• Title/Summary/Keyword: 양적데이터

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A Comparative Study on the Factors of Entrepreneurship Ecosystem Activation: Based on GETR Data (기업가정신 생태계 활성화 요인에 관한 국가간 비교연구: GETR(글로벌기업가정신트렌드리포트)자료를 중심으로)

  • Park, Jae Hwan;Kim, Bong Moon;Kim, Yong Tae
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.13 no.1
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    • pp.23-30
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    • 2018
  • Recent global economic recession and recession of employment have made various efforts to revitalize entrepreneurial ecosystem by presenting entrepreneurial spirit and creative talent development as national top priority strategy in major developed countries. Based on data from the Global Entrepreneurship Trend Report (GETR), which has been conducted by the Venture Small Business Division and the Korea Entrepreneurship Foundation since 2015, the study will be conducted by the entrepreneurs of 10 countries in 2015 and 2016 The components of mental ecosystem were compared and verified. The results showed that entrepreneurship education effect and entrepreneurial environment showed positive relationship with entrepreneurship of individual and organization. Also, entrepreneurship education effect, entrepreneurial environment, individual entrepreneurship. On the other hand, organizational entrepreneurship was not found to have a significant effect on entrepreneurial type (livelihood / opportunistic entrepreneurship). In this study, entrepreneurship education as a lifelong education is required in order to enhance entrepreneurial ecosystem in Korea and to increase the quality of entrepreneurship which is increasing quantitatively. Finally We emphasizing the importance of creating a favorable entrepreneurial environment and offer some suggestions.

A Study on Establishment of Time Series Model for Deriving Financial Outlook of Basic Research Support Programs (기초연구지원사업의 재정소요 전망 도출을 위한 시계열 모형 수립 연구)

  • Yun, Sujin;Lee, Sangkyoung;Yeom, Kyunghwan;Shin, Aelee
    • Journal of Technology Innovation
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    • v.27 no.4
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    • pp.21-48
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    • 2019
  • In the basic research field, quantitative expansion is carried out with active support from the government, but there is no research and policy data suggesting systematic investment plans or data-based financial requirements yet. Therefore, this study predicted future financial requirements of basic research support programs by using time series prediction model. In order to consider various factors including the characteristics of the basic research field, we selected the ARIMAX model which can reflect the effect of multi valuable factors rather than the ARIMA model which predicts the value of single factor over time. We compared the predictions of ARIMAX and ARIMA models for model suitability and found that the ARIMAX model improves the prediction error rate. Based on the ARIMAX model, we predicted the fiscal spending of basic research support programs for five years from 2017 to 2021. This study has significance in that it considers the financial requirements of the basic research support programs as a pilot research conducted by applying a time series model, which is a statistical approach, and multi-variate rather than single-variate. In addition, considering the policy trends that emphasize the importance of basic research investment such as 'the expansion of basic research budget twice', which is the current government's national policy task, it can be used as reference data in establishing basic research investment strategy.

Developing Digital Library Collection Using Citation and Homepage Information (인용정보와 연구자 홈페이지를 이용한 디지털 도서관 장서개발 방안 연구)

  • Lee, Jee-Yeon
    • Journal of the Korean Society for information Management
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    • v.24 no.1 s.63
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    • pp.301-319
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    • 2007
  • Nowadays the information environment enables users to access the traditional library collection as well as various digital information resources. In this rapidly changing environment, the use of digital information resources such as web sites, data, and homepages has increased. In this research, highly-cited authors' research outcomes as well as the research outcomes of the people, who cited the highly-cited authors' works, were extracted then compared with information stored in the medical colleges' digital libraries and the academic information portals in the clinical medicine area by using the citation information provided by Essential Science Indicators from ISI Web of knowledge. Out of 10,000 authors,146 people's homepages, which present research outcomes, were analyzed. The research outcomes listed in the homepages included journal papers, monographs, conference proceedings, and lecture notes. About 15% of the journal papers, 32% of the monographs, 48% of the conference proceedings, and 100% of lecture notes were accessible only through the homepages. The research outcomes accessible from the homepages were almost analogous to the ones available through the medical college's digital libraries and the academic information portals. Therefore, the digital library collection will be improved and expanded quantitatively and qualitatively by collecting and using the information in the homepages of the prestigious researchers.

The Effect of Investigation Environment on the Perception Toward Legalization of Private Investigation (수사 환경이 탐정 합법화 인식에 미치는 영향)

  • Kim, Sang-Woon
    • The Journal of the Korea Contents Association
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    • v.20 no.9
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    • pp.187-194
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    • 2020
  • The purpose of this study is to examine the effect of police investigation environment on perception toward legalization of private investigation. To enhance the completeness, this study conducted a survey on police officers in service and analyzed the survey data through statistical technique. The results for examination on how police investigation environment influence on perception toward legalization of private investigation were as follows. When the 'work burden from long-term cold case' composing the police investigation environment is high, the police officer highly evaluated the growth potential of private investigation, showed positive perception toward private investigation market, and showed intention for re-employment at private investigation agency after retirement. When the police officer experiences more difficulties from 'investigation other than criminal case', the police officer highly evaluated the growth potential of private investigation and showed intention for re-employment at private investigation agency. In addition, when the police officer thinks that there are a lot of difficulties for "Limited investigation on specialized area", the police officer showed positive perception toward growth potential of private investigation and private investigation market. In addition, police investigation environment showed significant result on legalization of private investigation. The result also verifies that as the difficulty of crime investigated by the police is getting higher quantitatively and qualitatively, it is necessary to introduce private investigation system which is specialized and able to investigate for a long time. This study hopes that this study result would be utilized as the grounds in signing the bill for introducing the private investigation system.

Exploring Internal Factors of Companies to Increase Oorganizational Commitment of Female Managers (여성관리자의 조직몰입을 높이기 위한 기업의 내부요인 탐색)

  • Shin, Soo-Young;Park, Ji-Sung;Ok, Chiho
    • The Journal of the Korea Contents Association
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    • v.20 no.9
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    • pp.296-307
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    • 2020
  • Compared to the quantitative increase in women's workforce, women's status in the organization remains poor. When it needs diverse perspectives and flexibility cope with the environment, it is an urgent challenge for companies to manage women in organizations. In this study, it is explored the internal factors of the organization that allow women managers to be more immersed in the organization. While previous researches have focused mainly on employment equality policies, this study expands the scope of existing research by considering the organization's internal support factors, such as mentoring, education and training, and organizational atmosphere. The female manager panel data showed that mentoring, education and training, and organizational climate all increase the leading influence of female. This leading influence affects organizational commitment and mediated between organizational internal factors and organizational commitment. In other words, it has been found that it is important for female managers to take the initiative in their position as well as the internal support of companies for female managers to immerse themselves in the organization. This study could contribute to solving the dilemma of the use of women's workforce by companies that fail to recover all investment costs such as recruitment, education, training, and compensation of excellent women's workforce.

A Massively Parallel Algorithm for Fuzzy Vector Quantization (퍼지 벡터 양자화를 위한 대규모 병렬 알고리즘)

  • Huynh, Luong Van;Kim, Cheol-Hong;Kim, Jong-Myon
    • The KIPS Transactions:PartA
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    • v.16A no.6
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    • pp.411-418
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    • 2009
  • Vector quantization algorithm based on fuzzy clustering has been widely used in the field of data compression since the use of fuzzy clustering analysis in the early stages of a vector quantization process can make this process less sensitive to its initialization. However, the process of fuzzy clustering is computationally very intensive because of its complex framework for the quantitative formulation of the uncertainty involved in the training vector space. To overcome the computational burden of the process, this paper introduces an array architecture for the implementation of fuzzy vector quantization (FVQ). The arrayarchitecture, which consists of 4,096 processing elements (PEs), provides a computationally efficient solution by employing an effective vector assignment strategy during the clustering process. Experimental results indicatethat the proposed parallel implementation providessignificantly greater performance and efficiency than appropriately scaled alternative array systems. In addition, the proposed parallel implementation provides 1000x greater performance and 100x higher energy efficiency than other implementations using today's ARMand TI DSP processors in the same 130nm technology. These results demonstrate that the proposed parallel implementation shows the potential for improved performance and energy efficiency.

The Change of Elementary Science Gifted Students' Perception about Engineers and Engineering Practices through Science and Engineering Integrated (SEI) Lessons (과학공학 융합 수업을 통한 초등 과학 영재 학생들의 공학과 공학자에 대한 인식 변화)

  • Han, Nuri;Nam, Younkyeong
    • Journal of the Korean earth science society
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    • v.39 no.3
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    • pp.275-290
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    • 2018
  • This study is to investigate how science and engineering integrated (SEI) lessons affect science-gifted students' perceptions about engineers and engineering practices. Twenty elementary science gifted students participate in this study, and they reflect what engineering practice means such as managing limited time and budget. The SEI lessons with 24 hours class time are used as an intervention. The main data are collected with 'engineer and engineering drawing test', open-ended questions and interviews about the drawing, and focus group interviews about the lessons. The transcribed interview data are analyzed using mixed methodology of quantitative (descriptive and paired t-test) and qualitative methods. The result shows that the SEI lessons have positive impacts on the science-gifted students' perceptions about engineers and engineering practices such as engineering design. After the lessons, the students perceive engineering and engineers in a desired way such as engineering as a social practice that many experts work collaboratively, the interaction between engineering and society, and the importance of ethics and social values in engineering practice.

Development of a mercury database for food commonly consumed by Koreans (한국인 상용 식품 중 수은 함량 데이터베이스 구축)

  • Kim, Seong-Ah;Shin, Sangah;Lee, Jung Won;Joung, Hyojee
    • Journal of Nutrition and Health
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    • v.47 no.5
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    • pp.364-373
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    • 2014
  • Purpose: The purpose of this study was to develop a mercury database for food commonly consumed by Koreans. Methods: Target foods for a mercury database were selected from dietary survey data of the 2007-2009 Korean National Health and Nutrition Examination Survey (KNHANES). Data for mercury contents of foods were collected through literature review. Among 702 food items reported by 24 hr dietary recall method, the contents of mercury for 300 food items were selected with systematic evaluation from the literature, which provided analytical values, and those of 56 food items were imputed by using a conversion factor. Results: The mercury database developed in this study covered 50.7% of all kinds of consumed foods and 95.1% of total amount of food intake reported by 2007-2009 KNHANES. In the database, the geometric mean of mercury contents in food items was the highest in the fishes and shellfishes group ($41.13{\mu}g/kg$, n = 101) followed by mushrooms ($18.93{\mu}g/kg$, n = 12) and seaweeds ($5.92{\mu}g/kg$, n = 14), and the lowest in the meats group ($0.15{\mu}g/kg$, n = 17). Conclusion: The developed mercury database can be used to estimate the dietary mercury exposure of Korean people, and the method for development of a mercury database would be helpful to researchers in development of a new database for other food borne hazardous substances.

Analysis of Network Dynamics from Annals of the Chosun Dynasty (조선왕조실록 네트워크의 동적 변화 분석)

  • Kim, Hak Yong;Kim, Hak Bong
    • The Journal of the Korea Contents Association
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    • v.14 no.9
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    • pp.529-537
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    • 2014
  • To establish a foundation to objectively interpret Chosun history, we construct people network of the Chosun dynasty. The network shows scale free network properties as if most social networks do. The people network is composed of 1,379 nodes and 3,874 links and its diameter is 14. To analysis of the network dynamics, whole network that is composed of 27 king networks were constructed by adding the first king, Taejo network to the second king, Jeongjong network and then continuously adding the next king networks. Interestingly, betweenness and closeness centralities were gradually decreased but stress centrality was drastically increased. These results indicate that information flow is gradually slowing and hub node position is more centrally oriented as growing the network. To elucidate key persons from the network, k-core and MCODE algorithms that can extract core or module structures from whole network were employed. It is a possible to obtain new insight and hidden information by analyzing network dynamics. Due to lack of the dynamic interacting data, there is a limit for network dynamic research. In spite of using concise data, this research provides us a possibility that annals of the Chosun dynasty are very useful historical data for analyzing network dynamics.

Study on Factors Affecting Intention of Switching China's Mobile Telecommunication Service - Focusing on PPM Theory (중국 이동통신시장에서 서비스 전환의도에 영향을 미치는 요인에 관한 연구 - PPM 이론을 중심으로)

  • Jang, Hae-won;Kwak, Na-yeon;Lee, Choong C.
    • Journal of Digital Convergence
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    • v.15 no.7
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    • pp.169-180
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    • 2017
  • China's mobile communication market has been growing quantitatively and qualitatively since 2000. Currently, it has secured 1.27 billion mobile subscribers and many of the Korean companies try to enter the Chinese market and cooperation with companies in China is being held. Thus understanding of the Chinese markets is the key to better prepare for future international competition. This study is to identify factors affecting switching intentions and behaviors for Chinese mobile subscribers to other mobile service providers by the PPM and it is to derive correlations between strategies of mobile service providers and users' switching intention by the groups classified by ARPU. We conducted a survey targeting 270 Chinese mobile users and analyze it by using Smart PLS 2.0. In conclusion, push effects have positive influence on intention to switching and relational switching cost among mooring effect have significantly negative influence on intention to switching In particular, intention to switching depending on the groups classified by a level of their ARPU have been shown as significantly different. This study will extend theoretical range of PPM theory in explaining users' switching behaviors and contribute to establish strategies to enter the chinese market.