of teachers and friends that can be done in the future have brought positive changes to career self-efficacy. Second, this program has positive effects on the career self-efficacy sub-factors, which are career exploration efficacy, career decision making efficacy, and career-performing efficacy. As a result of practicing and exploring activities related to fashion, It seems to be due to the self - confidence of planning and preparing their own career through their self-understanding and exploration, collecting information of job, problem solving, career planning, etc.

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 - (패션전공 대학생의 전공인식과 진로결정 자기효능감이 진로미결정에 미치는 영향 - 경기권 2년제 대학생을 중심으로 -)

  • Hong, Sungsun
    • Journal of Fashion Business
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    • v.16 no.5
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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.

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

  • Jo, Jung-Hwa;Kim, Kai-Chun
    • Korean Institute of Interior Design Journal
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    • v.19 no.6
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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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    • v.4 no.1
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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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A Study on the Merchandise Mix Aspect in the Job of Korean Fashion Merchandisers (국내(國內) 의류업계(依類業界) 머천다이저의 상품구성(商品構成) 업무(業務)에 관(關)한 연구(硏究))

  • Won, Sun-Hae;Chung, Sung-Jee
    • Journal of Fashion Business
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    • v.8 no.2
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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.

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

  • Kim, Yoo-bin;Roh, Jong-hee;Lee, Ye-Won;Lee, Hyo-Jeong;Park, Jung Kyu;Park, Su e
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2017.10a
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    • pp.201-204
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    • 2017
  • People live in their everyday life busy with studies, part-time jobs, and searching for an ideal job. In their busy routine, they try to find time for themselves and expose their emotions through diverse social network services(SNS). We made a service that we can plant a virtual tree in places we daily visit and go by. You can keep note on the virtual tree and look through the past records. It is a reality based mobile application service that can be used like a diary.In this project we chose the tree as the metaphor and tried to express time passing in a specific place. As our memory is a part of our daily life, we emphasized the meaning of space important.

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