• Title/Summary/Keyword: 텍스트의 정신분석

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A Child Emotion Analysis System using Text Mining and Method for Constructing a Children's Emotion Dictionary (텍스트마이닝 기반 아동 감정 분석 시스템 및 아동용 감정 사전 구축 방안)

  • Young-Jun Park;Sun-Young Kim;Yo-Han Kim
    • The Journal of the Korea institute of electronic communication sciences
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    • v.19 no.3
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    • pp.545-550
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    • 2024
  • In a society undergoing rapid change, modern individuals are facing various stresses, and there's a noticeable increase in mental health treatments for children as well. For the psychological well-being of children, it's crucial to swiftly discern their emotional states. However, this proves challenging as young children often articulate their emotions using limited vocabulary. This paper aims to categorize children's psychological states into four emotions: depression, anxiety, loneliness, and aggression. We propose a method for constructing an emotion dictionary tailored for children based on assessments from child psychology experts.

구조생성기호학적 관점에서의 디지털게임의 의미생성방식 연구 - 스타크래프트, 리니지, 스페셜포스에 대한 분석을 중심으로 -

  • Park, Tae-Sun
    • 한국게임학회지
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    • v.6 no.1
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    • pp.41-43
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    • 2009
  • 게임에서의 텍스트를 추출하고 이를 분석하고자 하였다. 기본적으로 그레마스의 구조생성기호학을 활용하여 텍스트를 분석하고자 하였는데, 연구방법론에서는 현상학, 해석에서는 정신분석학의 이론에서도 도움을 받았다. 구체적인 분석대상으로는 온라인게임인 스타크래프트, 리니지, 스페셜포스를 선택하였다. 연구문제는 이들 세 게임의 의미생성방식에 대한 탐구로 구성되었다. 각 게임의 의미생성방식은 구조생성기호학의 세 가지 층위에서 구분되어 연구되었다. 즉, 심층구조, 기호-설화구조, 담화구조의 세층위로 전환, 발화되면서 점진적으로 의미가 풍성해지는 과정이 탐구되었다. 각 게임의 차이, 나아가 게임 장르간의 차이는 주로 심층 수준의 차이에서 기인한다고 보인다. 이들 게임의 주요 공통점이자, 다른 매체와의 차이점은 행동자 모델에서 두드러지는데, 바로 이용자가 스스로 주체의 위치를 점하게 되는 것이다. 상호작용성으로 대변되는 게임의 특성은 이용자의 텍스트로의 적극적인 개입을 할 수 있게끔 한다. 이러한 적극적인 개입은 이용자가 스스로 텍스트의 주체가 되도록 허용하는데, 주체가 된다고 함은 곧 스스로의 욕망을 직접 대상에 투사하면서 텍스트를 창출함을 의미한다. 바로 이러한 점이 게임의 의미생성방식의 큰 특징이며 다른 매체들과의 주요한 차이점이기도 하다. 더불어 게임이 우리 문화와 사회에 커다란 영향을 미칠 수 있는 기제임이 입증되는 것이기도 하다.

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Analysis of the Severity of Self-Esteem Reduction Using Text Mining (텍스트 마이닝을 이용한 자존감 저하의 심각성 분석)

  • Kim, Beom-su;Hwang, Yeong-bin
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.05a
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    • pp.47-51
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    • 2021
  • In this study, we try to find out and analyze the results of reduced self-esteem and loss using text mining. Physical health is important, of course, but these days, mental health is considered more important. In order for the mind to be healthy, it is important to have self-esteem and self-confidence first. Self-esteem decreases, and if lost, it directly leads to depression. If depression is severe, the worst will lead to self-harm and suicide. However, more and more people are committing suicide these days because both ordinary people and entertainers cannot overcome depression. For this reason, the seriousness of depression and loss of self-esteem are also considered important and become an issue. Therefore, we want to collect data for a certain period of time through Naver, Instagram, and Twitter searches and extract the words of the data to anticipate and analyze the cause of loss of self-esteem, how serious the recent depression is, and what the consequences of loss of self-esteem are.

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A Deep Learning-based Depression Trend Analysis of Korean on Social Media (딥러닝 기반 소셜미디어 한글 텍스트 우울 경향 분석)

  • Park, Seojeong;Lee, Soobin;Kim, Woo Jung;Song, Min
    • Journal of the Korean Society for information Management
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    • v.39 no.1
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    • pp.91-117
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    • 2022
  • The number of depressed patients in Korea and around the world is rapidly increasing every year. However, most of the mentally ill patients are not aware that they are suffering from the disease, so adequate treatment is not being performed. If depressive symptoms are neglected, it can lead to suicide, anxiety, and other psychological problems. Therefore, early detection and treatment of depression are very important in improving mental health. To improve this problem, this study presented a deep learning-based depression tendency model using Korean social media text. After collecting data from Naver KonwledgeiN, Naver Blog, Hidoc, and Twitter, DSM-5 major depressive disorder diagnosis criteria were used to classify and annotate classes according to the number of depressive symptoms. Afterwards, TF-IDF analysis and simultaneous word analysis were performed to examine the characteristics of each class of the corpus constructed. In addition, word embedding, dictionary-based sentiment analysis, and LDA topic modeling were performed to generate a depression tendency classification model using various text features. Through this, the embedded text, sentiment score, and topic number for each document were calculated and used as text features. As a result, it was confirmed that the highest accuracy rate of 83.28% was achieved when the depression tendency was classified based on the KorBERT algorithm by combining both the emotional score and the topic of the document with the embedded text. This study establishes a classification model for Korean depression trends with improved performance using various text features, and detects potential depressive patients early among Korean online community users, enabling rapid treatment and prevention, thereby enabling the mental health of Korean society. It is significant in that it can help in promotion.

A study on the life history of Women with Mental disorders who Experienced divorce (이혼을 경험한 여성정신장애자의 생애사 연구)

  • Mi-yeon Hong
    • Journal of the Health Care and Life Science
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    • v.9 no.2
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    • pp.317-326
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    • 2021
  • The purpose of this study is to understand more deeply the life of a woman with mental disabilities who experienced divorce through oral data analysis and to derive a therapeutic plan. Women with mental disorders diagnosed with depression and panic disorder participated in the study, and the text for life history analysis consisted of oral data interviews. Based on the life history analysis framework proposed by Mandelbaum (1973), the text was analyzed into three conceptual frameworks: 'Dimensions', 'Turning point', and 'Adaptation'. As a result of data analysis, the 'Dimensions' was analyzed as "Abandoned child", "The onset of mental illness", "Religion", and "Crime". In the 'Turning point' analysis, "Divorce" and "Life separation" were analyzed, and "Adaptation" was derived as "Rationalization". Based on the results of this study, a therapeutic intervention plan was proposed for the life of a female mentally disabled woman who has experienced divorce.

Text Mining Driven Content Analysis of Social Perception on Schizophrenia Before and After the Revision of the Terminology (조현병과 정신분열병에 대한 뉴스 프레임 분석을 통해 본 사회적 인식의 변화)

  • Kim, Hyunji;Park, Seojeong;Song, Chaemin;Song, Min
    • Journal of the Korean Society for Library and Information Science
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    • v.53 no.4
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    • pp.285-307
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    • 2019
  • In 2011, the Korean Medical Association revised the name of schizophrenia to remove the social stigma for the sick. Although it has been about nine years since the revision of the terminology, no studies have quantitatively analyzed how much social awareness has changed. Thus, this study investigates the changes in social awareness of schizophrenia caused by the revision of the disease name by analyzing Naver news articles related to the disease. For text analysis, LDA topic modeling, TF-IDF, word co-occurrence, and sentiment analysis techniques were used. The results showed that social awareness of the disease was more negative after the revision of the terminology. In addition, social awareness of the former term among two terms used after the revision was more negative. In other words, the revision of the disease did not resolve the stigma.

The Discourse associated with mental illness on TV documentaries : The Completion of Distinction (TV 다큐멘터리가 생성한 정신장애 담론 : 구별짓기의 완성)

  • Chang, Hae Kyung;Woo, Ah Young
    • Korean Journal of Social Welfare Studies
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    • v.42 no.1
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    • pp.179-217
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    • 2011
  • This paper discusses the type of discourse associated with mental illness and individuals with mental illness in the context of TV documentary. Discourse is an linguistic product which prescribes and interprets the reality and reconstructs the reality systematically. Therefore, TV documentary contents illuminate the dominant discourse associate with mental illness through the diverse types of representation. We picked four TV documentaries from each public channels and analyzed these documentaries using Fairclough's Critical Discourse Analysis. Faircough suggests the analysis frame consisting of three level. The analysis reveals that TV documentaries produce the discourse "the Completion of Distinction" associated with mental illness and individuals with mental illness. TV documentaries suggest the reason why we distinct them from us in textual level. In discourse practice level, they suggest the method and the principal agent of distinction. For social practice, TV documentaries reinforce the dual attitude of viewer. Alternative discourse associated with mental illness and individuals with mental illness will be constructed when individuals with mental illness recovers the status of principal agents and produces strong voices about themselves.

The Metaphorical Structure of the Text (텍스트의 은유적 구조)

  • Park, Chan-Bu
    • Journal of English Language & Literature
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    • v.57 no.5
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    • pp.871-887
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    • 2011
  • In Lacanian terms, the real, which is a non-representative Ding an sich, is indirectly approachable only in and through language. This 'speaking of the real' is made possible through a restoration of the missing link between one signifier, S1 and another signifier, S2, as is manifested in the Lacanian formula of metaphor. In Freudian terms of textual metaphor, the missing link is restored by substituting a new edition for an old edition of one's historical text of life. This is what this essay means by the metaphorical/dualistic structure of the analytic/literary text. And this is a way of talking about an intertextuality between literature and psychoanalysis in the sense of the 'text as psyche' and the 'psyche as text.' Applying the 'signifying substitution' to the Oedipus complex, the Oedipal child can find a meaning(s), "my erotic indulgement with my Mom is wrong" by metaphorically substituting S2: the Name of the Father for S1: the Desire of the Mother. This meaning leads to the constitution of the human subject and the formation of the incest taboo, one of the most significant distinctive features of the human being as distinguished from the animals. We can see a similar metaphorical structure of S1-S2 taking place in the literary texts such as Macbeth and "Dover Beach": in the course of the stage of life being substituted for the primal scene in the former, and the plain of Tucydides for a bed scene in the latter, respectively.

Institutional Ethnography on Organization of Case Management Practice at a Mental Health Center (정신보건센터 사례관리 실천의 조직화에 관한 제도적 문화기술지)

  • Ha, Ji Seoun
    • Korean Journal of Social Welfare
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    • v.68 no.4
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    • pp.199-224
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    • 2016
  • This study is a research that investigated organization of case management practice at a mental health center. For organization research of case management practice, this study applied the research method of Institutional Ethnography, and analyzed 'work knowledge' and 'texts' data which were obtained through field work that lasted 3 months with 11 study participants. The analysis is not interpretation of the researcher, but it is work that assembles 'work knowledge' of field workers until they reach discovering institutions that organize case management practice. As a result of this study, case management practice of the mental health center was being standardized as 'a service that is biased towards symptom management without comprehensive and continual resources links' by new public management theory, bio-medicine discussion, 'standardization policy', 'treatment rate improvement policy', 'performance-based budget system', 'performance evaluation system' and 'continual linkage policy', mediating texts. This is a different outcome from usefulness of case management that is claimed to support politically.

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About the Post-Cinematic Characteristics and Desire Shown in a Film (영화 <파란만장>에 나타난 욕망과 포스트시네마적인 특성에 대하여)

  • Son, Seong-Woo
    • Journal of Korea Entertainment Industry Association
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    • v.13 no.3
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    • pp.121-129
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    • 2019
  • This study aims to focus on the text analysis, production methods of text, and reproduction of production methods, based on a film (2010) taken by mobile devices. As a digital film in which the objects and images have no characteristics of index, this work has the post-cinematic attributes in the aspect of consumers' recipience. This thesis paid attention to the interactions between essential change and production/consumption throughout the whole film culture in the receptive aspect. Just as the main character is a mediator-shaman in the film, this film works as a mediating position of cinematic possibility. In this film, there are different kinds of mediation such as mediation of shaman inside the text, mediation of film in the relationship between text and consumers, and consumers' instrumental desire for others'tool outside the text. Outside the text, this relevant film stimulates the imitation desire of consumer subjects as others. In other words, this is connected to the desire of consumers who aim to create a digital film through mobile devices as an author. This is connected to Simondon's thinking in which such technical objects not only generate new relationships, but also become a revolutionary seed that newly collectivizes human society.