• 제목/요약/키워드: Attention concentration

검색결과 615건 처리시간 0.034초

Design of User Concentration Classification Model by EEG Analysis Based on Visual SCPT

  • Park, Jin Hyeok;Kang, Seok Hwan;Lee, Byung Mun;Kang, Un Gu;Lee, Young Ho
    • 한국컴퓨터정보학회논문지
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    • 제23권11호
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    • pp.129-135
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    • 2018
  • In this study, we designed a model that can measure the level of user's concentration by measuring and analyzing EEG data of the subjects who are performing Continuous Performance Test based on visual stimulus. This study focused on alpha and beta waves, which are closely related to concentration in various brain waves. There are a lot of research and services to enhance not only concentration but also brain activity. However, there are formidable barriers to ordinary people for using routinely because of high cost and complex procedures. Therefore, this study designed the model using the portable EEG measurement device with reasonable cost and Visual Continuous Performance Test which we developed as a simplified version of the existing CPT. This study aims to measure the concentration level of the subject objectively through simple and affordable way, EEG analysis. Concentration is also closely related to various brain diseases such as dementia, depression, and ADHD. Therefore, we believe that our proposed model can be useful not only for improving concentration but also brain disease prediction and monitoring research. In addition, the combination of this model and the Brain Computer Interface technology can create greater synergy in various fields.

실물실험을 통한 개별 VOC의 농도변화에 관한 연구 (A Study on Concentration Change of Volatile Organic Compounds; VOCs by using Mock-up Test)

  • 김창남;이윤규
    • 설비공학논문집
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    • 제17권5호
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    • pp.487-495
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    • 2005
  • Recently, due to the airtightness of buildings or the misuse of building materials, we have been witness SHS (Sick House Syndrome) which can have bad influences on the resident in an existing apartment house as well as newly constructed apartment house start to attract public attention. As a result of this situation, we went to restrict the TVOC (Total Volatile Organic Compound) and formaldehyde. But these guidelines concentrated on only TVOC although TVOC are consist of many individual VOC. Therefore, in this study, we will look about concentration change of VOCs (Volatile Organic Compounds) by using Mock-up test. As result of test, the concentration of four individual VOC (Benzene, Toluene, Ethylbenzene, Styrene) showed quitely low level after 7 days. On the other hand the concentration of Xylene and formaldehyde showed low level after 14 days.

시멘트경화체의 반투과성에 의한 수분이동에 미치는 용액농도와 환경온도의 영향 (Effect of Concentration of Solution and Temperature on Water Flux by Semi-Permeability of Hardened Cement Paste)

  • 배기선;오상근;김무한
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 1997년도 가을 학술발표회 논문집
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    • pp.131-136
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    • 1997
  • It is well known that concrete is typical porous material. We pay attention to Hansen's idea that concrete may be expected to act as semi-permeable membrane, and report the effect of concentration of solution and temperature on water flux in forward osmosis. In order to measuring volume of water flux from distilled water to solution of sodium chloride through hardened cement paste, specially designed apparatus was constructed, and the following result were obtained: (1) hardened cement paste acts as semi-permeable membrane, consequently, water flux in forward osmosis may occur. (2) Rate of water flux is proportion to concentration of dilute solution, and this suggests hardened cement paste is agreeable to the theory of membrane. (3) Effect of temperature on water flux is agreeable to Arrehenius equation and is great.

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Bake Out에 의한 실내오염물질 저감에 관한 연구 (A Study on the Reducing Ratio of VOCs and Formaldehyde by Bake Out)

  • 조현;박용승;유복희;홍천화
    • 한국주거학회:학술대회논문집
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    • 한국주거학회 2004년도 추계학술대회 논문집
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    • pp.319-322
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    • 2004
  • The purpose of this study is to evaluate the reduction effect of bake out on the concentration of indoor air pollutants by measuring the concentration of indoor pollutants(VOCs, HCHO) after the bake out. As a result of the study, bake out was considerably effective in reducing the concentration o( indoor air pollutants, showing relatively high reduction ratio around 40${\sim}$56%. However, continuous attention and control after the bake out is required for the prevention of the rise of the concentration by subsequent emission.

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해상 풍력 발전 Jacket 지지구조물의 X-joint 응력 집중 현상 (X-joint stress concentration of offshore wind turbine jacket support structures)

  • 이주상;박현철;;이종선;백재하
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2011년도 추계학술대회 초록집
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    • pp.39.1-39.1
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    • 2011
  • Due to less turbulence and no land limitation, offshore wind energy gets more attention than onshore. Jacket structure is regarded as a suitable solution for the water depth ranging from 30 to 80 meters. In general, joint stress concentration of jacket support structures affects their fatigue life. Nowadays, most jacket structures for offshore wind turbines have tubular X-joint between legs. In this paper, a study on X-joint stress concentration of offshore wind turbine jacket structure is performed by using 50m water depth model. Stress of X-joint on offshore environmental conditions are discussed.

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공간정보 탐색 방향과 집중정도 분석 알고리즘에 관한 연구 (Study on Analysis Algorithm of Search Direction and Concentration of Spatial Information)

  • 김종하
    • 한국실내디자인학회논문집
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    • 제25권4호
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    • pp.80-89
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    • 2016
  • The analysis of spatial search direction and its concentration through eye movement can produce some useful data in that it enables to know the features of space elements and their effects on one another. The results by analysing the search features and concentration of spatial sections through the eye-tracking in shops in a department store makes it possible to define the followings. First, the features of 'eye's in & out' could be estimated through the division of sections by the characteristics of those shops and the extraction of central point based on the decision of continuative observation. The decision of continuative observations enabled to analyse the frequency of observation data which can be considered to be 'things watched longtime' and the stared points that is equivalent to 'things seen very often', by which the searching characteristics of spatial sections could be estimated. Second, as with the eye's [in], the right shops had 0.6 times more (3.5%) than those left and as with the eye's [out] the left ones had 0.6 times more (3.5%). It indicates that [in, out] of the right and the left shops had the same difference, which lets us know that with starting point of the middle space, [in] and [out] were paid more attention to the right shops and the left shops respectively. Third, as with the searching directions by section, the searching times [2.9 times] from [B] to [A] were than that [2.6 times] from [A] to [B]. It was also found that the left shops had more searching direction toward [C, D] than the right ones and that those searching activities at the left shops were more active. Fourth, when the searching directions by section are reviewed, the frequency of searching from [B] to [A] was 2.9 and that of the other way 2.6. Also the left shops were found to have more searching direction toward [C, D] than the right ones and those searching activities at the left shops were estimated to be more active.

머신러닝을 이용한 이러닝 학습자 집중도 평가 연구 (A Study on Evaluation of e-learners' Concentration by using Machine Learning)

  • 정영상;주민성;조남욱
    • 디지털산업정보학회논문지
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    • 제18권4호
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    • pp.67-75
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    • 2022
  • Recently, e-learning has been attracting significant attention due to COVID-19. However, while e-learning has many advantages, it has disadvantages as well. One of the main disadvantages of e-learning is that it is difficult for teachers to continuously and systematically monitor learners. Although services such as personalized e-learning are provided to compensate for the shortcoming, systematic monitoring of learners' concentration is insufficient. This study suggests a method to evaluate the learner's concentration by applying machine learning techniques. In this study, emotion and gaze data were extracted from 184 videos of 92 participants. First, the learners' concentration was labeled by experts. Then, statistical-based status indicators were preprocessed from the data. Random Forests (RF), Support Vector Machines (SVMs), Multilayer Perceptron (MLP), and an ensemble model have been used in the experiment. Long Short-Term Memory (LSTM) has also been used for comparison. As a result, it was possible to predict e-learners' concentration with an accuracy of 90.54%. This study is expected to improve learners' immersion by providing a customized educational curriculum according to the learner's concentration level.

아이트래킹을 활용한 PPL이 수용자의 시각적 주의에 미치는 영향 (The Effect of PPL on the User's Visual Attention Using Eye-tracking)

  • 왕완남;박민희;황미경;권만우
    • 한국콘텐츠학회논문지
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    • 제21권2호
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    • pp.445-452
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    • 2021
  • 본 논문은 수용자가 PPL 제품이 삽입된 TV 예능 프로그램에 대한 시각적 주의에 관한 아이트래킹을 활용한 실험연구이다. 본 연구의 결과는 첫째, PPL 제품의 노출 시간에 차이가 없었으며 이는 피사체의 주의력에 거의 영향을 미치지 않는 것으로 판단된다. 둘째, PPL 제품의 눈에 띄는 차이가 없었으며, 자막이나 출연진의 얼굴에 초점이 맞춰져 있음을 알 수 있었다. 셋째, 예능 프로그램 출연자들의 연예인의 인지도에 있어서 유명한 출연자가 많을 때 PPL 상품에 대한 관심의 집중도가 높았으며, 유명한 출연자의 출연은 PPL에 더 많은 관심을 집중시키기 위해 매우 효과적이라고 평가되었다. 결론적으로 예능 프로그램에서 PPL 제품을 노출 할 때 유명 방송사, 연예인, 스타 등 예능 프로그램에 출연진이 출연할수록 노출 시간보다는 PPL 제품이 더 효과적 일 것으로 판단된다. PPL 제품의 명성이 높을수록 회사는 인기 있고 호감이가는 유명인을 광고하는 데 더 효과적 일 것이다.

몬테소리교육(敎育)에서 아동(兒童)의 정상화과정(正常化過程)에 관한 고찰(考察) (A Study on the Process of Normalizing Children in Montessori's Education)

  • 황옥자
    • 아동학회지
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    • 제5권
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    • pp.107-119
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    • 1984
  • In this article we reviewed the phenomena and processes of normalizing children through documentary records with interest in the aim of Montessori's education methods. The Montessori education method is based on the theory that all children should be respected and their works prized. The normalization of children does not mean only to turn abnormal children into normal ones, but to make normal characteristics - calmness, self-confidence, happiness or patience, etc.- which are latent in themselves, appear on the surface and remold them as new children. To achieve normalization some prerequisites are necessary. They are as follows: 1) The principle of freedom. The freedom in Montessori's education has some limits in prepared environments suitable for developing children as whole persons through their spontaneous activities. 2) Development of the phenomenon of children's attention. Arousal of their attention in the children's primitive inner impulse and sense of spiritual hunger. To satisfy their hunger children divert their interest to certain objects and come to repeated exercise of intelligence. 3) Concentration and repetitive phenomena. Repetition through children's concentration phenomenon is a natural and important fundamental behavior which controls their mental power. Repetitive behavior will form serious discipline and promote development of their intelligence.

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색상과 톤, 스커트 폭·길이에 따른 원피스드레스 착용자의 인상평가 (The Impression Evaluation of the Dress's Wearer in Relation to Hue, Tone, Skirt Width and Length)

  • 최수경;강경자
    • 한국의류산업학회지
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    • 제6권4호
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    • pp.447-454
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    • 2004
  • The purpose of this study is to identify the effect of four clothing cues(hue, tone, skirt width, and skirt length of dress) on female impressions. The experimental materials developed for this study are a set of stimuli and response scales. The Stimuli are 40 color pictures manipulated with four clothing cues by drawing. The 7-point scale designed for visual evaluation of female impression formation includes 29 bipolar adjectives. The subjects were 240 undergraduate female students in Jinju city. The results of this study are as follow: As analyzing the impression of the female figure by the hue, tone, skirt width, and length, five factors including ability activity, elegance, attractiveness, concentration of attention, and tenderness were identified. Among these factors, ability activity and elegance were proved to be more important. Each impression of hue and tone with skirt width length have significant effects on concentration of attention, and tenderness. We can express various impressions by diversifying hue and tone. Each impression of skirt width length with hue and tone have significant effects on ability activity and elegance.