• Title/Summary/Keyword: 불행

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An Exploratory Study of Happiness and Unhappiness Among Koreans based on Text Mining Techniques (텍스트마이닝 기법을 활용한 한국인의 행복과 불행 탐색연구)

  • Park, Sanghyeon;Do, Kanghyuk;Kim, Hakyeong;Park, Gaeun;Yun, Jinhyeok;Kim, Kyungil
    • The Journal of the Korea Contents Association
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    • v.18 no.7
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    • pp.10-27
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    • 2018
  • The purpose of this study is to explore the meaning of happiness and unhappiness in Korean society through text mining analysis. Similar words with keywords(happiness/unhappiness) from online news portal are extracted using Word2Vec and TF-IDF method. We also use the K-LIWC dictionary to perform the sentiment analysis of words associated with happiness and unhappiness. In TF-IDF analysis, happiness and unhappiness are highly related to social factors and social issues of the year. In Word2Vec analysis, 'Hope' has been similar with happiness for six years. In K-LIWC analysis, 'money/financial issues', 'school', 'communication' is highly related with happiness and unhappiness. In addition, 'physical condition and symptom' is highly related to unhappiness. Implications, limitations, and suggestions for future research are also discussed.

Longitudinal and Complex Influence of Academic Strain on Unhappiness and Mobile Phone Dependency among Adolescents using Latent Growth Model (잠재성장모형을 사용한 청소년의 학업긴장이 불행감과 휴대전화 의존에 미치는 종단적·복합적 영향 분석)

  • Jun, Sang-min
    • Journal of Digital Convergence
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    • v.14 no.12
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    • pp.293-302
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    • 2016
  • The study explores how academic strain, unhappiness, and mobile phone dependency among adolescents have changed over time. And we conducted the longitudinal and complex analysis on the influence of academic strain on unhappiness and mobile phone dependency in order to search the ways to prevent a vicious circle among them. We used general strain theory as a conceptual research frame and analysed the data of 1,589 respondents of the 2nd~4th Korean Children and Youth Panel with latent growth modeling. It was found that the levels of academic strain, unhappiness, and mobile phone dependency among adolescents were linearly increased across time. Academic strain initial status positively affected unhappiness initial status and both the initial status and change rate of mobile phone dependency. The change rate of unhappiness positively affected that of mobile phone dependency. Academic strain change rate positively influenced that of mobile phone dependency mediated by unhappiness change rate. We provided useful implications to academic activities, negative emotions, and mobile phone dependency for adolescents and suggested future studies about reasons of the changes of those variables.

A Topic Modeling Approach to the Analysis of Seniors' Happiness and Unhappiness in Korea (토픽 모델링 기반 한국 노인의 행복과 불행 이슈 분석)

  • Dong ji Moon;Dine Yon;Hee-Woong Kim
    • Information Systems Review
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    • v.20 no.2
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    • pp.139-161
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    • 2018
  • As Korea became one of the oldest countries in the world, successful aging emerged as an important issue to individuals as well as to society. This study aims to determine not only the Korean seniors' happiness and unhappiness factors but also the means to enhance their happiness and deal with unhappiness. We collected news articles related to the happiness and unhappiness of seniors with nine keywords based on Alderfer's ERG Theory. We then applied a topic modeling technique, Latent Dirichlet Allocation, to examine the main issues underlying the seniors' happiness and unhappiness. According to the analysis, we investigated the conditions of happiness and unhappiness by inspecting the topics based on each keyword. We also conducted a detailed analysis based on the main factors from topic modeling. We proposed specific ways to increase and overcome the happiness and unhappiness of seniors, respectively, in terms of government, corporate, family, and other social welfare organizations. This study indicates the major factors that affect the happiness and unhappiness of seniors. Specific methods to boost happiness and relief unhappiness are suggested from the additional analysis.

탄생

  • HwangBo, Seung-Nam
    • The Science & Technology
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    • no.4 s.407
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    • pp.14-19
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    • 2003
  • 봄은 탄생의 계절이다. 성경에 따르면 인간은 이른바 '지식의 나무'의 열매를 먹은 죄로 인해 행복한 에덴의 삶으로부터 추방당했다. 그렇다면 인간의 불행은 알려고 하는 데서 시작된 것이란 말인가? 우리말의 '아름답다'는 본래 '앎(知)'에서 온 말이다. 앎의 학문인 과학은 우리에게 아름다움과 불행을 동시에 안겨준다. 탄생은 이렇듯 생태적으로 양면성을 자고 있다. 그러나 그것은 또한 인간이 선택할 수 없는 숙명이다.

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Relationship between Health Behavior and Subjective Unhappiness in High School Students (고등학생의 건강행태와 주관적 불행감의 상호관련성)

  • Park, Sunu;Kim, Sang-A;Park, Woong-Sub
    • Journal of agricultural medicine and community health
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    • v.42 no.2
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    • pp.87-96
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    • 2017
  • Objectives: We studied the relationship between health behavior and subjective unhappiness in high school students. Methods: Using 27,097 responses from the 2015 Korea Youth Risk Behavior Web-based Survey for general high school students. we analyzed by multiple logistic regression based on the complex sample design Results: Unhappiness was positively related with the low economic status, smoking, drinking, fast foods intake, and negatively related with fruit intake in results of multiple logistic regression. Conclusion: Health behaviors have a significant impact on the unhappiness of high school students. Therefore, in-depth research and policies to decrease unhappiness of high school students through health promotion are required.