• 제목/요약/키워드: collecting strategy

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Privacy-Preserving Collection and Analysis of Medical Microdata

  • Jong Wook Kim
    • 한국컴퓨터정보학회논문지
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    • 제29권5호
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    • pp.93-100
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    • 2024
  • 4차 산업혁명의 도래와 함께 인공지능, 빅데이터, 사물인터넷, 클라우드 컴퓨팅 등의 첨단 정보 기술이 다양한 산업 분야에서 혁신을 이끌고 있다. 이 기술들은 방대한 양의 데이터를 생성하고 있으며, 많은 기업들이 이를 활용하고 있다. 그러나 개인 데이터 수집 시 발생할 수 있는 프라이버시 침해 위험으로 인해 사용자들은 민감한 정보 제공을 망설이고 있다. 특히 의료 분야에서는 환자의 병명과 같은 민감한 정보 수집이 큰 도전이 되고 있으며, 프라이버시 문제가 데이터 수집과 분석의 장애가 되고 있다. 본 연구는 프라이버시 보호를 유지하면서도 통계적 정보를 효과적으로 추출할 수 있는 의료 데이터 수집 및 분석 기법을 제안한다. 제안 기법은 기존의 단순한 데이터 수집을 넘어서, 프라이버시를 보장하면서 수집된 데이터에서 통계적 정보를 효과적으로 추출하는 방법을 포함한다. 실제 데이터를 이용한 성능 평가에서는 제안된 기법이 기존 방법보다 더 효과적으로 프라이버시를 보존하며 통계적 정보를 도출할 수 있음을 입증한다.

해외 주요 도서관 온라인 자료 수집 현황 분석을 통한 국립중앙도서관의 수집 방향성 및 활용 방안 도출 연구 (A Study on the National Library's Collection Strategy and Utilization Plan through the Analysis of Online Material Collection Status of Major Libraries Abroad)

  • 노영희;정영미;손애경;장인호;이경선;차현주
    • 한국도서관정보학회지
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    • 제55권2호
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    • pp.1-28
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    • 2024
  • 본 연구에서는 국내외 도서관의 온라인 자료 수집 및 서비스 현황을 체계적으로 비교 분석함으로써, 국립중앙도서관을 포함한 국내 도서관이 디지털 시대의 새로운 도전에 효과적으로 대응할 수 있는 실질적인 전략을 제시하고자 하였다. 이를 위해, 해외 주요 도서관의 온라인 자료 수집 사례 및 서비스 현황을 파악하고, 해외 주요 도서관 온라인 자료 수집 현황 분석을 통한 우리나라 도서관의 수집 방향성 제시 및 활용 방안을 도출하고자 하였다. 연구결과, 국립중앙도서관은 온라인 자료 수집 확장을 위해 첫째, 생성·소멸되는 웹 자원을 제대로 수집 및 보존, 개방성 확대와 아카이브 활용 방안을 다각적으로 모색할 필요가 있다. 둘째, 미래 국가 정보 자원 중심 기관으로서의 역할을 위해, 방대하고 복잡한 웹 자원을 원활히 수집·보존·서비스하기 위한 전략을 수립해야 한다. 셋째, 우리나라 웹 자원 전체를 체계적으로 수집, 보존, 활용할 수 있는 국가 단위의 웹 아카이브 구현 방안 모색이 필요하다. 장기적으로 다양한 유형의 웹 자원을 체계적으로 수집·보존·활용할 수 있는 국가 단위의 플랫폼으로 개선되어야 한다.

병원의 조직문화유형과 조직유효성의 관계;간호사를 대상으로 (Relationship between Organizational Culture Types and Organizational Effectiveness in Hospitals)

  • 이명하
    • 간호행정학회지
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    • 제4권2호
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    • pp.363-385
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    • 1998
  • The purpose of this study is to investigate the relationship between organizational culture types and organizational effectiveness in the hospitals and to identify the cultural and organizational characteristics of the hospitals with high organizational effectiveness. Data were collected from May 12 to June 14. 1997 through questionnaire taken by 1.118 nurses working in 10 hospitals with more than 800 beds and from annual reports published by the hospitals. The instruments were used for collecting the data: Organizational Culture Questionnatire and Organizational Characteristics Questionnatire developed by the researcher. Mowday's Organizational Commitment Questionnaire. Taylor & Bovver's General Satisfaction Scale. The Results were as follows: 1. The meta culture of the hospital organizations was the conservative culture. 2. There were significant differences of the four organizational cultural types - affiliative culture. innovative culture. conservative culture. task culture among the hospitals(p=.00). 3. The hospital organizations were classified in to three cultural patterns. each of which had similar cultural composition. on the basis of the scores indicating the similarity and difference of the foul' organizational cultural types among the hospitals. The organization of each group represents conservative- dominant culture. innovative-dominant culture and competitive culture. 4. Nurses' organizational commitment and job satisfaction were significantly different among the cultural patterns(p=.00). In other words. the hospitals with innovative-dominant culture showed higher organizational commitment and job satisfaction than ones with conservative-dominant culture and competitive culture. And also. the growth rate of outpatients and inpatients were significantly different among the cultural patterns(p<.05). The hospitals with innovative -dominant culture showed higher growth rate of outpatients and inpatients than ones with conservative-dominant culture and competitive culture. 5. The hospitals with conservative-dominant culture and competitive culture showed higher level of centralization than ones with innovative -dominant culture(p=.00) And the hospitals with competitive and innovative-dominant culture showed higher level of communication than those with conservative-dominant culture(p=.00) Finally. the hospitals with innovative-dominant culture showed higher level of managerial strategy than those with conservative-dominant and competitive culture. among which the latter showed higher level of managerial strategy than the former(p=.00).

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Antecedents and Consequences of Innovation and Business Strategy on Performance and Competitive Advantage of SMEs

  • LESTARI, Setyani Dwi;LEON, Farah Margaretha;WIDYASTUTI, Sri;BRABO, Nora Andira;PUTRA, Aditya Halim Perdana Kusuma
    • The Journal of Asian Finance, Economics and Business
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    • 제7권6호
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    • pp.365-378
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    • 2020
  • The study aims to develop concepts originating through empirical research models to build superior competitiveness and optimal performance achievement. Therefore, to bridge these goals, the study addresses several indicators/items as a novelty, namely, entrepreneurship insight factors, market orientation, knowledge-sharing, innovation, managerial capability, product strategy, process and service improvement, resources capability to improve performance and increase competitiveness by empirical model direct, mediating and indirect effect. The total sample in this study is 497 eligible SMEs that partner with go-food in Makassar City. All research samples are the owner or the person in charge of the business; the data collection period is from May to December 2019. Data are collecting using a survey with 64 construct questions, summarized in seven manifest variables. The research method uses quantitative tools, with SMART-PLS as a statistical tool. This study develops sixteen hypotheses; all of the hypotheses are supported both directly, indirectly, and mediated. The study also found that the link based on CCT, RBV, and TAM Theory is the right choice of theories, as the foundation of this study was very reliable and valid. Indeed, all of the grounded methods have implications both in theory and its main application for the business in the online marketplace.

PEST-SWOT-AHP 분석을 이용한 중소제조기업의 제조물책임 대응전략 수립 (Developing Product Liability Response Strategies of SMEs using PEST-SWOT-AHP analysis)

  • 서준혁;배성민
    • 산업경영시스템학회지
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    • 제39권2호
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    • pp.11-18
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    • 2016
  • Product liability (PL), which began enforcement in 2002, refers to the legal responsibility of the manufacturers or sellers (wholesales or retailers) for the property damage or bodily harm caused by their product. With a strong enforcement of the Product Liability (PL) Act, companies are required to structure and operate a response system to defend or prevent product accidents efficiently, but small and medium enterprises (SMEs) are unable to respond more aggressively due to limitation of management resources. In this manner, it is important to develop response strategies for SMEs to efficiently cope with the PL Act. In this paper, the PEST (Political, Economic, Social, and Technological) analysis is performed to reveal the impact of the PL Act on SMEs in macro-economic point of view. To formulate SME's PL response strategy, SWOT analysis is performed to categorize each factors from PEST analysis and AHP is applied to identify the intensities of SWOT factors. The prioritized SWOT factor, results of PEST-SWOT-AHP analysis, are used to formulate SME's PL response strategies. The study results are briefly summarized as follows. To reduce product defects, it is necessary for SMEs to formulate PL response strategies for each phase of the product life cycle by continuously collecting and analyzing PL cases in the same industry or for similar products. In addition, SMEs should invest more technological effort to ensure product safety. Further, SMEs should spread PL awareness to all staff members by training internal PL experts. Moreover, a SME should enroll in PL insurance and spread this information to its customers so that they become aware that the company is proactively conforming to the PL law.

여대생의 다이어트 경험에 관한 근거이론적 접근 (A Grounded Approach to Dietary Experiences in College Women)

  • 이정섭;김병희;정현철;이성은
    • 여성건강간호학회지
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    • 제7권4호
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    • pp.596-609
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    • 2001
  • This research is intended to study the dietary experiences by college women to promote women's health through the proper diet. The approach method was used grounded theory. The participants were selected 3 colleges in Seoul, Inchon, and Cheongju. The selected 15 women were college students who had a history of dietary experiences or who were on the way of diet at the time of the start of this research. The data were collected from August 2001 to October 2001. Data collecting method was a Focus Group Interview. The data were analysed by the Strauss and Corbin's method(1966). The results were showed that the 236 concepts in the dietary experiences were gathered into 48 sub-categories, eventually being integrated into 17 higher categories. 'Esthetic self-pursuit' is the core phenomenon of the dietary experiences. Such phenomenon is due to subjects physical problems, sense of comparison and desire of weight-loss. In the circumstantial context, the esthetic self-pursuit phenomenon is enhanced by social opinions, aesthetic senses, and the recognition of self-control. The interaction strategy of the esthetic self-pursuit can be intensified and sustained by will power, supporting systems, and accessibility. Through the dietary experiences, the body changes positive or negative figures. Following the sense of success or failure, the diet are sustained or abandoned accordingly. Therefore for the application of promoting health, an intervention strategy should be created a collect organized diet program in a social level not a private level.

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패션머천다이징 프로세스에서의 고객정보 활용 및 고객관리에 관한 사례 연구 (Case Study of Appling Customer Information and Customer Management in Fashion Merchandising Process)

  • 고은주;윤선영
    • 한국의류학회지
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    • 제30권5호
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    • pp.788-799
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    • 2006
  • The purpose of this study was to analyze fashion merchandising process, to apply customer information in merchandising process and to examine customer management strategies of fashion industry in on-line and off-line channel. In depth, face to face interviews with structured questionnaires were conducted with MD and customer managers from selected 4 brands, one from each categories of men's, women's, casual and sports wear. Key findings of the study were as follows: First, they followed fashion merchandising process of 18 steps and collected trend information and sales data were applied to planning, selling/promoting process to plan season concept, design, and promotion activity. Second, commonly applied customer information types in fashion merchandising process were all from indirect information collected from sales data and forecasting companies. However, casual and sports wear conducted consumer monitoring activity f3r collecting customer data directly from customer participation. Third, in off-line channel, customers are segmented by amount of purchase they make in a specific time period and all the categories show high interest in valuable customers. However, only men's and woman's wear conducted promotion activities for valuable customers as a differentiated marketing strategy. In on-line channel, companies were interacting with the customers through internet web site to determine their demands. In conclusion, this study has significance in that it propose the necessity and strategy of differentiated customer management approaching by analyzing and comparing fashion merchandising activity process cases.

교육·연구의 활성화를 위한 교과서전문도서관 발전방향 모색에 관한 연구 (A Study on Developing Specialized Textbook Libraries for the Benefit of Research and Education)

  • 노영희;최원태;윤다영
    • 한국비블리아학회지
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    • 제26권2호
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    • pp.25-51
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    • 2015
  • 교과서전문도서관은 현재 우리나라 교육 발전을 위해 노력하고 있는 교과서 관련 분야의 전문가와 교과서 개발 출판사 등에 필요한 정보를 제공하고 있으며, 교수와 학생의 연구 및 교육을 지원하고 있다. 그러나 교과서전문도서관의 현실을 보면, 국가지원운영 예산 부족, 공공기반시설로서 기반 취약, 교과서 관련자료 수집의 어려움, 도서관 간 연계체제 미흡 등의 문제점을 안고 있는 것으로 분석되었다. 이에 본 연구에서는 문헌분석, 사례분석, 그리고 전문가의견수렴과정을 거쳐 교과서전문도서관의 발전방향을 제시하고자 하였다. 본 연구에서는 교과서전문도서관 구축 및 운영의 중장기 정책방향을 크게 교과서전문도서관 조직 및 운영, 교과서전문도서관 정보자원의 수집 및 목록작성 방안, 그리고 교과서전문도서관 정보화전략 및 특화콘텐츠의 구축 등으로 대분하여 제안하였다.

Exploring the Dilemma and Improvement Strategies for the Integrated Management of Extracurricular Education Programs at Duksung Women's University

  • Kim, Young-Jun;Kwon, Ryang-Hee
    • International Journal of Advanced Culture Technology
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    • 제9권3호
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    • pp.8-15
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    • 2021
  • This study was conducted with the purpose of exploring the dilemma and improvement strategies for the integrated management of extracurricular education programs at Duksung Women's University. The research method was finally composed of a procedure with a meeting of experts based on the procedure of collecting and analyzing the previous research literature. As for the contents of the study, the dilemma of the integrated management of the extracurricular education program at Duksung Women's University was presented first. Examples of dilemmas include difficulties in organizing and operating programs from the perspective of a roadmap customized for each grade level, difficulties in establishing a foundation for balanced mapping of core competencies and cultivating programs, difficulties in managing the performance of regular program monitoring and feedback improvement, and activating the linkage system between subjects and extracurricular education programs difficulties and difficulties in establishing a support system for the operation of the extracurricular education integrated management system were reflected. In addition, a strategy to complement and improve this dilemma was presented in a linkage. As a result of the study, the integrated management dilemma of Duksung Women's University's extracurricular education programs needs to be resolved in the long term through formal infrastructure such as external expert advice and expert exchange, and the development and use of related manuals should be considered aspects were analyzed. In addition, the content of this study was analyzed not only in the educational case of Duksung Women's University, but also in that it deals with cases that can be usefully referenced in most universities that develop and operate extracurricular education programs. Finally, this study presents an evidence-based practices that can be referenced in promoting the integrated management of extracurricular education programs in university sites, and the position and identity of extracurricular education throughout the university curriculum. It is judged that the significance and expected effect of the study can be obtained in that it provides an opportunity to improve from the management point of view.

빅데이터 수집 처리를 위한 분산 하둡 풀스택 플랫폼의 설계 (Design of Distributed Hadoop Full Stack Platform for Big Data Collection and Processing)

  • 이명호
    • 한국융합학회논문지
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    • 제12권7호
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    • pp.45-51
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    • 2021
  • 급속한 비대면 환경과 모바일 우선 전략에 따라 해마다 많은 정형/비정형 데이터의 폭발적인 증가와 생성은 모든 분야에서 빅데이터를 활용한 새로운 의사 결정과 서비스를 요구하고 있다. 그러나 매년 급속히 증가하는 빅데이터를 활용하여 실무 환경에서 적용 가능한 표준 플랫폼으로 빅데이터를 수집하여 적재한 후, 정재한 빅데이터를 관계형 데이터베이스에 저장하고 처리하는 하둡 에코시스템 활용의 참조 사례들은 거의 없었다. 따라서 본 연구에서는 스프링 프레임워크 환경에서 3대의 가상 머신 서버를 통하여 하둡 2.0을 기반으로 쇼셜 네트워크 서비스에서 키워드로 검색한 비정형 데이터를 수집한 후, 수집된 비정형 데이터를 하둡 분산 파일 시스템과 HBase에 적재하고, 적재된 비정형 데이터를 기반으로 형태소 분석기를 이용하여 정형화된 빅데이터를 관계형 데이터베이스에 저장할 수 있게 설계하고 구현하였다. 향후에는 데이터 심화 분석을 위한 하이브나 머하웃을 이용하여 머신 러닝을 이용한 클러스터링과 분류 및 분석 작업 연구가 지속되어야 할 것이다.