• Title/Summary/Keyword: Big Data Curriculum

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Accounting Education in the Era of Information and Technology : Suggestions for Adopting IT Related Curriculum (기술정보화(IT) 시대의 회계 교육 : IT교과와의 융합교육의 제안)

  • Yoon, Sora
    • Journal of Information Technology Services
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    • v.20 no.2
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    • pp.91-109
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    • 2021
  • Recently, social and economic environment has been rapidly changed. In particular, the development of IT technology accelerated the introduction of databases, communication networks, information processing and analyzing systems, making the use of such information and communication technology an essential factor for corporate management innovation. This change also affected the accounting areas. The purpose of this study is to document changes in accounting areas due to the adoption of IT technologies in the era of technology and information, to define the required accounting professions in this era, and to present the efficient educational methodologies for training such accounting experts. An accounting expert suitable for the era of technology and information means an accounting profession not only with basic accounting knowledge, competence, independency, reliability, communication skills, and flexible interpersonal skills, but also with IT skills, data utilization and analysis skills, the understanding big data and artificial intelligence, and blockchain-based accounting information systems. In order to educate future accounting experts, the accounting curriculum should be reorganized to strengthen the IT capabilities, and it should provide a wide variety of learning opportunities. It is also important to provide a practical level of education through industry and academic cooperation. Distance learning, web-based learning, discussion-type classes, TBL, PBL, and flipped-learnings will be suitable for accounting education methodologies to foster future accounting experts. This study is meaningful because it can motivate to consider accounting educational system and curriculum to enhance IT capabilities.

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
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    • v.28 no.6
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    • pp.1539-1545
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    • 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.

What Practical Knowledge Do Teachers Share on Blogs? An Analysis Using Text-mining

  • LEE, Dongkuk;KWON, Hyuksoo
    • Educational Technology International
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    • v.23 no.1
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    • pp.97-127
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    • 2022
  • With the recent advancement of technology, there has been an increase in professional development activities, including teachers using blogs to share practical knowledge and reflect on teaching and learning. This study was conducted to identify the contents of practical knowledge shared through the K-12 teachers' blogs. To achieve the research objective, 70,571 blog posts were collected from 329 blogs of K-12 teachers in Korean and analyzed using text mining techniques. The results of the study are as follows. First, practical knowledge sharing activities using teacher blogs have increased. Teachers posted a lot of blogs during the semester. Second, primary school teachers share various curriculum activities, reflections on project classes, class management, opinions related to education, and personal. Third, secondary school teachers share summaries and reviews of curriculum, materials related to college entrance exams, various instructional materials, opinions related to education, and personal experiences on their blogs. This study suggested that blogs are widely used as a venue for sharing practical knowledge of teachers, and that blogs can be a useful way to develop professionalism.

Development of the Middle School Science Curriculum to Enhance Creative Problem-Solving Abilities (창의적 문제 해결력 신장을 위한 중학교 과학 교육과정 개발)

  • Cho, Youn-Soon;Choi, Kyung-Hee
    • Journal of The Korean Association For Science Education
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    • v.20 no.2
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    • pp.329-343
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    • 2000
  • The purpose of this study is to develop the middle school science curriculum to enhance creative problem-solving abilities. The reconstructed curriculum consisted of three big components, that is, scientific knowledge, process skills, and creative thinking skills. Five themes have been selected to incorporate with four areas of the middle school science curriculum, namely, physics, chemistry, biology, earth science. The five themes are structure, change, interaction, energy, and stability. Based upon these five themes, the individual or separated scientific knowledges of learners can be put into the unified knowledges. The process skills were observing, measuring, classifying, communicating, inferring, predicting, variable differentiating controling, data gathering analysis, establishing hypotheses, experiment design, and experimenting. Creative thinking skills include divergent and critical thinking. The finally developed curriculum is presented in the form of matrix.

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A Study on the Independent Operation of Information Education through Autonomous Subjects in Elementary Schools (초등학교에서 자율과목 편성을 통한 정보교육 독립 운영 방안)

  • Ahn, Sung Hun
    • Journal of Creative Information Culture
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    • v.7 no.1
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    • pp.43-52
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    • 2021
  • In this paper, the necessity of independent operation of information curriculum was suggested by analyzing the changes and problems of elementary school information curriculum. Also, a plan was suggested to organize autonomous subjects for autonomous activities so that information education can be independently operated in elementary schools. Autonomous activity is an extension of the concept of creative experience activities, and refers to an educational activity time in which autonomous courses or various educational activities can be freely operated by reflecting the needs of students and parents or the characteristics of the school. It means a subject that you choose to run or do not have to choose. In the case of running an independent curriculum using the discretionary time of the principal, such as voluntary activities, the "safe life" of the 1st and 2nd graders in the 2015 elementary school curriculum and the 7th junior high school curriculum operate elective courses in subject discretionary activities. One can be found. Therefore, if information education in elementary schools can be organized and operated as autonomous subjects, at least students who want to learn artificial intelligence, coding, and big data will have an opportunity to learn in public education.

Exploratory Data Analysis on the Connection of the Software Curriculum between the Primary and Secondary Curriculums and the Higher Curriculums (초중등 교육과정과 고등교육과정의 소프트웨어 교과의 연계 문제에 대한 탐색적 데이터 분석)

  • Mi-yeon Kim;Choong-ho Lee
    • Journal of Practical Engineering Education
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    • v.16 no.3_spc
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    • pp.283-290
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    • 2024
  • Software education is an important subject in the era of forth industrial evolution generation, and the number of hours is gradually expanding in Korea's elementary and secondary curriculum, and universities have also opened software-related courses to take liberal arts mandatory regardless of major. The Ministry of Education presented elementary and secondary school programming achievement standards and emphasized the connection between prerequisite subjects as educational goals. Applicants for programming classes at H University also completed information classes in elementary and secondary courses, but many students were new to programming without taking related classes. Therefore, this study analyzed the data using the survey data and achievement scores of programming learners. As a result of the analysis, information classes completed in elementary and secondary courses were not linked to higher education courses at all, and improvements for problem solving were derived. This study is meaningful as a study for effective software education in higher education courses.

Data Science Degree and Curriculum in Korea and its Implications for the Information Field (국내 데이터사이언스 학위 및 교과 운영 현황과 문헌정보학과로의 함의)

  • Park, Hyoungjoo;Lee, Heejin
    • Journal of Korean Library and Information Science Society
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    • v.53 no.3
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    • pp.431-454
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    • 2022
  • This study examined data science degree programs and courses offered by universities, and those offered by the Library and Information Science (LIS) degree programs, to understand its implications for the LIS programs in Korea. This research assessed the status of data science degrees from 439 schools using the list released by the Korea Educational Development Institute in 2022. To be specific, this study analyzed universities, colleges, majors, sub-majors, interdisciplinary majors, convergence majors, micro-degrees, nanodegrees, tracks, modules, and industry-university cooperative programs within the data science field. This research examined 1,148 courses offered by data science degree programs and 1,325 courses offered by LIS degree programs. Data science degrees in Korea offer courses such as introductory, technical, practical, applied, and in-depth subjects related to data science. Although the LIS programs in Korea do not always offer data science, the courses included topics such as the introduction to data science, database, data visualization, data curation, metadata, big data, and information technology, when courses were offered. The researchers hope the findings of this study will be useful as a starting point for the development and revisions of LIS curriculum on data science in Korea.

History and Trends of Data Education in Korea - KISTI Data Education Based on 2001-2019 Statistics

  • Min, Jaehong;Han, Sunggeun;Ahn, Bu-young
    • Journal of Internet Computing and Services
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    • v.21 no.6
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    • pp.133-139
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    • 2020
  • Big data, artificial intelligence (AI), and machine learning are keywords that represent the Fourth industrial Revolution. In addition, as the development of science and technology, the Korean government, public institutions and industries want professionals who can collect, analyze, utilize and predict data. This means that data analysis and utilization education become more important. Education on data analysis and utilization is increasing with trends in other academy. However, it is true that not many academy run long-term and systematic education. Korea Institute of Science and Technology Information (KISTI) is a data ecosystem hub and one of its performance missions has been providing data utilization and analysis education to meet the needs of industries, institutions and governments since 1966. In this study, KISTI's data education was analyzed using the number of curriculum trainees per year from 2001 to 2019. With this data, the change of interest in education in information and data field was analyzed by reflecting social and historical situations. And we identified the characteristics of KISTI and trainees. It means that the identity, characteristics, infrastructure, and resources of the institution have a greater impact on the trainees' interest of data-use education.In particular, KISTI, as a research institute, conducts research in various fields, including bio, weather, traffic, disaster and so on. And it has various research data in science and technology field. The purpose of this study can provide direction forthe establishment of new curriculum using data that can represent KISTI's strengths and identity. One of the conclusions of this paper would be KISTI's greatest advantages if it could be used in education to analyze and visualize many research data. Finally, through this study, it can expect that KISTI will be able to present a new direction for designing data curricula with quality education that can fulfill its role and responsibilities and highlight its strengths.

Analysis of Process-focused, Innovative Assessment Cases in Australia, Singapore, the U.S.A. and Korea (과정중심평가를 위한 국가별 학교 평가혁신 사례분석)

  • Kang, Jihye;Lee, Ji-Yeon
    • Journal of Information Technology Services
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    • v.18 no.3
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    • pp.143-154
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    • 2019
  • The purpose of this study is to explore innovative adaptation of IT systems worldwide to support process-focus assessment. To this end, the study presents four cases from Australia, Singapore, the U.S.A., and Korea to inform educational policy and technology researchers and practitioners. Based on comparing the four chosen cases as benchmarks, the study concluded that IT systems and technologies can expedite and improve school interventions to enhance student learning in terms of time and quality. Also, educational big data and learning analytics can be used to systematically monitor and communicate individual student's progress among school stakeholders (i.e., teachers, students, parents, and administrators). Lastly, the study made some suggestions to support process-focused assessment in schools as following : 1) A more evidence-based, systems approach is needed to integrate the curriculum, instruction, and assessment to bridge the gap between educational policy and school practice; 2) It is critical to create ICT-friendly school environments so that meaningful data could be collected, analyzed, and stored from individual students and school units; 3) Teacher professional development is another area that needs special considerations and support to successfully implement process-focused assessment in schools.

A Survey of the State-of-the-Art in Korean Commercial IoT Services for deriving Core elements of Curriculum for Major Courses of IoT using RaspberryPi3 (라즈베리파이3 활용 IoT 교육과정 핵심요소 도출을 위한 한국의 상용 서비스 현황 고찰)

  • Lee, Kang-Hee;Ganiev, Asilbek
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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    • v.7 no.4
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    • pp.623-630
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    • 2017
  • This paper surveys the state-of-the-art in korean commercial Internet of Things(IoT) services for deriving the core elements of a curriculum for major courses of IoT using RaspberryPi3. First, we survey the state-of-the-art of IoT researches and commercial services in three korean major telecommunication corporations such as Korean Telecommunications (KT), LGU+ Telecommunication (LGT), and SK Telecommunication(SKT). Second, we consider the components and advantages of the RaspberryPi3 which is popular as a representative educational tool. Concludingly, this paper derives the core elements of curriculum for major courses of IoT using RaspberryPi3 from above both processes. The corresponding elements consist of platforms, hardwares, softwares, and big-data network. Based on the important design elements of the IoT curriculum using Raspberry Pie 3, we taught embedded system course to junior students for one semester. It was successfully completed and more than 90% students were satisfied with its contents and amounts.