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행복ㆍ불행 관련 요인에 대한 토픽모델링 분석 연구
A Study of Factor regarding Happiness and Unhappiness On Topic Modeling

  • 간행물
    한국경영정보학회 정기 학술대회 바로가기
  • 권호(발행년)
    2015년 한국경영정보학회 추계학술대회 (2015.11) 바로가기
  • 페이지
    pp.577-591
  • 저자
    양승준, 이보연, 김희웅
  • 언어
    한국어(KOR)
  • URL
    https://www.earticle.net/Article/A256867

원문정보

초록

영어
Recently, Korean's happiness index appeared to be poor as 27 of 36 countries surveyed total OECD. Although Korea experienced an exceptional economic growth among all over the world, its happiness level is not so high. Therefore, in this paper, we collected various web data through searching our own 27 keywords based on Alderfer's ERG Theory. Also, we tried to know which subjects are related to happiness and unhappiness using LDA topic modeling. We supposed each keyword contains one topic, and tried to gain the meaning from them. We extracted 89,127 data from 2013 to 2014 and performed topic modeling. The condition of the happiness and unhappiness were the top topics extracted each field. We analyzed the condition of the happiness and unhappiness more in detail and extracted several topics such as economic power, family, mental attitude etc. Therefore, we can understand the subjects which are Korean’s happiness and unhappiness as well as proposing the practical methods that shall enhance happiness or relieve unhappiness.

목차

Abstract
 I. 서론
 II. 개념적 배경
  2.1. 행복과 불행에 관한 연구
  2.2. 토픽모델링 관련 선행 연구
 III. 연구 방법
  3.1. 데이터 수집
  3.2. 데이터 전처리
  3.3 .데이터 분석
 IV. 연구결과 및 제안
  4.1. 행복 주제 구성 분석
  4.2. 불행 주제 구성 분석
  4.3. 행복 증진 및 불행 경감 방안 제안
 V. 학술적•실무적 시사점
  5.1. 학술적 시사점
  5.2. 실무적 시사점
 VII. 결론
 References

저자

  • 양승준 [ 연세대학교 정보대학원 ]
  • 이보연 [ 연세대학교 정보대학원 ]
  • 김희웅 [ 연세대학교 정보대학원 ]

참고문헌

자료제공 : 네이버학술정보

    간행물 정보

    • 간행물
      한국경영정보학회 정기 학술대회 [KMIS Conference]
    • 간기
      반년간
    • 수록기간
      1990~2025
    • 십진분류
      KDC 325 DDC 658