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토픽모델링을 활용한 사회문제 해결방안 모색 연구: 사회양극화와 다중격차의 관점에서
Solution to Social Problems Using Topic Modeling: From the Perspective of Social Polarization and Multiple Disparities
- 유명현;
- 임세민;
- 오서경;
- 송지훈
초록
This study aimed to extract major social problems recently discussed through social polarization and multiple disparities and interpret the related phenomena. Specifically, social media articles from three major daily newspapers were collected and 20 major topics were identified using Latent Dirichlet Allocation (LDA) as a method for topic modeling and interpretation. In addition, the tendency of topics was predicted by confirming changes in topics over time. Finally, the implications and research limitations are discussed.
키워드
토픽모델링; 사회양극화; 다중격차; 사회문제; 사회기사; Topic Modeling; Social Polarization; Multiple Disparities; Social Problems; Social Article
- 제목
- 토픽모델링을 활용한 사회문제 해결방안 모색 연구: 사회양극화와 다중격차의 관점에서
- 제목 (타언어)
- Solution to Social Problems Using Topic Modeling: From the Perspective of Social Polarization and Multiple Disparities
- 저자
- 유명현; 임세민; 오서경; 송지훈
- 발행일
- 2023-08
- 저널명
- 디지털컨텐츠학회논문지
- 권
- 24
- 호
- 8
- 페이지
- 1741 ~ 1751