• 제목/요약/키워드: Cognitive testing

검색결과 154건 처리시간 0.023초

Classifying Instantaneous Cognitive States from fMRI using Discriminant based Feature Selection and Adaboost

  • Vu, Tien Duong;Yang, Hyung-Jeong;Do, Luu Ngoc;Thieu, Thao Nguyen
    • 스마트미디어저널
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    • 제5권1호
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    • pp.30-37
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    • 2016
  • In recent decades, the study of human brain function has dramatically increased thanks to the advent of Functional Magnetic Resonance Imaging. This is a powerful tool which provides a deep view of the activities of the brain. From fMRI data, the neuroscientists analyze which parts of the brain have responsibility for a particular action and finding the common pattern representing each state involved in these tasks. This is one of the most challenges in neuroscience area because of noisy, sparsity of data as well as the differences of anatomical brain structure of each person. In this paper, we propose the use of appropriate discriminant methods, such as Fisher Discriminant Ratio and hypothesis testing, together with strong boosting ability of Adaboost classifier. We prove that discriminant methods are effective in classifying cognitive states. The experiment results show significant better accuracy than previous works. We also show that it is possible to train a successful classifier without prior anatomical knowledge and use only a small number of features.

Intensity of Aerobic Exercise and Level of Cognitive Task on Computerized Neurobehavioral System

  • Kim, Tae-Hoon;Park, Ji-Hyuk;Kim, Jong-Eon
    • International Journal of Contents
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    • 제6권3호
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    • pp.83-88
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    • 2010
  • Aerobic exercise affects cerebral circulation, action of neurotransmitters, glucose, oxygen, and energetic substances and influence on the central nervous system for cognition. This study suggests that both the intensity of exercise and the level of cognitive task need to be considered. Computerized neurobehavioral testing is a more effective method, compared to conventional methods, of neuropsychological testing when measuring cognition objectively, in cases that we found. The intensity of 80% max HR had effect on more complex tasks such as 3 Digit Addition and Digit Span Backward, and the intensity of 65% max HR had an effect on more simple tasks such as Color Word Vigilance and Digit Span Forward. We can assume that different intensity of aerobic exercise might involve specific areas of the brain as they could have different sensitivities, so further studies measuring regional cerebral blood flow or electroencephalogram are needed to confirm the results.

시스템 디자인을 위한 유닉스 사용성의 인지적 분석 (Cognitive Analysis of User Interactions with UNIX and its Application to System Design)

  • 손영우;이지선;육형민
    • 대한인간공학회지
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    • 제22권3호
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    • pp.93-111
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    • 2003
  • This research extends a general theory of cognition to address cognitive constraints on complex command production and allows us to make system design recommendations. The research described in this paper addresses the cognitive origins of problems user have producing sequence-dependent command strings while interacting with the UNIX operating system. We describe an empirical and theoretical analysis of user difficulties, and then show how our analyses lead to design recommendations. In addition, we summarize results from testing the impact of our design recommendations on system usability

User Interface Design & Evaluation of Mobile Applications

  • Samrgandi, Najwa
    • International Journal of Computer Science & Network Security
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    • 제21권1호
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    • pp.55-63
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    • 2021
  • The design functionality put forward by mapping the interactiveness of information. The presentation of such information with the user interface model indicates that the guidelines, concepts, and workflows form the deliverables and milestones for achieving a visualized design, therefore forming the right trend is significant to ensure compliance in terms of changing consideration and applying evaluation in the early stages. It is evidenced that prototype design is guided by improvement specifications, includes modes, and variables that increase improvements. The study presents five user interface testing methods. The testing methods are heuristic evaluation, perspective-based user interface testing, cognitive walkthrough, pluralistic walkthrough, and formal usability inspection. It appears that the five testing methods can be combined and matched to produce reasonable results. At last, the study presents different mobile application designs for student projects besides the evaluation of mobile application designs to consider the user needs and usability.

지역사회노인의 우울과 인지기능 (Depression and Cognitive Function of the Community-dwelling Elderly)

  • 서성옥;소애영
    • 지역사회간호학회지
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    • 제27권1호
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    • pp.1-8
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    • 2016
  • Purpose: The purpose of this study was to examine the depression and cognitive function of community-dwelling older adults. Methods: 243 aged over 65 in Won-Ju in South Korea participated in this study. Data were collected from April to June 2013 through interviews. This study utilized the Geriatric Depression Scale Short Form, the Korean version of MMSE-DS (MMSE for Dementia Screening), and infirmity testing for basic health status. Descriptive statistics, ${\chi}^2$, t-test, ANOVA, $Scheff{\acute{e}}^{\prime}s$ test, and Pearson's correlation coefficient were used. Results: 75.3% of the participants belonged to the depression group, and the prevalence of cognitive impairment was 17.3%. There were significant differences in depression and cognitive function according to gender, educational level, type of insurance, subjective health, frailty, and whether to be a client of home care service. The level of depression was significantly higher and the level of cognitive functions was significantly lower in older adults in home care services than in community-dwelling older adults. Conclusion: This study is meaningful in that it included older adults in home care services to provide information to develop effective prevention programs for improving cognitive functions. The results of this study can be used to develop future community prevention and intervention.

접촉스포츠 참여가 은퇴 선수의 신경인지 점수와 이중과제 보행에 미치는 영향 (Effects of Participation in Contact Sports on Neurocognitive Scores and Dual-Task Walking in Retired Athletes)

  • Ha, Sunghe
    • 한국운동역학회지
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    • 제30권3호
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    • pp.265-273
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    • 2020
  • Objective: The aim of this study was to investigate the effect of participation in contact sports on neurocognitive scores, dual-task walking velocity, and cognitive costs in retired athletes. Method: Forty-four retired athletes (mean age = 26.4±5.5 yrs) and thirty-eight controls (mean age = 26.1±4.9 yrs) participated in this study. Neurocognitive score was collected using computerized neurocognitive testing using RehaCom. Gait velocity was collected one single task, four dual-tasks, and two multi-tasks using Optogait. Mann-Whitney U test was performed to compared differences in cognitive scores among groups. A mixed-design two-way ANOVA and Bonferroni posthoc test were used to assess the effect of group and walking tasks for each condition. Results: The auditory divided attention of neurocognitive score of retired athletes was higher than the control group (p < 0.05). No statistical differences were observed in the other neurocognitive scores between groups. The changes in walking velocity and cognitive costs according to the dual-task walking tests differed between the two groups (p < 0.05). Conclusion: Although participation in contact sports did not affect the neurocognitive results of retired athletes, it could be confirmed that the reduction in walking velocity and an increase in cognitive costs during dual-task walking. Rather than observing only neurocognitive scores as a single evaluation item for cognitive evaluation of retired athletes in relation to daily life, the application of the dual-task gait test may provide useful information.

초등학생용 컴퓨터화 개방형 수학 시험 방식의 사용가능성 검증 (A Usability Test of a New Computerized Open-ended Math Testing System for Elementary School Students)

  • 박주용;김용국
    • 인지과학
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    • 제21권2호
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    • pp.283-307
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    • 2010
  • 본 연구에서는 초등학생을 위한 새로운 수학평가 시스템을 만들고 그 사용가능성을 알아보았다. 이 시스템은 최근 제안된 구성적 선다형 방식(constructive multiple-choice testing system)을 수학에 확장한 것이다. 구성적 선다형은, 동일한 문제에 대해 먼저 개방형으로 반응한다음 다시 같은 문제를 선다형으로 반응하게 하는 방식이다. 그 장점은 과정 정보를 나중에 확인할 수 있고, 수험자는 시험 종료 직후 선다형에 근거하여 피드백을 받을 수 있다는 것이다. 본 연구에서 제안된 시스템은, 수학 문제의 출제, 계정 관리를 위한 관리자 모드와 학생들이 실제 풀이 과정을 메뉴바와 키보드로 입력할 수 있도록 하는 시험 모드로 구성되어 있다. 이 방식으로 시험을 보게 한 집단과 중간 과정을 지필식으로 보게 한 집단을 비교했을 때, 시험 시간은 길어졌지만, 선다형의 집단 간 평균 점수 상에서는 차이가 없음이 관찰되었다. 이 결과는 본 연구에서 구현된 개방형 수학 시험 시스템이 실제 교실 평가에서 효과적으로 사용될 수 있음을 보여준다.

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인지기능의 정량적 평가를 위한 측정 모델 소프트웨어 개발 및 실험적 검증 연구 (An Empirical Study on Quantitative Evaluation of Cognitive Function)

  • 류완석;김형건;정성택
    • 한국의학물리학회지:의학물리
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    • 제21권1호
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    • pp.42-51
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    • 2010
  • 뇌 기능 연구 분야에서는 MRI, PET, MEG 영상 시스템 등을 이용한 인지기능에 대한 정량적 평가 연구가 계속적으로 이루어 지고 있다. 최근에는 컴퓨터 기술을 응용하여 인지 기능의 정량적 분석을 효과적으로 하고자 시도되고 있다. 본 연구에서는 터치 스크린을 이용하여 인지 기능의 정량적 평가를 할 수 있는 소프트웨어 패키지를 구현하였다. 여기서 구현된 내용은 집중력, 숫자 기억력, 조합 기억력, 위상 기억력, 시각 및 근육 반응, 청각 반응 등으로 되어 있다. 우리는 구현된 소프트웨어에 대하여 실험적 검증과정을 거치고자 20~59세까지의 연령 및 성별에 따른 80명을 대상으로 실험을 수행하였다. 남녀 모두 40세 이후의 연령에서 인지기능의 감쇄가 일어나는 결과를 정량적 획득하였다. 본 연구에서는 고가 장비인 영상 시스템뿐만 아니라 상대적으로 간소화된 소프트웨어를 이용하여서도 인지기능의 정량적 평가가 가능함을 보여주고 있다. 이러한 방법을 적용하여 다양한 그룹의 인지 기능의 정량적 평가 및 비교를 수행하는 데 비용과 시간을 줄일 수 있을 것으로 보인다.

The Relationship between Online Trust and Distrust in Business: Testing Mutual Causality from a Cognitive-Affective Personality System Theory

  • Lee, Jung;Pee, L.G.
    • Asia pacific journal of information systems
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    • 제25권3호
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    • pp.500-518
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    • 2015
  • The present research aims to identify the relationship between trust and distrust in an online business environment. To clarify the concepts, cognitive-affective personality system theory was introduced, through which five types of psychological units were proposed. In developing the research model based on the theory, technical effectiveness of the system and content truthfulness of the website were selected as two key stimuli for the coding process of online users. Trust and distrust were selected as mediating factors that generate consequent behaviors. Finally, purchase intention served as a final dependent variable. Assuming that trust and distrust emerge in psychologically different stages, this study hypothesized the mutual causal relationship between trust and distrust, indicating that the relationship will be determined by their contextual emphasis on each dimension. To validate, a survey was conducted with 307 online shopping mall users. Results show that stimuli were more significantly associated with trust. Trust is therefore a more cognitive construct than distrust, and the path from trust to distrust is stronger than that from distrust to trust. This finding implies that the cognitive aspect of trust is stronger than that of distrust. Distrust is rather more affectively emerging than trust.

섬유근통 증후군 환자를 위한 인지행동 프로그램의 효과: 무작위 대조군 전후실험설계 (Effects of a Cognitive Behavior Therapy Program for Patients with Fibromyalgia Syndrome: A Randomized Controlled Trial)

  • 공경란;이은남
    • 대한간호학회지
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    • 제51권3호
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    • pp.347-362
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    • 2021
  • Purpose: This study developed a cognitive behavioral therapy program aimed at altering the physical condition, emotions, and behaviors of fibromyalgia patients, and confirmed the program's clinical applicability. The program was developed by analyzing previous studies conducting in-depth interviews with fibromyalgia patients, drawing on cognitive behavior theory to establish the program contents, recruiting experts to test its validity, and conducting a preliminary survey. Methods: To confirm the program's effect, this study used a randomized controlled trial design. The participants were outpatients diagnosed with fibromyalgia in Dong-A University Hospital, Busan. The 30 patients in the experimental group took part in the program, which comprised 8 sessions (90 to 120 minutes) based on cognitive behavior theory, delivered over 8 weeks. Hypothesis testing was carried out using the repeated measures ANOVA. Results: The analysis revealed significant differences between the experimental and control groups in positive automatic thoughts, pain, fatigue, depression, and interpersonal relationships. However, there was no significant difference between the groups in terms of sleep disorders and negative automatic thoughts. Conclusion: This program is a positive effect on physical condition, emotions, and behaviors. It is thus expected to be used to help fibromyalgia patients improve their disease conditions.