Classifier 성능과 데이터 성질

박정선 한국전문가시스템학회 1996 학술대회 Vol.2 No.1

In this study, the performance of the Classification and Regression Tree(CART) is compared with that of the discriminant analysis method. In most experiments using bank data, discriminant analysis shows better performance in terms of the total cost. In contrast, most experiments using insurance data show that the CART is better than discriminant analysis in terms of the total cost. The contradictory results are analyzed by using the characteristics of the data sets. The performances of both the Classification and Regression Tree and discriminant analysis depend on the parameters: failure prior probability, data used, type I error cost, type II error cost, and validation method.

공공분야 온라인 사회혁신 프로젝트를 통한 직무역량 강화 연구

박정선,박상혁,박은혜,이명관 (사)디지털산업정보학회 2022 디지털산업정보학회논문지 Vol.18 No.2

Social innovation refers to activities that solve social problems by developing new ideas in cooperation with actors close to the field for the purpose of preserving the sustainability of society. In the field of social innovation, voices calling for a bottom-up method that starts with citizen participation are growing, and the need to improve public officials' awareness of social innovation and strengthen professionalism is being raised. In the era of Covid 19 and the 4th industrial revolution, digital literacy is being emphasized to us. In the field of social innovation, the need to strengthen social activities using digital media is growing. In this paper, an example of online social innovation project education based on the design thinking methodology was presented for public officials in Busan to improve their awareness of social innovation and secure expertise, and the effect of job competency reinforcement was statistically verified. As a result of statistical analysis, the average difference between the 'online communication' factor and the 'online empathy' factor was the largest, and it can be interpreted that digital literacy for social innovation has been strengthened.

Evaluating Green IT Initiatives Using the Sustainability Balanced Scorecard

박정선,Park, Jeong-Sun Korea Safety ManagementScience 2017 대한안전경영과학회지 Vol.19 No.3

Performance evaluation has been done using financial indices which are generally regarded as inappropriate for the organizations which are innovative and progressive. Thus, the Balanced Scorecard(BSC) was developed considering long term performance and invisible performance. This BSC has four perspectives of finance, customer, internal operation, and learning. Based on the BSC, a new BSC has been derived with a fifth view of environmental and social perspective, which is now called as a Sustainability BSC. In this study, we evaluated Green IT initiatives using the Sustainability BSC. The initiatives are categorized as RFID, telepresence, paperless office, logistics management etc. The initiatives were evaluated from the view of five perspectives, resulting in high cor relationships among finance, internal operation, and environmental and social perspectives. Namely, good initiatives from the view of environmental/social perspective are also evaluated as good from the view of finance and internal operation perspectives. In this study, we recommend organizations to introduce Green IT initiatives by showing how Green IT initiatives have contributed to the organizations.

제언 - 5인 미만 초소규모 사업장에도 산업보건의 관심이 필요하다

박정선,Park, Jeong-Seon 대한산업보건협회 2017 산업보건 Vol.350 No.-

김(金)의 전쟁

박정선 사회평론 1992 길을찾는사람들 Vol.92 No.4

디자인씽킹 프로젝트와 팀활동만족도를 매개로 한 지식공유활동이 컴퓨팅사고력에 미치는 영향

박정선,박상혁 (사)디지털산업정보학회 2017 디지털산업정보학회논문지 Vol.13 No.4

Our society has changed from an industrial society to a knowledge - based society, and the need for new knowledge creation activities through the convergence of various knowledge is emphasized. In accordance with these changes, universities aiming at nurturing human resources for society have sought new approaches and changes. The discussion of various curriculum for the future talent training in the university is aimed at the goal of developing problem solving ability irrespective of the subject of education or major. In this study, we tried to show that computational thinking ability can be improved by strengthening creative team activities by combining design thinking method in computer curriculum of general education course of university. To do this, we conducted a design thinking team project for students of computer general education course at G university in Gyeongnam province and conducted a survey. The results of the questionnaire were verified by statistical methods. The variables of this study satisfied both the validity and the reliability. Multiple regression analysis showed that knowledge sharing, team activity satisfaction, and design thinking project satisfaction factors all affect computing thinking ability.

We Should Have Concerns about Risk Transfer

박정선 한국산업안전보건공단 산업안전보건연구원 2013 Safety and health at work Vol.4 No.2

근로자 건강증진 이슈

박정선,Park, Jeong-Seon 대한산업보건협회 2006 산업보건 Vol.221 No.-

판교테크노벨리의 지속가능한 혁신 클러스터 영향요인에 관한 통합연구

박정선,박상혁,홍성신 한국벤처창업학회 2020 벤처창업연구 Vol.15 No.1

Korea's innovation cluster policy has been implemented since 2005 with the goal of balanced regional development. The purpose of this study is to investigate the factors affecting the sustainability of innovative cluster tenants by using Pangyo Techno Valley as an example. Pangyo Techno Valley was established under the leadership of the local government (Gyeonggi-do) rather than the central government and it is called “Silicon Valley of Korea” and “Asia Silicon Valley” and is becoming more representative. The growing number of companies in Pangyo Techno Valley decreased in 2017 compared to 2016. This is because Pangyo Techno Valley's business ecosystem will change from 2019. In this paper, quantitative and qualitative studies were conducted to investigate the influencing factors. Quantitative research was conducted based on the survey and qualitative research was applied through interviews. The quantitative research examined the factors affecting the sustainability of Pangyo Techno Valley, and the qualitative research examined the specific reasons and additional factors for the quantitative research results. The quantitative results showed that factors affecting sustainability in terms of changes in corporate internal conditions, human and physical infrastructure, cooperation and synergy, and occupancy patterns. The specific reason for the impact appeared in the qualitative research process. The support category of local governments did not show any significant factors in quantitative research. In addition, qualitative research suggested 'Good image of Pangyo Techno Valley' as the category that has the greatest impact on sustainability. It is shown that companies are passive and expect the role of local governments in activating cooperation network in Pangyo Techno Valley. In this paper, based on the results of the study, Pangyo Techno Valley is presented with a realistic plan based on real estate issues and an ideal plan with a long-term perspective. 우리나라의 혁신클러스터 정책은 지역균형발전을 목표로 2005년부터 본격적으로 추진되었다. 본 연구는 판교테크노밸리를 사례로 혁신클러스터 입주기업의 지속가능성에 영향을 미치는 요인을 조사하는 것을 목적으로 한다. 판교테크노밸리는 중앙정부 보다는 지자체(경기도)의 주도하에 건립되었고 ‘한국의 실리콘밸리’, ‘아시아 실리콘밸리’ 등으로 불리며 대표성이 커지고 있다. 성장하고 있는 판교테크노밸리는 2016년 대비 2017년에 입주기업 수가 감소하는 현상이 발생하였고, 2019년을 기점으로 판교테크노밸리의 비즈니스 생태계가 변할 수 있는 이슈(기업의 입지 이전 가능 이슈)가 발생하기 때문이다. 본 논문에서는 영향 요인을 조사하기 위해 양적 및 질적 연구를 통합하여 진행하였다. 설문조사를 기반으로 양적연구를 진행하고 인터뷰를 통한 질적 연구를 적용하였다. 양적 연구에서는 판교테크노밸리의 지속가능성에 영향을 주는 요인을 조사하였고, 질적 연구에서는 양적 연구결과에 대한 구체적인 이유와 추가적인 요인을 조사하였다. 양적 연구결과 기업내부여건변화, 인적‧물적 인프라, 협력 및 시너지, 입주형태 범주에서 지속가능성에 대한 영향력을 발휘하는 요인들이 나타났다. 영향력에 대한 구체적 이유는 질적 연구과정에선 나타났다. 지자체의 지원 범주는 양적 연구에서 의미있는 요인이 나타나지 않았다. 추가적으로 질적 연구를 통해 지속가능성에 영향을 가장 크게 발휘하는 범주로 ‘판교테크노밸리의 좋은 이미지’가 제시되었다. 판교테크노밸리 내 협력네트워크 활성화에 대해서는 기업들이 수동적인 자세를 취하고 있으며 지자체의 역할을 기대하고 있는 것으로 나타났다. 따라서 본 논문에서는 판교테크노밸리가 지속가능하기 위한 방안으로 현실적인 방안과 이상적인 방안을 함께 제시하였다.

복합재료의 결함을 고려한 평판의 최적설계

박정선,송석봉,이수용 한국항공우주학회 1997 한국항공우주학회 학술발표회 논문집 Vol.- No.-