• Title/Summary/Keyword: 교육 빅데이터

Search Result 400, Processing Time 0.029 seconds

An Analysis and Development of the Measurement on General Knowledge Related to the Safety of Living Radiation (생활방사선안전 관련 일반지식 측정도구 개발 및 실태분석)

  • Choi, Kyoungho;Seo, Hye-Young
    • Journal of Convergence for Information Technology
    • /
    • v.12 no.4
    • /
    • pp.205-211
    • /
    • 2022
  • Various radioactive materials exist around us. In recent years, as interest in health has increased along with the improvement of the quality of life, examinations using radiation are also increasing. This research defined aforementioned radiation as a living radiation and developed a measurement to measure general knowledge people have on it. Eighteen reliable items were developed; current status on general knowledge regarding the safety of living radiation was analyzed using the items. As a result, a group with radiation-related education got statistically higher score than a group without such education. Correlation analysis and regression analysis showed that higher attention on usual safety leads into the greater knowledge on safety of living radiation. Therefore, this research shed lights on the necessity of radiation safety-related education in current educational course in schools.

A Case Study on Product Production Process Optimization using Big Data Analysis: Focusing on the Quality Management of LCD Production (빅데이터 분석 적용을 통한 공정 최적화 사례연구: LCD 공정 품질분석을 중심으로)

  • Park, Jong Tae;Lee, Sang Kon
    • Journal of Information Technology Services
    • /
    • v.21 no.2
    • /
    • pp.97-107
    • /
    • 2022
  • Recently, interest in smart factories is increasing. Investments to improve intelligence/automation are also being made continuously in manufacturing plants. Facility automation based on sensor data collection is now essential. In addition, we are operating our factories based on data generated in all areas of production, including production management, facility operation, and quality management, and an integrated standard information system. When producing LCD polarizer products, it is most important to link trace information between data generated by individual production processes. All systems involved in production must ensure that there is no data loss and data integrity is ensured. The large-capacity data collected from individual systems is composed of key values linked to each other. A real-time quality analysis processing system based on connected integrated system data is required. In this study, large-capacity data collection, storage, integration and loss prevention methods were presented for optimization of LCD polarizer production. The identification Risk model of inspection products can be added, and the applicable product model is designed to be continuously expanded. A quality inspection and analysis system that maximizes the yield rate was designed by using the final inspection image of the product using big data technology. In the case of products that are predefined as analysable products, it is designed to be verified with the big data knn analysis model, and individual analysis results are continuously applied to the actual production site to operate in a virtuous cycle structure. Production Optimization was performed by applying it to the currently produced LCD polarizer production line.

Cervical Cancer Screening Factors in Women With Disabilities Using Big Data Analysis -Focused on National Cancer Screening Subjects- (빅데이터 분석을 이용한 여성 장애인의 자궁경부암 수검 요인 -국가암 검진 대상자 중심-)

  • Jong-bae Park;Young-bok Cho;Min-Hee Park
    • Journal of Practical Engineering Education
    • /
    • v.15 no.2
    • /
    • pp.495-502
    • /
    • 2023
  • Despite the fact that Korea has supported national cancer screening worldwide for a long time, the cancer screening screening rate is low compared to other health screenings and infant screening. In particular, women with disabilities show a lower screening rate for cervical cancer screening compared to women without disabilities. Therefore, from 2011 to 2019, this study investigated the trends in cervical cancer screening rates of women with disabilities and non-disabled women aged 30 and older, and analyzed the factors affecting cervical cancer screening of women with disabilities at the individual and regional level through the cervical cancer screening rates among regions. The purpose of this study is to identify the factors that affect regional variation by dividing into regions. From 2011~2019, the cervical cancer screening rate of people with disabilities was the highest in Daejeon and the lowest in Sejong and Jeju, and the gap in cervical cancer screening rate of people with disabilities by region was analyzed to be up to 13.1%.

An Exploratory Grounded Theory Study on Content and Structure of Future Education in Smart Home Services (미래 교육 콘텐츠 구성요건에 관한 근거이론연구: 스마트홈서비스 환경을 중심으로)

  • Won, Jong-Seo;Lee, Jung-woo
    • The Journal of the Korea Contents Association
    • /
    • v.18 no.7
    • /
    • pp.432-448
    • /
    • 2018
  • Education will be undergoing major changes with the 4th industrial revolution. As education contents will be important in future smart home service, in-depth interviews were conducted against experts and analyzed by the grounded theory approach. Eleven categories emerged through the analysis. In order for educational content to be utilized in smart home services, value creation (central phenomenon) seems to be most critical with preceding overcome of hamlet syndrome. Diversity of content and connectivity (context) should be ensured, and studies that could enhance user experience (intermediary situations) should be conducted and reflected in the content curation and realtime response (interaction strategy). As a result, it can be inferred that the education content service can be expanded in smart home services while satisfying self-development desire of individuals through these processes. Additional selective coding revealed four immediate need area: self-development, home-improvement, health care, and mindful healing.

A Study on Status and Necessity of the Curriculum for the Department of Libraries and Information Sciences in Korea (문헌정보학 교과과정에 대한 현황조사 및 인식조사 연구)

  • Hong, Hyun-Jin;Noh, Younghee;Kim, Dongseok
    • Journal of the Korean Society for Library and Information Science
    • /
    • v.55 no.1
    • /
    • pp.5-36
    • /
    • 2021
  • This study attempted to present the direction of development of the curriculum of Library & Information Science by investigating and analyzing the current status of the curriculum of Library & Information Science in Korea and the perception of the necessity of each major subject. To this end, the curriculum of the Department of Library and Information Sciences nationwide was thoroughly investigated. Based on the subjects, a questionnaire survey was conducted for all professors of the Department of Library and Information Science on the degree of consent for required and elective subjects. As a result, first, the total number of courses opened in the Department of Library and Information Science has recently decreased. It was confirmed that the proportion of the required subjects and basic subjects decreased, and the proportion of elective subjects increased. Second, it was found that the importance and weight of informatics are constantly increasing, and there is a high demand for new subjects such as big data, programming, and data analysis. Third, the proportion of library management in all subjects is decreasing, but the necessity of detailed subjects is highly recognized. Fourth, it was confirmed that the proportion of bibliography was gradually decreasing. Fifth, although records management was not a required major subject, its weight increased as an elective subject, while language subjects showed almost no awareness of the necessity.

Artificial Intelligence and College Mathematics Education (인공지능(Artificial Intelligence)과 대학수학교육)

  • Lee, Sang-Gu;Lee, Jae Hwa;Ham, Yoonmee
    • Communications of Mathematical Education
    • /
    • v.34 no.1
    • /
    • pp.1-15
    • /
    • 2020
  • Today's healthcare, intelligent robots, smart home systems, and car sharing are already innovating with cutting-edge information and communication technologies such as Artificial Intelligence (AI), the Internet of Things, the Internet of Intelligent Things, and Big data. It is deeply affecting our lives. In the factory, robots have been working for humans more than several decades (FA, OA), AI doctors are also working in hospitals (Dr. Watson), AI speakers (Giga Genie) and AI assistants (Siri, Bixby, Google Assistant) are working to improve Natural Language Process. Now, in order to understand AI, knowledge of mathematics becomes essential, not a choice. Thus, mathematicians have been given a role in explaining such mathematics that make these things possible behind AI. Therefore, the authors wrote a textbook 'Basic Mathematics for Artificial Intelligence' by arranging the mathematics concepts and tools needed to understand AI and machine learning in one or two semesters, and organized lectures for undergraduate and graduate students of various majors to explore careers in artificial intelligence. In this paper, we share our experience of conducting this class with the full contents in http://matrix.skku.ac.kr/math4ai/.

News data LDA on North Korean defector entrepreneurship: Focusing on the comparison of government policies from 2013 to 2021 (북한이탈주민 창업에 관한 뉴스 데이터 토픽 모델링 분석: 2013~2021년까지 정부 정책 비교를 중심으로)

  • Mun, Jun-Hwan
    • Journal of Digital Convergence
    • /
    • v.20 no.3
    • /
    • pp.145-155
    • /
    • 2022
  • North Korean defectors are experiencing economic hardship due to the prolonged COVID-19 outbreak. In order to solve this problem, interest in starting a business is increasing. This study targeted the current and previous government, and discovered major topics through text mining of news data on North Korean defector starting a business to examine the start-up support policies according to the keynote of the present regime. Additionally, key factors for successful start-ups were derived through interviews with North Korean defectors who have done them. As a result of the analysis, it is necessary to focus on women and the youth, and to actively expand specialized entrepreneurship education and financial support for North Korean defectors. In addition, it was confirmed that there is a need for a practical and continuous entrepreneurship education program.

Probability and statistics in public secondary school teacher employment exam (확률 및 통계와 교원임용시험)

  • Oh, Kwangsik
    • Journal of the Korean Data and Information Science Society
    • /
    • v.28 no.6
    • /
    • pp.1539-1545
    • /
    • 2017
  • In this paper, we analyze and discuss the trend of the probability and statistics problems that have been made in the public secondary school teacher employment exam for mathematics teachers. In order to properly teach the national mathematics curriculum in 2015 in terms of content and function, we investigate the probability and statistics contents that a mathematics teachers should know. We also analyze the contents and trends of the items that have been submitted for 15 years in public secondary school teacher employment exam, and discuss the contents, scope, level and direction of the future contents. In conclusion, considering the significance of the Big Data in the 4th industrial revolution, the problems of statistical thinking of data and probability, exploratory data analysis, sample survey, and statistical inference are needed more.

A Study on Action Plans for Maintaining and Improving Service Quality Levels in Public Fields (공공영역의 서비스 품질 유지 및 수준 향상을 위한 실행 방안에 관한 연구)

  • Pyun, Jebum
    • Journal of Korea Society of Industrial Information Systems
    • /
    • v.27 no.2
    • /
    • pp.101-113
    • /
    • 2022
  • The intensification and acceleration of severe competition among companies due to the advancement of the service industry have raised the quality level of services required by consumers, and these circumstances also have a significant impact on the public fields' service provision environment, which has to take into account the rapidly changing technologies along with the special situation of COVID-19. Thus, this study examines the applicability of the educational material based on the framework for public service quality management in accordance with 『ISO18091:2019』 developed by MOIS(the ministry of interior and safety), through a survey after training workers in public institutions. This study also provides some implications and guidelines that should be considered to increase the level of public service quality from the following three perspectives: i) data utilization and verification, ii) broadness of public services, and iii) the size and capability of service provider according to the results of field studies conducted with public sector employees who participated in actual improvement activities.

A Study on the Intention of Continuing Use of Online Community in High School Students (고등학생의 온라인 커뮤니티 지속사용의도에 대한 연구)

  • Moon, Jae-Young;Lee, Sae-Bom;Choe, Ho-Seong
    • Proceedings of the Korean Society of Computer Information Conference
    • /
    • 2019.01a
    • /
    • pp.195-196
    • /
    • 2019
  • 온라인 커뮤니티는 사용자들의 상호작용을 기반으로 생성된 컨텐츠(member-generated content)를 그 핵심가치로 제시하고 있으며, 이용자들은 소통의 장으로써 온라인 커뮤니티 내에서 정보획득, 교육자료 공유 등 다양한 혜택을 누릴 수 있다. 최근 2년 페이스북과 카카오스토리, 밴드 등과 같은 대표적인 소셜 네트워크 서비스(SNS) 이용자 수가 감소한 반면, 온라인 커뮤니티만 상승세를 보이고 있다. 따라서 본 연구에서는 여자고등학생들을 대상으로 고등학생들의 온라인커뮤니티 이용 실태와 이용하는 의도를 살펴보고자 한다. 연구를 위해 정보품질, 커뮤니티 정보의 신뢰성, 학습 혜택, 사회적 혜택, 자아존중감 혜택, 쾌락적 혜택, 경제적 혜택, 신뢰, 몰입 그리고 지속사용의도와 관련된 설문을 실시하였다.

  • PDF