• Title/Summary/Keyword: Items Generation

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Efficient Quantitative Association Rules with Parallel Processing (병렬처리를 이용한 효율적인 수량 연관규칙)

  • Lee, Hye-Jung;Hong, Min;Park, Doo-Soon
    • Journal of Korea Multimedia Society
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    • v.10 no.8
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    • pp.945-957
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    • 2007
  • Quantitative association rules apply a binary association to the data which have the relatively strong quantitative attributions in a large database system. When a domain range of quantitative data which involve the significant meanings for the association is too broad, a domain requires to be divided into a proper interval which satisfies the minimum support for the generation of large interval items. The reliability of formulated rules is enormously influenced by the generation of large interval items. Therefore, this paper proposes a new method to efficiently generate the large interval items. The proposed method does not lose any meaningful intervals compared to other existing methods, provides the accurate large interval items which are close to the minimum support, and minimizes the loss of characteristics of data. In addition, since our method merges data where the frequency of data is high enough, it provides the fast run time compared with other methods for the broad quantitative domain. To verify the superiority of proposed method, the real national census data are used for the performance analysis and a Clunix HPC system is used for the parallel processing.

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Application of Evaluation Criteria for Web sites to Sexuality Education (인터넷상의 성교육 사이트 평가기준의 적용)

  • Kang, Nam-Mi;Hyun, Tai-Sun;Lee, Pil-Ryang;Kim, Jin
    • Women's Health Nursing
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    • v.7 no.3
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    • pp.373-381
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    • 2001
  • Web sites on the internet are excellent resources for the younger generation to gain information related to sexuality education. The potential benefits of the information of sexuality education on web sites are obvious. But the information of sexuality education on web sites could also result in potentially negative effects. Yet the quality of the information of sexuality education on web sites is variable and difficult to assess. There is no rating criteria for quality assessment of the information on web sites. The rating criteria for quality assessment of information of sexuality education were investigated and reviewed. Among the criteria, best 15 items to evaluate the information of sexuality education on web sites were selected and identified in this study. 15 items were categorized to reliability ( 3 items ), content ( 6 items ), goal ( 2 items ), design & technology ( 4 items ). This 15-items questionnaires is considered as commonly implementable criteria for the information of sexuality education on web sites in Korean. 20 web sites related to sexualtiy education were evaluated and the results were discussed.

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A Case Study of Information System Auditing of CBD Project (CBD프로젝트의 정보시스템감리 사례연구)

  • 조남재;박기호;전순천;박준호
    • Journal of Information Technology Applications and Management
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    • v.11 no.2
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    • pp.167-178
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    • 2004
  • Different from traditional development methodologies like waterfall model, the CBD (component based development) methodology relies on a building block approach in the design and development of information system. The audit procedure and checklist for the traditional IS development methodology are required to be modified to be suitable for CBD. This research reviewed IS audit guidelines for the existing development process and analyzed multiple projects that employed the by component based development process. For the purpose of this study, we chose a governmental project and a next-generation IS project of a financial agency as sample cases. By comparing existing IS audit checklists and items actually reviewed in audit projects, this study identified appropriate check items for the CBD-centric audit program. New items were proposed as additional items such as project control in management phase, usage case and conceptual model establishment, component evaluation and design, in implementation phase, and so forth. The result of the research provides new guidelines for the audit CBD projects for the purposed of increased efficiency and qualify of application development projects.

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A Novel Approach for Mining High-Utility Sequential Patterns in Sequence Databases

  • Ahmed, Chowdhury Farhan;Tanbeer, Syed Khairuzzaman;Jeong, Byeong-Soo
    • ETRI Journal
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    • v.32 no.5
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    • pp.676-686
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    • 2010
  • Mining sequential patterns is an important research issue in data mining and knowledge discovery with broad applications. However, the existing sequential pattern mining approaches consider only binary frequency values of items in sequences and equal importance/significance values of distinct items. Therefore, they are not applicable to actually represent many real-world scenarios. In this paper, we propose a novel framework for mining high-utility sequential patterns for more real-life applicable information extraction from sequence databases with non-binary frequency values of items in sequences and different importance/significance values for distinct items. Moreover, for mining high-utility sequential patterns, we propose two new algorithms: UtilityLevel is a high-utility sequential pattern mining with a level-wise candidate generation approach, and UtilitySpan is a high-utility sequential pattern mining with a pattern growth approach. Extensive performance analyses show that our algorithms are very efficient and scalable for mining high-utility sequential patterns.

A process of developing experimental Korean image fashion items focused on jeans and T-shirts (한국의 이미지를 이용한 의류상품개발 모델의 연구 -청바지와 티셔츠를 중심으로-)

  • 이영미;이상은
    • Journal of the Korea Fashion and Costume Design Association
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    • v.5 no.3
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    • pp.49-61
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    • 2003
  • This study is a process of developing experimental Korean image fashion items that can appeal to the younger generation. The sample models are focused on jeans and T-shirts. This project had two goals. First, giving chance to the students of Konkuk-University of producing fashion items adopting Korean image in university venture company. Second, contributing to Korean image fashion market if the items have been proved to have competitive power through the market of Konkuk-University and it's cooperated company. The research is restricted within ornament techniques of Korean traditional dress and its ornament's element, they are patchwork wrapping-cloth(Chokakbo), embroidery, gold and silver foil on cloths, and transcription. Such Korean image elements are graphic patterned as 30 jeans and 50 T-shirts and eventually evaluated by 100 university students majoring in garments. The evaluation scale contains repletion of Korean image, possibility of market, and preference. Through this process, 6 jeans and 7 T-shirts were produced.

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Development of Premium Denim Design for the Senior Generation - Hybrid Yarn Using Conjugated Dyeing - (시니어 세대를 위한 프리미엄 데님 디자인 개발 - 하이브리드 얀 커버링 복합사 직물을 활용하여 -)

  • Chung, Sam-Ho
    • Journal of the Korea Fashion and Costume Design Association
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    • v.13 no.1
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    • pp.47-57
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    • 2011
  • As the development of denim products using new differentiated materials plays an important role regardless of their target age groups, there is an increasing need for the development of premium denim designs for senior women using various materials. As part of the strategy to develop such a design for the senior generation, a market survey was performed regarding commercially available premium denim products in the market, and the current trends in the denim market were researched and analyzed to make use of the results in design development. In addition, a differentiated material, hybrid yarn using conjugated dyeing (HYCD) was applied to use several washing techniques capable of highlighting the unique features of denim clothing. The design of four items including a jacket, vest, capri pants and long pants were suggested. These items were differentiated from other products by emphasizing their details such as stitching and pockets. In light of the current consumer trend to select denim jeans on the basis of their fashion-ability (e.g., silhouette or color) rather than practicality or price, it is considered meaningful to develop high value added, premium jean products for the senior generation using diverse materials and details. At the same time, performing further studies designed to demonstrate the stability and reliability of the developed products through consumers' comparative assessment is required.

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A Study on Changes in Body Shape of MZ Generation (2030s) Women for Clothing Construction - Focused on the 7th and 8th Size Korea's Anthropometric Data - (의복설계를 위한 MZ세대(2030대) 여성의 체형 변화 연구 - 제 7차, 제 8차 사이즈코리아 직접 측정치를 기준으로 -)

  • Kim, Eun-Kyong;Kim, Ji-Eun
    • Journal of the Korea Fashion and Costume Design Association
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    • v.24 no.3
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    • pp.111-125
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    • 2022
  • Recently, the MZ generation has been leading overall fashion trends, and fashion companies focus on design, marketing, and new products targeting the MZ generation. However, it is expected that a fit problem may occur if the M and Z generations are combined when producing clothing. Therefore, this study aims to analyze the differences between the two groups by comparing the body size according to the classification of the M and Z generations. In addition, this study analyzes whether the body shape of the MZ generation is different from the past generations and analyzes major changes in body size for clothing manufacturing through graphical visualization. As for the research method, a t-test was conducted to verify the significant difference between the measurements for each age group. Generation M was defined as those who are 27-39 years old, and Generation Z was defined as those who are 20-26 years old. In order to examine the changes in body measurements according to the measurement year, the 7th Size Korea and 8th Size Korea data were analyzed. In order to examine the visual changes according to the measurement year and age group, major measurements of clothing construction were analyzed. As a result, it was found that Generation M had a significantly higher height item than Generation Z. Also, in terms of circumference, width, and thickness, Generation M was larger than Generation Z. But the size of the bra cup was larger in Generation Z than Generation M. As a result of analyzing the body size changes, in the height item, the 8th Size Korea measurements were found to be significantly higher in shoulder height and navel level waist height. In the length and circumference items, the 8th Size Korea measurements were larger than the 7th. In the width, thickness, and other items, the 8th measurements were larger than the 7th.

Development of a Coping Scale for Emergency Situations with Elementary School Students (학령기 아동의 응급상황에 대한 대처 측정도구 개발)

  • Kim, Shin-Jeong;Lee, Jung-Eun;Kang, Kyung-Ah;Song, Mi-Kyung;Lee, Sook-Kyung;Kim, Sung-Hee
    • Child Health Nursing Research
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    • v.15 no.3
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    • pp.271-281
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    • 2009
  • Purpose: This study was conducted to develop an instrument to measure coping in emergency situations. Methods: The process included construction of a conceptual framework, generation 60 primary items, verification of construct validity and extraction of final items. The.60 preliminary items were reviewed for content validity by seven experts and were tested to evaluate inter-item correlation coefficient by three groups of elementary school students. From November 1 to December 10, 2008, data were collected from 920 elementary school students according to residential characters (major city, small town, rural area). Item analysis, factor analysis with rotation Varimax and Cronbach's alpha were used to analyze the data. Results: 1) There were 45 items in the final instrument categorized into 8 factors. 2) The factors were labeled as "Call for help and check" (8 items), "Care for common symptoms" (6 items), "Appropriate response for the situation" (5 items), "Evacuation" (6 items), "Care for tissue damage" (8 items), "Care for injury by heat, cold or foreign body" (6 items), "Offer help" (4 items) and "Rescue & escape" (2 items). 3) Cumulative percent of variance was 53.10% and eigen values ranged from 1.04 to 13.38. 4) Cronbach's alpha for the total was .943 and ranged from .527 to .869. Conclusion: Validity and reliability of the scale are confirmed in this study showing its utility for measuring coping in emergency situations with elementary school students. Utilization of the scale will also contribute to designing appropriate coping education programs for elementary school students.

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A Comparison of Korean Traditional Child-rearing Practices between Generations of Young Mothers and Grandmothers (일 지역 어머니 세대와 할머니 세대의 전통 육아방식 비교)

  • Han, Seung-Hee;Kwon, In-Soo;Lee, Soo-Yeon
    • Child Health Nursing Research
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    • v.12 no.1
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    • pp.65-74
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    • 2006
  • Purpose: The purpose of this study was to investigate differences in Korean child-rearing practices between the generations of young mothers and grandmothers. Method: The participants were 98 mothers who were 20 to 39 years old and had raised one-year-old child and 103 grandmothers who were over 60 years old and had raised their children in a small city. Data were collected through self-report questionnaire based on the Korean traditional child-rearing practice from Yoo(1986). The data were analyzed using the SPSS Win 10.0 program. Results: Of 37 items in the categories of feeding and weaning, health management and taboo matters, play, and baby celebrations, the grandmothers practiced 13 items (35%) more frequently than the young mothers. However, no generation differences were found in 21 items (57%), and 3 items were practiced more frequently by the young mothers. For the young mothers, there were 15 items (41%) which were practiced over 70%, 7 items (19%) which were practiced less than 30%. Conclusion: It seems that some Korean traditional child-rearing practices were transferred to modern child-rearing practices. Therefore pediatric nurses need to pay attention to traditional child-rearing practices for the best health, growth and development of children.

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Development of an Uncertainty Scale for Infertile Women (불임 여성의 불확실성 측정도구 개발)

  • Kim, Mi-Ok;Kim, Sue
    • Women's Health Nursing
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    • v.16 no.4
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    • pp.370-380
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    • 2010
  • Purpose: The purpose of this study was to develop an uncertainty scale for infertile women. Methods: The process included construction of a conceptual framework, generation of 12items, verification of content validity, selection of secondary items, verification of construct validity and extraction of final items. In order to verify the reliability and validity of the preliminary instrument, data were collected from 50 infertile women in an In Vitro Fertilization (IVF) clinic. Data were analyzed by item analysis, Varimax factor analysis and Cronbach's alpha. Results: There were 10 items in the final instrument categorized into 2 factors labeled as "personal (6 items)" and "relational (4 items)" The total variance explained was 73.36%. The instrument was shown to have good reliability with a Cronbach's alpha of .899. Conclusion: Validity and reliability of the scale were confirmed in this study showing its utility to measure uncertainty for infertile women. The instrument can help understand sterility and accurately measure uncertainty for infertile women. The instrument can also be used to evaluate nursing interventions designed for mitigating uncertainty for infertile women.