테크놀로지 활용 교육정책의 현황과 과제: 토픽모델링을 중심으로

Identifying Trending Issues in Educational Policy Involving Technology Through Topic Modeling

초록

This study identifies major issues and characteristics in government education policy involving technology from the past 20 years and explores changes in core policies by each presidential administration. We selected 194 press releases related to education policy involving technology, from among 5,780 Ministry of Education press releases across four administrations from 2003 to 2022. We analyzed the data from the press releases using topic modeling. After converting the text of the press releases into a standardized structure, topics were determined based on key words derived from TF-IDF analysis through a 2-mode network. The analysis results were visualized as a keyword network map. Major findings are as follows. First, in the Roh Moo-hyun and Lee Myung-bak administrations, major policy topics were related to ‘digital textbooks’ and ‘cyber home learning.’ Second, in the Park Geun-hye administration, major topics were the ‘introduction of K-MOOC’ and ‘software education’. Third, in the Moon Jae-in administration, key topics were ‘software education’, ‘edu-tech’, and ‘AI education’ based on the ‘Korean New Deal’ policy. Last, a common topic in all four governments has been the construction and advancement of ‘ICT-based education infrastructure’. Based on these results, implications for future technology education policies are presented, and limitations and possible follow-up studies are discussed.

키워드

TechnologyEducation policyText miningTopic modeling테크놀로지교육정책텍스트마이닝토픽모델링
제목
테크놀로지 활용 교육정책의 현황과 과제: 토픽모델링을 중심으로
제목 (타언어)
Identifying Trending Issues in Educational Policy Involving Technology Through Topic Modeling
저자
최예림신서경
DOI
10.15833/KAFEIAM.28.3.681
발행일
2022-09
저널명
교육정보미디어연구
28
3
페이지
681 ~ 706