• 제목/요약/키워드: Self-Attention

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주부의 가치와 친환경적 행동 (Values and Pro-Environmental Behaviors of Homemakers)

  • 장혜연
    • 대한가정학회지
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    • 제35권3호
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    • pp.1-13
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    • 1997
  • Recently, much of attention has been given to the role of values in pro-environmental behaviors. The reasons are that most of environmental pollution comes from the home-living and polluting behavior is motivated by the undesirable value pursuing self-interests. This study is designed to investigate the effect of values on environmental behaviors. The results of this study are as following: Homemakers' value structure had 'self-transcendence·conservation' value, 'self-enhancement·conservation' value and 'openness-to-change' value as value factors. And the homemakers thought of self-transcendence·conservation value as "most important" and self-enhancement·conservation value as "not important". Consequently, homemakers had a tendency to do more pro-environmental behaviors when they perceived self-transcendence·conservation value as "more important value", while they did less when they regarded self-enhancement·conservation value as "more important". Therefor self-transcendence·whereas self-enhancement·conservation value is a negative predictor. Especially, self-transcendence·conservation value had more influence on pro-environmental behaviors than self-enhancement·conservation value.

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우울감을 주소로 내원한 환자들에서 주의력 결핍/과잉행동장애 증상의 공존율 분석 (Analysis of Coexistence Rates of Attention Deficit/Hyperactivity Disorder Symptoms in Patients with Depression)

  • 정미영;박서영;김정호;임우영;이연정
    • 정신신체의학
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    • 제27권2호
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    • pp.147-154
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    • 2019
  • 연구목적 우울증 환자들에게서는 부주의를 포함한 인지기능 저하는 흔히 동반된다. 우울증 환자들에게서 나타나는 부주의 증상은 주의력결핍/과잉행동장애(Attention Deficit/Hyperactivity Disorder, ADHD)에게서 나타나는 증상과 유사한 양상을 보인다. 부주의 증상의 원인에 따라 치료가 달라지므로 두 질환을 정확히 진단하는 것이 중요하다. 본 연구에서는 우울감을 주소로 내원한 환자들에서 ADHD 증상의 공존율과 증상 별 상관관계를 알아보고자 한다. 방 법 2015년 3월~2018년 7월까지 우울감을 주소로 순천향대학교 부속 서울병원 정신건강의학과 외래에 내원한 158명의 환자를 대상으로 하였다. 모든 대상자들은 사회인구학적 특성(연령, 성별, 학력, 직업), 한국판 역학연구센터 우울척도(The Center for epidemiological Studies-Depression Scale, CES-D), 성인 주의력결핍과잉 행동장애 자기보고척도(Adult Attention Deficit/Hyperactivity Disorder self-report scale-V 1.1, ASRS-V 1.1), 한국판 코너스 성인 ADHD 평정척도(Korean-Conners' Adult ADHD Rating Scale, K-CAARS)를 수행하였다. 우리는 우울증군과 비우울증군을 CES-D점수로 분류하였으며, 자료처리는 기술통계분석, 교차분석, t-tests, 피어슨 상관분석을 실시하였다. 결 과 성인 ADHD 증상 공존율은 우울증군에게서 36.7%로 높았다(p-value<0.001). K-CAARS에서 ADHD 증상 정도는 우울증군(Inattention=1.80, Hyperactivity=1.92, Impulsivity=1.56, Self-concept=2.06)이 비우울증군(Inattention=1.28, Hyperactivity=1.25, Impulsivity=1.09, Self-concept=1.42) 보다 높게 나타났다(p-value<0.001). 결 론 본 연구에서는 ADHD 증상이 우울군에서 공존한다는 것을 확인하였다. 우울감을 호소하는 환자의 증상을 평가할 때, ADHD 증상의 공존 여부와 ADHD 진단 가능성에 관심을 가지고 정확하게 진단하고 적절한 치료를 병행해 나가야 한다고 제안한다.

한국어 언어모델 주의집중 패턴과 의미적 대표성 (Attention Patterns and Semantics of Korean Language Models)

  • 양기수;장윤나;임정우;박찬준;장환석;임희석
    • 한국정보과학회 언어공학연구회:학술대회논문집(한글 및 한국어 정보처리)
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    • 한국정보과학회언어공학연구회 2021년도 제33회 한글 및 한국어 정보처리 학술대회
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    • pp.605-608
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    • 2021
  • KoBERT는 한국어 자연어처리 분야에서 우수한 성능과 확장성으로 인해 높은 위상을 가진다. 하지만 내부에서 이뤄지는 연산과 패턴에 대해선 아직까지 많은 부분이 소명되지 않은 채 사용되고 있다. 본 연구에서는 KoBERT의 핵심 요소인 self-attention의 패턴을 4가지로 분류하며 특수 토큰에 가중치가 집중되는 현상을 조명한다. 특수 토큰의 attention score를 층별로 추출해 변화 양상을 보이고, 해당 토큰의 역할을 attention 매커니즘과 연관지어 해석한다. 이를 뒷받침하기 위해 한국어 분류 작업에서의 실험을 수행하고 정량적 분석과 함께 특수 토큰이 갖는 의미론적 가치를 평가한다.

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얼굴 감정 인식을 위한 로컬 및 글로벌 어텐션 퓨전 네트워크 (Local and Global Attention Fusion Network For Facial Emotion Recognition)

  • ;;;김수형
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2023년도 춘계학술발표대회
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    • pp.493-495
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    • 2023
  • Deep learning methods and attention mechanisms have been incorporated to improve facial emotion recognition, which has recently attracted much attention. The fusion approaches have improved accuracy by combining various types of information. This research proposes a fusion network with self-attention and local attention mechanisms. It uses a multi-layer perceptron network. The network extracts distinguishing characteristics from facial images using pre-trained models on RAF-DB dataset. We outperform the other fusion methods on RAD-DB dataset with impressive results.

뇌종양 분할을 위한 3D 이중 융합 주의 네트워크 (3D Dual-Fusion Attention Network for Brain Tumor Segmentation)

  • ;;;김수형
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2023년도 춘계학술발표대회
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    • pp.496-498
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    • 2023
  • Brain tumor segmentation problem has challenges in the tumor diversity of location, imbalance, and morphology. Attention mechanisms have recently been used widely to tackle medical segmentation problems efficiently by focusing on essential regions. In contrast, the fusion approaches enhance performance by merging mutual benefits from many models. In this study, we proposed a 3D dual fusion attention network to combine the advantages of fusion approaches and attention mechanisms by residual self-attention and local blocks. Compared to fusion approaches and related works, our proposed method has shown promising results on the BraTS 2018 dataset.

Investigation on the Consciousness in Business Foundation Motives for Small Business Enterprisers in Korean Multi-Cultural Families

  • Kim, Jong-Jin;Jung, Myung-Hee
    • 유통과학연구
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    • 제14권12호
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    • pp.53-59
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    • 2016
  • Purpose - The concept of lifetime job has disappeared, and men are interested in business foundation to work continuously with similar jobs. The value of business foundation is thought to be important in accordance with the viewpoint of society, government, individuals and family. Research design, data, and methodology - The economic exchange between South Korea and China has been expanded, and they are likely to play an important role in entry into China by business foundation in accordance with economic exchange between the two countries. As Korean residents inflow overseas, small businessmen business foundation shall be given attention scientifically and Korean Chinese business foundation shall be given attention as well. Results - The study investigated the effects on psychological characteristics and small business foundation motives upon business foundation will by using models. Self-efficacy and self achievement had positive influence upon small business foundation of Korean Chinese. The use of control variable had explanatory power (29.6%). Conclusions - The findings would help the government's small business foundation system to promote small business foundation and to be a guide for expansion in Korean Chinese's small business markets. An education program should be developed to strengthen Korean Chinese's self efficacy considering psychological characteristics.

The Mediating Effect of Self-Regulatory Skills on the Relationship between Mothers' Parenting Attitude and School Adjustment

  • LEE, Anne-Marie Soo Youn;LEE, Soo-Young
    • Educational Technology International
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    • 제22권2호
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    • pp.139-167
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    • 2021
  • After experiencing school closures and online learning caused by COVID-19, the important role of school education was reinforced. Elementary school is the foundation of life and allows students to develop both social and academic skills. The purpose of this study was to examine the mediational role of Self-Regulatory Skills (SRS) on the relationship between Maternal Parenting Attitude (MPA) and School Adjustment (SA) of elementary school students. A total of 99 students enrolled in an international school in Seoul, Korea from grades 3 to 6 participated in this study. Data were analyzed through Independent Sample T-Test, one way ANOVA, Multiple Regression Analysis, and Hierarchical Regression Analysis using the SPSS 23.0. The findings of the study were as follows. First, there is a difference between genders and among grades. Second, only acceptance was significantly related to school adjustment. Third, acceptance, strict control, and accepted control are significantly related to SRS. Fourth, Self-Regulatory Skills (Sustained Attention) fully mediate the relationship between Maternal Parenting Attitude (Acceptance) and School Adjustment (Academic Attitude/ Rule compliance). Educational implications for understanding the role of parenting attitude and future directions are discussed.

Local Self-Government in the Conditions of Digitization: International-Legal Experience

  • Perezhniak, Boris;Vasylchuk, Larysa;Bevz, Tetiana;Pyroha, Serhii;Ulianov, Oleksiy
    • International Journal of Computer Science & Network Security
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    • 제22권10호
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    • pp.165-170
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    • 2022
  • Nowadays more and more attention is paid to digital technologies, digitization, and the digitization of public services in particular. Progressive countries aim to build "digital" governance and a digital economy. In this aspect, the international experience of using digitization in the field of public administration, including in local self-government bodies, plays an important role. Therefore, it is important to analyze the international legal experience of the functioning of local self-government in the conditions of digitization. The purpose of the work is to study the international legal experience of the functioning of local self-government in the conditions of digitization. The object of the study is local self-government in the conditions of digitization through the prism of international legal experience. The subject of the study is social relations that arise, change, and cease during the implementation of digitization in local self-government in Ukraine and foreign countries. The research methodology consists of such methods as the method of philosophical hermeneutics; dialectical method; classification method; comparative method; target method; method of documentary analysis; generalization method. Research results. As a result of the conducted research, the international experience of the functioning of local self-government in conditions of digitization was analyzed. In particular, the impact of digitization processes on the course of the decentralization reform in Ukraine is summarized. Also, from the analysis of international experience, a conclusion was made about the potential possibility of reducing the existing gap in the process of communication between the central government and united territorial communities thanks to the introduction of the latest technologies in the field of administrative services, to stimulate innovative and economic development of regions, attracting the attention of businesses and potential investors, as well as the functioning of more open local authorities with electronic communication tools.

2007·2009 개정 초등 과학 교과서 '우리 몸의 구조와 기능' 단원의 편집디자인에 따른 초등학생들의 시각적 주의 분석 (Analysis of Elementary School Students' Visual Attention on the Editorial Design of 'Structure and Function of Our Body' in the 2007·2009 Revised Elementary Science Textbook)

  • 신원섭
    • 한국초등과학교육학회지:초등과학교육
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    • 제36권4호
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    • pp.428-438
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    • 2017
  • The purpose of this study is to analyze the visual attention of elementary school students according to the editorial design of the 2007 2009 revised elementary science textbook 'Structure and function of our body'. For this purpose, eye movements were collected while elementary school students were watching real textbooks wearing mobile eye tracker. The BeGaze 3.7 program of SMI company was used analyzing eye movements. Twenty-six elementary school students participated voluntarily in mobile tracking research. Elementary students learned the contents of textbook related to 'digestive organ' and 'respiratory organ' by using double reading learning strategy. The results of this study are as follows. First, as a result of pre- and post-knowledge tests, there was no statistically significant difference in learning effect between 2007 revised and 2009 revised textbook editing design. Second, elementary school students tended to give more visual attention to text than textbook illustrations. Third, the selective attention and persistent attention of elementary students showed a very strong positive correlation (.940), but the selective attention and self-control showed a strong positive correlation (.499). Fourth, students with high level of attention and low level showed high visual occupancy in text than in illustrations. Fifth, elementary school students preferred the 2009 revised science textbook to the 2007 revised.

중학생의 학업열의, 학업소진 관련 변인 연구 (A Study of Academic Engagement and Academic Burnout among Middle School Students)

  • 권은경
    • 디지털융복합연구
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    • 제18권11호
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    • pp.123-127
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    • 2020
  • 본 논문의 목적은 중학생 개인변인과 환경변인이 학생들의 학업열의와 학업소진에 미치는 영향을 살펴봄으로써 중학생의 학업문제에 대한 이해를 높이고, 청소년 학업관련 문제를 위한 다양한 해결방안을 모색하는데 기초적 자료를 제공하는 것이다. 중학생 388명을 대상으로 중학생들의 학업열의와 학업소진에 있어 환경변인인 부모관계, 친구관계, 교사관계, 개인변인인 삶의 만족도, 행복감, 자아존중감, 자율성, 주의집중, 끈기, 우울의 영향력 정도를 확인하고자 위계적 회귀분석을 실시하였다. 분석 결과는 첫째, 학업열의에 영향을 미치는 요인은, 주의집중, 교사관계, 끈기, 자아존중감, 삶의 만족도, 부모관계, 우울, 행복감순으로 나타났다. 둘째, 학업소진에 영향을 미치는 요인은 우울, 교사관계, 친구관계, 부모관계, 끈기, 자아존중감, 주의집중 순으로 나타났다. 학업열의는 환경변인보다 개인변인이 더 많은 영향을 미치는 요인들로 나타났고, 학업소진은 개인변인보다 환경변인이 더 많은 영향을 미치는 것으로 나타났다. 이후 이러한 연구결과가 우리나라 중학생의 학업소진을 예방하고 학업열의를 일으키기 위한 방향과 시사점을 제안하였다.