DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | Lee, Wonjae | - |
dc.contributor.advisor | 이원재 | - |
dc.contributor.advisor | Cha, Meeyoung | - |
dc.contributor.advisor | 차미영 | - |
dc.contributor.author | Kang, Seungche | - |
dc.date.accessioned | 2019-08-28T02:46:32Z | - |
dc.date.available | 2019-08-28T02:46:32Z | - |
dc.date.issued | 2018 | - |
dc.identifier.uri | http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=828472&flag=dissertation | en_US |
dc.identifier.uri | http://hdl.handle.net/10203/266044 | - |
dc.description | 학위논문(석사) - 한국과학기술원 : 문화기술대학원, 2018.8,[iii, 23 p. :] | - |
dc.description.abstract | As more people turn online for news, there are more opportunities and a wider platform to share unregulated comments, which may lead to more instances of personal attacks and verbal abuse. Our study aims to classify hate speech in news comments and construct a dictionary of Korean hate speech. We used comments from daily ranking news in four sections of the news portal. We build a Korean hate speech dictionary that uses a word embedding technique, and we implement the classification of hate speech through various machine learning algorithms comparison. Then we present the optimal model by comparing bag-of-words and dictionary based methods. The results of this study can be used as a fundamental study for identifying Korean hate speech. | - |
dc.language | eng | - |
dc.publisher | 한국과학기술원 | - |
dc.subject | hate speech▼ahate speech classification▼ahate speech dictionary▼adictionary-based classification▼ahate speeh analysis | - |
dc.subject | 혐오 발언▼a혐오 발언 분류▼a혐오 단어 사전▼a단어 기반 분류▼a혐오 발언 분석 | - |
dc.title | (A) study on constructing dictionary for Korean hate speech classification | - |
dc.title.alternative | 한글 혐오 발언 분류를 위한 사전 구축 연구 : 온라인 뉴스 댓글을 중심으로 | - |
dc.type | Thesis(Master) | - |
dc.identifier.CNRN | 325007 | - |
dc.description.department | 한국과학기술원 :문화기술대학원, | - |
dc.contributor.alternativeauthor | 강승체 | - |
dc.title.subtitle | focusing on online news comments | - |
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