토픽 레이블링을 위한 토픽 키워드 산출 방법

A Method of Calculating Topic Keywords for Topic Labeling
  • 김은회
  • 서유화

초록

Topics calculated using LDA topic modeling have to be labeled separately. When labeling a topic, we look at the words that represent the topic, and label the topic. Therefore, it is important to first make a good set of words that represent the topic. This paper proposes a method of calculating a set of words representing a topic using TextRank, which extracts the keywords of a document. The proposed method uses Relevance to select words related to the topic with discrimination. It extracts topic keywords using the TextRank algorithm and connects keywords with a high frequency of simultaneous occurrence to express the topic with a higher coverage.

키워드

LDATopic ModelTopic LabelRelevanceTextRank
제목
토픽 레이블링을 위한 토픽 키워드 산출 방법
제목 (타언어)
A Method of Calculating Topic Keywords for Topic Labeling
저자
김은회서유화
DOI
10.17662/ksdim.2020.16.3.025
발행일
2020-09
저널명
(사)디지털산업정보학회 논문지
16
3
페이지
25 ~ 36