• 제목/요약/키워드: Psychological tests

검색결과 336건 처리시간 0.023초

감정분석 기반 심리상담 AI 챗봇 시스템에 대한 연구 (A Study on the Psychological Counseling AI Chatbot System based on Sentiment Analysis)

  • 안세훈;정옥란
    • 한국IT서비스학회지
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    • 제20권3호
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    • pp.75-86
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    • 2021
  • As artificial intelligence is actively studied, chatbot systems are being applied to various fields. In particular, many chatbot systems for psychological counseling have been studied that can comfort modern people. However, while most psychological counseling chatbots are studied as rule-base and deep learning-based chatbots, there are large limitations for each chatbot. To overcome the limitations of psychological counseling using such chatbots, we proposes a novel psychological counseling AI chatbot system. The proposed system consists of a GPT-2 model that generates output sentence for Korean input sentences and an Electra model that serves as sentiment analysis and anxiety cause classification, which can be provided with psychological tests and collective intelligence functions. At the same time as deep learning-based chatbots and conversations take place, sentiment analysis of input sentences simultaneously recognizes user's emotions and presents psychological tests and collective intelligence solutions to solve the limitations of psychological counseling that can only be done with chatbots. Since the role of sentiment analysis and anxiety cause classification, which are the links of each function, is important for the progression of the proposed system, we experiment the performance of those parts. We verify the novelty and accuracy of the proposed system. It also shows that the AI chatbot system can perform counseling excellently.

유도선수의 성별, 체급 및 연령에 따른 신체적 기능과 심리적 기능의 비교 (The Compare Physical and Psychological Functioning by Sex, Weight and Age in Judo Athletes)

  • 김혜영;정은정;이병희
    • 한국콘텐츠학회논문지
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    • 제20권3호
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    • pp.678-686
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    • 2020
  • 본 연구는 유도선수의 성별, 체급 및 연령에 따른 신체적 기능과 심리적 기능을 비교하기 위해 시행되었다. 연구의 대상자는 고등학생, 대학생, 실업팀 선수 124명이 참가하였으며, 신체적 검사로 무릎기능 검사지, 발목기능 검사지, 허리 검사지를 자기 기술하여 신체적 검사를 측정하고, 심리적 검사로 기분상태 질문지, 운동선수 자기관리행동 질문지, 운동 대처기술 검사지를 측정하였다. 신체적, 심리적 기능의 성별, 체급별, 연령별 기능을 비교한 결과, 성별에 따른 신체적 검사의 결과에서는 무릎과 허리에서 남녀의 차이가 있었고, 심리적 검사에서는 기분 상태 중 활력과 자기관리행동, 스포츠 대처기술에는 차이가 있었다. 체급별 신체적 검사의 결과, 무릎의 통증과 스포츠 항목에서 체급별 차이가 있었고, 심리적 검사의 결과 기분상태는 활력을 제외한 모든 항목에서 체급별 차이가 있었다. 연령별 신체적 검사는 무릎, 발목, 허리에서 연령별 차이가 있었고, 심리적 검사의 결과, 기분상태검사 중 긴장과 활력을 제외한 모든 항목에서 차이가 있었으며, 자기관리행동 중 몸관리 문항에서만 연령별 유의한 차이가 있었다. 본 연구 결과는 향후 유도선수의 성별, 체급 및 연령에 따른 스포츠 상해 관련 훈련 프로그램 및 의학 기술 개발 관련 기초자료로 활용될 수 있을 것으로 예상한다.

외상 후 스트레스 장애 증상을 보이는 대학생의 모래놀이치료 사례연구 (A Case Study of Sandplay Therapy in a College Student with Symptoms of Post-Traumatic Stress Disorder)

  • 우희정
    • 대한가정학회지
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    • 제48권3호
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    • pp.55-69
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    • 2010
  • A college student who exhibited several post traumatic stress disorder (PTSD) symptoms was used as a case study in order to investigate the therapeutic effects of sandplay therapy for PTSD sufferers. In total, 27 sessions of the sandplay treatment program were used to conduct psychological tests before and after the sessions. Any changes in the manner of expressions on the sand box during the treatment, and the results of pre and post psychological tests on aspects of depression, anxiety and interrelationships were analyzed. Overall results showed that the subject exhibited progressive behavioral improvement and signs of recovery. Psychological tests revealed reduced levels of depression and anxiety, and improved interrelationship scores. In conclusion, sandplay therapy does exhibit positive benefits as an effective treatment modality for PTSD in adolescents and young adults.

VR 콘텐츠가 재한 중국인 유학생 아증후군적 우울 상태에 미치는 영향 연구 - 주의력회복이론을 기반으로 - (A Study on the Effect of VR Content on Sub-Syndromatic Depression of Chinese Students in Korea - Based on Attention Restoration Theory (ART) -)

  • 정선요;이연우;김치용
    • 한국멀티미디어학회논문지
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    • 제25권1호
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    • pp.124-134
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    • 2022
  • Based on existing research, the psychological state of Chinese students has become a very significant issue that needs to be resolved. In addition to paying attention to the daily life and study of Chinese students, the psychological problems of Chinese students are also worthy of attention. At the same time, if the existing psychological problems are not resolved in time, serious consequences may result. Based on the ART(Attention Restoration Theory) theory, this article uses VR (Virtual Reality) content as a medium, uses 3D modeling software to build a healing scene that helps Chinese students improve their psychological and emotional state, and presents it in a VR device. To achieve the purpose of improving the psychological and emotional state of Chinese students. According to experimental tests, the VR recovery scene constructed by this method can help improve the psychological mood of Chinese international students who already have subliminal depression. The results of independent sample T-tests after data analysis experiments show that after the intervention of the experiment, the depression of the experimental group is significantly improved compared to the control group. It is proved that the method in this study is effective for the mentality and emotion of Chinese international students who have subliminal depression. There is a significant improvement effect.

통계적 분석을 통한 우울증 변증도구와 심리검사의 상관성 연구 (Correlation between Instrument on Pattern Identification for Depression and Psychological Tests by Statistical Analysis)

  • 김환;이헌수;이은정;박준호;강위창;정인철
    • 동의신경정신과학회지
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    • 제27권3호
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    • pp.131-146
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    • 2016
  • Objectives: This study was performed to determine the correlation between Instrument on Pattern Identification for Depression and Psychological tests by Pearson Correlation Coefficient and Regression analysis.Methods: Two assessors carried out the evaluation using the instrument on pattern identification for depression. They also performed the following psychological tests: Beck Depression Inventory (BDI), State-Trait Anxiety Inventory (STAI), State-Trait Anger Expression Inventory (STAXI), the Temperament and Character Inventory (TCI), Insomnia Severity Index (ISI_Total), Self-disclosure Inventory, subjective well-being Inventory, Health perception Inventory, and Personality Assessment Inventory (PAI). A total of 167 participants who got HAM-D score over 12 were targeted for the evaluation. Our research team carried out Pearson correlation coefficient analyses and regression analysis between pattern identification for depression and Psychological tests. We listed the results by descending order and interpreted the results.Results: Pearson correlation analysis revealed the following results: 1) Stagnation of Liver Gi was associated with BDI (0.60) and STAI (0.55); 2) Dual Deficiency of the Heart and Spleen was associated with BDI (0.60), ISI_Total (0.52), and STAI (0.42); 3) Relieving stagnation of Phlegm-Gi was associated with BDI (0.65), STAI (0.54), and Subjective well-being inventory (−0.52); 4) Gi-deficiency Mingled with sputum was associated with BDI (0.50), ISI_Total (0.40), and STAI (0.395); 5) Stagnant Gi transforming into fire was associated with BDI (0.56), STAI_TR (0.51), and Health perception Inventory (−0.458); 6) Yin-Deficiency with Effulgent Fire was associated with BDI (0.55), ISI_total (0.54), and STAI (0.41).Conclusions: Through correlation analysis between Instrument on Pattern Identification for Depression and Psychological tests, we could suggest a System for Oriental Medical Diagnosis for Depression.

무조건적 자기수용 증진 프로그램의 개발과 적용 (Designing and Application of the Unconditional Self-Acceptance Development Program)

  • 김사라형선
    • 가정과삶의질연구
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    • 제23권5호
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    • pp.161-170
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    • 2005
  • The purpose of this study was to devise an Unconditional Self-Acceptance Development Program and examine the efficacy of the program on alleviating children's depression and improving psychological wellbeing. In order to test the efficacy of the developed program, Multidimensional Perfectionism Scale (MPS: Hewitt & Flett, 1991), Unconditional Self-Acceptance Questionnaire (USAQ; Chamberalain & Haaga, 2001), Children's Depression Inventory (CDI; Kovacs & Beck, 1977), and Psychological Well-Being Scale(PWBS: Seng Hee Lee, 1999) were used for pre- and post tests. The test results were analyzed using t-tests. Twelve elementary school students suffering from depression participated in eight sessions of the Unconditional Self-Acceptance Development Program, and then were compared with 13 children in the control group who did not receive the treatment. The result was as follows: the treatment group showed statistically significant improvement in unconditional self- acceptance, alleviated level of depression, and increased psychological wellbeing, in comparison with the control group. The findings of this study suggest that unconditional self-acceptance development program should be adopted as a new therapy program for children's depression and psychological wellbeing.

명상프로그램(α version) 시행 전 후의 심리유형별 HRV 변화 연구 (Research of Change of Heart Rate Variability by Psychological Types before and after Meditation Program (α Version))

  • 김근우;배효상;김지환;김병수;이필원;박성식
    • 동의신경정신과학회지
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    • 제26권2호
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    • pp.89-102
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    • 2015
  • Objectives: To examine the medical effectiveness of meditation programs ($\alpha$ version) by psychological types. Methods: MBTI, which was created by Katharine Cook Briggs and Isabel Briggs Myers, was used as the Psychological Type test and to investigate psychological temperament and functions and psychological preferences. Heart rate variability was used to test the effectiveness of meditation by investigating time domains (mean HR, SDNN, PSI) and frequence domain parameters (TP, LF, HF, LF or HF norm, Ln (TP or VLF or LF or HF). Results: 1. The autonomic nervous system became active, and both time domains and frequency domains showed positive responses to meditation in heart rate variability tests, without distinction of Psychological Types. 2. In Psychological Types using sensing over intuition for perception, there were positive responses as well as an increase of the parasympathetic nervous system's activeness to meditation for heart rate variability tests, depending on psychological temperaments and psychological functions. 3. In heart rate variability tests by preferences, there was no difference. Extroversion and Introversion types, Sensing over Intuition Types, Thinking over Feeling Types, Judging over Perception Types had an increase of activeness of the parasympathetic nervous system. Therefore, meditation has a positive physical and psychological relaxing effect. Conclusions: A complex meditation program has a positive effect on overall meditation. Especially in the MBTI test, sensing was superior to intuition when people recognized objects. The Sensing, Thinking and Judging type was more advantageous than Intuition, Feeling and Perception, respectively. In the future, a well-designed control study is needed, to develop a suitable meditation for each personality type.

Evaluation of Sleep Quality and Psychological Profiles in Patients with Chronic Painful Temporomadibular Disorders

  • Jeon, Hye-Mi;Han, Kyung-Hun;Ju, Hye-Min;Ahn, Yong-Woo;Ok, Soo-Min;Jeong, Sung-Hee
    • Journal of Oral Medicine and Pain
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    • 제45권2호
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    • pp.23-28
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    • 2020
  • Purpose: Temporomadibular disorders (TMDs) can result in chronic pain, which is often associated with psychological and sleep disturbance. Increased levels of psychological and sleep impairments are often related with poor treatment outcomes. The purpose of the present study was to evaluate clinical features, psychological profiles and the prevalence of clinical insomnia in TMD patients with chronic pain and to suggest an effective treatment approach. Methods: A total of 200 TMD patients who had visited the Pusan National University Hospital dental clinic for treatment of their pain were recruited from June 2018 through December 2019. TMD patients were classified into an acute (n=100) and chronic (n=100) group and compared the clinical symptoms. The primary diagnosis of TMD were categorized as TMD with joint pain group (TMD_J), TMD with muscle pain group (TMD_M) and TMD with joint-muscle mixed pain group (TMD_JM). Self- report measures of sleep quality and psychological profiles were evaluated via the Insomnia Severity Index (ISI) and the Korean Stress Response Inventory (SRI). Independent t-tests, Mann-Whitney U-tests, and chisquared test were used for the statistical analysis. Results: Chronic TMD patients showed higher pain intensity, as well as higher prevalence of related symptoms (headache, musculoskeletal pain) and myogenous pain. They also had significantly higher scores in all SRI parameters and a higher percentage of clinical insomnia than acute TMD patients. Conclusions: Based on the above results, psychological profiles and sleep quality assessments are necessary to provide essential data that will allow for improved treatment of chronic TMD patients.

자아존중감과 성역할태도가 심리적 복지감에 미치는 영향: 청년기 남녀를 중심으로 (The Effects of Self-Esteem and fender Role Attitudes on the Psychological Well-Being of Youth)

  • 홍성례
    • 가정과삶의질연구
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    • 제24권5호
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    • pp.37-51
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    • 2006
  • The purpose of this study was to investigate the effects of self-esteem and gender role attitudes on youth's psychological well-being. The subjects of this research were 408 young men and women. All respondents answered by self-report questionnaire. The data were analyzed with descriptive statistics, t-tests, Pearson's correlations, and multiple regressions. The major results of this study were as follows: (a) Self-esteem and psychological well-being of young men and women were high. (b) There were changes toward the non-traditional direction in gender role attitudes of the youth. The young women exhibited more non-traditional gender role attitudes than the young men. (c) Self-esteem and family socioeconomic status showed positive influences on the psychological well-being of youth. However, gender role attitudes were not associated with youth psychological well-being.

중년과 노인의 심리적 안녕감 영향요인 (Influencing of Psychological Well-Being for the Middle Aged Adults and Elderly)

  • 김미정;김귀분
    • 동서간호학연구지
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    • 제19권2호
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    • pp.150-158
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    • 2013
  • Purpose: To investigate the impact of psychological well-being on psycho-social in the elderly and middle aged Adults. Methods: A sample of the 209 elderly and 181 middle aged adults. Data analysis was done by pearson correlation coefficient and multiple regression. Results: First, there were significant differences between the groups in gender, religion, education, marital status, occupation and family coresidence in homogeneity tests. Second, psychological well-being, hope, self-esteem, depression and life satisfaction were significantly correlated each other in the both groups. Third, there were significant differences in psychological well-being, hope, self-esteem and depression between two groups. For middle aged adults self-esteem was influencing most in psychologic well-being while hope affected most for the elderly. Conclusion: Based on the results of the study, it is important to improve psychological well-being to prepare successful elderly life.