• 제목/요약/키워드: Emotional Classification

검색결과 215건 처리시간 0.019초

Measurement of inconvenience, human errors, and mental workload of simulated nuclear power plant control operations

  • Oh, I.S.;Sim, B.S.;Lee, H.C.;Lee, D.H.
    • 대한인간공학회:학술대회논문집
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    • 대한인간공학회 1996년도 추계학술대회논문집
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    • pp.47-55
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    • 1996
  • This study developed a comprehensive and easily applicable nuclear reactor control system evaluation method using reactor operators behavioral and mental workload database. A proposed control panel design cycle consists of the 5 steps: (1) finding out inconvenient, erroneous, and mentally stressful factors for the proposed design through evaluative experiments, (2) drafting improved design alternatives considering detective factors found out in the step (1), (3) comparative experiements for the design alternatives, (4) selecting a best design alternative, (5) returning to the step (1) and repeating the design cycle. Reactor operators behavioral and mental workload database collected from evaluative experiments in the step (1) and comparative experiments in the step (3) of the design cycle have a key roll in finding out defective factors and yielding the criteria for selection of the proposed reactor control systems. The behavioral database was designed to include the major informations about reactor operators' control behaviors: beginning time of operations, involved displays, classification of observational behaviors, dehaviors, decisions, involved control devices, classification of control behaviors, communications, emotional status, opinions for man-machine interface, and system event log. The database for mental workload scored from various physiological variables-EEG, EOG, ECG, and respir- ation pattern-was developed to indicate the most stressful situation during reactor control operations and to give hints for defective design factors. An experimental test for the evaluation method applied to the Compact Nuclear Simulator (CNS) installed in Korea Atomic Energy Research Institute (KAERI) suggested that some defective design factors of analog indicators should be improved and that automatization of power control to a target level would give relaxation to the subject operators in stressful situation.

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의료 산업에 있어 현대인의 비대면 의학 상담에 대한 관심도 분석 기법 (Analysis of interest in non-face-to-face medical counseling of modern people in the medical industry)

  • 강유성;박종훈;오하영;이세욱
    • 한국정보통신학회논문지
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    • 제26권11호
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    • pp.1571-1576
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    • 2022
  • 코로나 바이러스의 발병 이후, 의료 산업은 침체기에 들어섰으며, 이에 대한 대응책으로 정부는 일시적으로 비대면 진료를 허용한 상태이다. 본 연구에서는, 이런 시대 흐름에 맞추어 의료 산업에 있어 현대인의 비대면 의학상담에 대한 관심도를 분석하고자 한다. 전문가에게 의학상담을 받을 수 있는 플랫폼인 지식인과, 유튜브 두가지 소셜 플랫폼에서 빅데이터를 수집해 연구를 진행했다. 전화 상담 상위 5개 키워드인 "내과", "일반의", "산경과", "정신건강의학과", "소아청소년과"와 더불어, "전문의", "의학상담", "건강정보" 총 8개의 검색어를 가지고 각 플랫폼으로부터 데이터 세트를 구축했다. 이후 크롤링 된 데이터를 바탕으로 형태소 분류, 질병 추출, 정규화 등 전처리 과정을 거쳤다. 단어 빈도수를 기준으로 한 워드 클라우드, 꺾은선 그래프, 분기별 그래프, 질병 등장 빈도별 막대 그래프 등으로 데이터 시각화를 하였다. 유튜브 데이터에 한해 감성 분류 모델을 구축하였고, GRU와 BERT 기반 모델의 성능을 비교하였다.

장편 애니메이션 극적전환점에서 주인공의 갈등 정서에 대한 다학제적 분석 (A multidisciplinary analysis of the main actor's conflict emotions in Animation film's Turning Point)

  • 이태린;김종대;류궈시;잉가비르 제시;김재호
    • 한국과학예술포럼
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    • 제34권
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    • pp.275-290
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    • 2018
  • 해당 연구는 극장용 애니메이션을 서사를 중심으로 갈등을 분석하기 위해 영상에서 갈등을 분류하는 객관적이고 타당한 방법이 필요함을 인식하면서 시작되었다. 아울러 갈등을 효과적으로 비주얼 스토리텔링 하는 요소로 주인공의 정서에 주목하고, 갈등에서 나타나는 주인공의 정서를 연구하려 한다. 연구의 목적은 갈등강도와 갈등에 나타나는 정서를 분석하는 것이다. 연구결과 및 내용은 다음과 같다. 첫째, 서사의 이론적 고찰을 통해 극적전환점을 찾아내고, 갈등 분류 모델(Conflict 6B Model)을 제안하였다. 둘째, 갈등 분류 모델을 이용하여 이론에 기반한 갈등 샷(shot) DB를 추출하였다. 셋째, 내적, 초개인적 갈등에서 강도와 정서를 찾아내었다. 넷째, 내적, 초개인적 갈등에서 강도와 정서의 전문가 실험 및 검증을 실시하였다. 본 연구는 애니메이션에서 갈등에 대한 주인공 정서의 서사적, 시각적, 심리학적인 다학제적 연구로 추출된 메타데이터(Metadata)는 애니메이션 서사에서 갈등의 비데오 인덱싱(Video Indexing)에 적용 될 것으로 기대한다.

Long-term Functional and Patient-reported Outcomes Between Intra-corporeal Delta-shaped Gastroduodenostomy and Gastrojejunostomy After Laparoscopic Distal Gastrectomy

  • Sin Hye Park ;Hong Man Yoon ;Keun Won Ryu ;Young-Woo Kim ;Mira Han;Bang Wool Eom
    • Journal of Gastric Cancer
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    • 제23권4호
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    • pp.561-573
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    • 2023
  • Purpose: This study aimed to compare the long-term functional and patient-reported outcomes between intra-corporeal delta-shaped gastroduodenostomy and gastrojejunostomy after laparoscopic distal gastrectomy for gastric cancer. Materials and Methods: We retrospectively reviewed clinicopathological data from 616 patients who had undergone laparoscopic distal gastrectomy for stage I gastric cancer between January 2015 and September 2020. Among them, 232 patients who had undergone delta-shaped anastomosis and another 232 who had undergone Billroth II anastomosis were matched using propensity scores. Confounding variables included age, sex, body mass index, physical status classification, tumor location, and T classification. Postoperative complications, nutritional outcomes, endoscopic findings, and quality of life (QoL) were compared between the 2 groups. Results: No significant differences in postoperative complications or nutritional parameters between the two groups were observed. Annual endoscopic findings revealed more residual food and less bile reflux in the delta group (P<0.001) than in the Billroth II group. Changes of QoL were significantly different regarding emotional function, insomnia, diarrhea, reflux symptoms, and dry mouth (P=0.007, P=0.002, P=0.013, P=0.001, and P=0.03, respectively). Among them, the delta group had worse insomnia, reflux symptoms, and dry mouth within three months postoperatively. Conclusions: Long-term nutritional outcomes and QoL were comparable between the delta and Billroth II groups. However, more residual food and worse short-term QoL regarding insomnia, reflux symptoms, and dry mouth were observed in the delta group. Longer fasting time before endoscopic evaluation and short-term symptom management would have been helpful for the delta group.

이용자 관점에서 본 이미지 색인의 객관성에 대한 연구 (An Investigation of the Objectiveness of Image Indexing from Users' Perspectives)

  • 이지연
    • 정보관리학회지
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    • 제19권3호
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    • pp.123-143
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    • 2002
  • 이미지 색인은 이미지 정보로의 접근에 핵심적인 역할을 수행하는 부분으로 다양한 이미지 색인 방법 및 시스템이 이미지 정보의 종류에 따라 소개되어 왔다. 이미지 색인은 Panofsky의 정보의 단계별 색인에서 출발하여 시소러스, 분류체계, 이미지 기술요소, 범주화 방식 등을 이용하는 방식으로 발전하여 왔다. 이 연구는 Panofsky의 이미지 정보 중 이차 이미지 정보의 색인(iconographical analysis of image information)에 있어 이용자들을 대상으로 하여 그 객관성을 측정하고, 색인의 객관성과 관련된 이미지 기술요소들을 밝혀내고자 하였다. 이미지 속의 인물이나 물체 등 사실적이고 정형화된 일차 이미지 정보와는 대조적으로, 보다 주관적이고 해석적인 이차 이미지 정보의 예로 감정정보를 택하여 48명의 이용자들을 대상으로 2차에 걸친 실험을 하였다. 1차 실험에서는 같은 이미지 안에서 각각의 이용자들이 읽어내는 감정정보의 일치도를 측정하였고 2차 실험에서는 이용자들이 이미지 탐색 과정 중 검색된 이미지에 부여된 색인어에 대한 동의 정도를 통하여 색인의 객관성을 측정하였다. 1차와 2차 실험 결과는 이용자들이 같은 이미지에 대하여 다양한 해석을 내리고 있으며 주관적인 해석이나 개인차가 이차 이미지 정보의 색인에 영향을 미치는 요소로 작용하고 있음을 보여 주었다. 이 연구의 결과는 이차 이미지 정보에 대한 이용자들의 주관적인 반응을 수렴할 수 있는 색인 시스템이나 탐색기법에 대한 계속적인 연구 및 개발의 필요성을 강조하고 있다.

수정된 Kano 모델을 이용한 스마트 폰의 품질특성 평가 (Analysis of Quality Characteristics of Smart Phone Using Modified Kano Model)

  • 김태운
    • 산업경영시스템학회지
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    • 제35권1호
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    • pp.57-65
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    • 2012
  • The relationship between product quality/function and customer satisfaction has been considered an important point for the new product development. The seminal paper by Kano was the first to thoroughly address the non-linear relationship between product performance/function and customer satisfaction. In the analysis framework of the original Kano model, five factors are assumed, among which indifference factor occupies 40% in the classification scheme. When we analyze survey response using Kano model, many quality attributes can be resulted in indifference factor. This implies that some attributes which are meaningful tend to be classified as indifferent attributes for the customer satisfaction. In order to tackle this problem, a modified Kano model is proposed by reducing the indifference factor. The modified Kano model can be robust for the survey response. A survey is performed for the quality attributes of the smart phone. The response is analyzed and compared based on the original and modified Kano model. The surveyed quality characteristics of the smart phone are performance related attributes, application programs, functional attributes and subjective emotional quality attributes. Many quality attributes classified as indifference factor in the original model are classified as attractive, must-be, and expected factors, respectively.

라이프스타에 의한 노인 사용자 인터페이스 평가 우선 순위 분석 (Priority Analysis of User Interface Evaluation Criteria for the Elderly Based on User's Lifestyle)

  • 신원경;박민용
    • 대한인간공학회지
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    • 제29권3호
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    • pp.287-296
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    • 2010
  • The purpose of this research is to analyze priority of the elderly user interface (UI) evaluation criteria based on user's lifestyle. Since the elderly population will occupy over 20% of the all Korean population in the near future, we need to know older users' needs and information because elderly users will be main customers in the super-aged society. This paper investigated the definition of elderly users and characteristics demographically, socio-economically, and physically/cognitively. A total of 238 questionnaires from older users were analyzed based on a segmentation table for the elderly developed by the previous study. According to factor analysis and cluster analysis, 6 types of lifestyle and 4 groups of the elderly users were classified, respectively. The priority of UI evaluation criteria for large electronic home appliances and mobile products was analyzed by analyses of variance (ANOVAs). The results indicated that the priority of (physical, emotional, and cognitive) UI criteria was significantly different among elderly users' lifestyles for both home appliances and mobile products. Consequently, the results of this study may help the company develop some competitive silver products and give higher satisfaction to the elderly users by suggesting different priority of UI evaluation criteria according to the target elderly group. The results may also contribute to revitalize national economy by significantly increasing senior market shares.

음성감정인식에서 음색 특성 및 영향 분석 (Analysis of Voice Quality Features and Their Contribution to Emotion Recognition)

  • 이정인;최정윤;강홍구
    • 방송공학회논문지
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    • 제18권5호
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    • pp.771-774
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    • 2013
  • 본 연구는 감정상태와 음색특성의 관계를 확인하고, 추가로 cepstral 피쳐와 조합하여 감정인식을 진행하였다. Open quotient, harmonic-to-noise ratio, spectral tilt, spectral sharpness를 포함하는 특징들을 음색검출을 위해 적용하였고, 일반적으로 사용되는 피치와 에너지를 기반한 운율피쳐를 적용하였다. ANOVA분석을 통해 각 특징벡터의 유효성을 살펴보고, sequential forward selection 방법을 적용하여 최종 감정인식 성능을 분석하였다. 결과적으로, 제안된 피쳐들으로부터 성능이 향상되는 것을 확인하였고, 특히 화남과 기쁨에 대하여 에러가 줄어드는 것을 확인하였다. 또한 음색관련 피쳐들이 cepstral 피쳐와 결합할 경우 역시 인식 성능이 향상되었다.

조손가족 기능강화를 위한 사례관리 실천 과정 기초분석 (Basic Analysis on Implementation Process of Case Management for Strengthening the Function of Grandparent and Grandchildren Family)

  • 박수선
    • 가정과삶의질연구
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    • 제31권2호
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    • pp.41-57
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    • 2013
  • This paper analyzed the implementation process of experts managing the case of grandparent and grandchildren families in the case management process, as the useful approach to strengthen the function of grandparent and grandchildren family. The methodology were the analysis on 6 management cases by step and the analysis on the interview with 3 experts implementing the case management on grandparent and grandchildren families. As a result, major complaints from grandparent and grandchildren families were basic livelihood and economy area, physical and mental health area, child care and education area and culture area. The service goals were set by such classification and support service was provided using the internal and external resources. The case management process was effective for improving the satisfaction on life by positively changing the grandchildren and promoting the psychological and emotional stability. 6 cases were under the post management after the analysis was completed and linked to the program 'Reinforcement of Family Ability of Grandparent and Grandchildren Family.' In accordance with the interview with the experts in case management, the grandparent and grandchildren family case management was characterized by high dependency and difficulty in expressing the desires. They required the long-term approach as well as the approach to restore the relationship with the original family.

개입모형을 이용한 EEG 신호의 다변량 분석에 관한 연구 (Multivariate Analysis of EEG Signal using Intervention Models)

  • 임성식;김진호;김치용;황민철
    • 대한인간공학회지
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    • 제18권1호
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    • pp.13-24
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    • 1999
  • The objective of the study is to discriminate EEG(electroencephalogram) due to emotional changes. Emotion was evoked by the series of auditory stimuli which were selected from the natural sounds in the sound effect collection of compact disc. Seventeen university students participated and experienced positive or negative emotions by six auditory stimuli with intermission between stimuli. Temporal EEG ($T_3$, $T_4$, $T_5$, and $T_6$) was recorded at the same time and a subjective test was performed on the eleven point scales after the experiment. The maximum and minimum scores of the EEG among six stimuli EEG were analyzed for discrimination of emotion. The EEG signals were transformed into feature objects based on scalar intervention model coefficients. Auditory stimulus was considered as intervention variable. They were classified by Discriminant Analysis for each channel. The features showed results with the best classification accuracy of 91.2 % in $T_4$ for auditory stimuli. This study could be extended to establish an algorithm which quantifies and classifies emotions evoked by auditory stimulus using time-series models.

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