• Title/Summary/Keyword: Cognitive Ability

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Development of an HTM-Based Parts Image Recognition System for Small Scale Manufacturing Industry (중소 제조업을 위한 HTM 기반의 부품 이미지 인식 시스템의 개발)

  • Bae, Sun-Gap;Lee, Dae-Han;Diao, Jian-Hua;Nan, Hai-Bao;Sung, Ki-Won;Bae, Jong-Min;Kang, Hyun-Syug
    • The KIPS Transactions:PartD
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    • v.16D no.4
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    • pp.613-620
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    • 2009
  • It is necessary to develop a system of judging whether or not the parts are defective easily at low cost, especially in a small scale factory which manufactures a large variety of products in small amounts. To develop such system, we require to recognize objects using human's cognitive ability under various circumstances. Human's high intelligence originates mostly from neocortex of human brain. The HTM theory, which is proposed by Jeff Hopkins, is one of the recent researches to model the operation principle of neocortex. In this paper we developed PRESM (Parts image REcognition System for small scale Manufacturing industry) system based on the HTM theory to judge badness of manufactured products. As a result of application to the real field of workplace environments we identified the superiority of our recognition system.

Deep Learning Model for Mental Fatigue Discrimination System based on EEG (뇌파기반 정신적 피로 판별을 위한 딥러닝 모델)

  • Seo, Ssang-Hee
    • Journal of Digital Convergence
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    • v.19 no.10
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    • pp.295-301
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    • 2021
  • Individual mental fatigue not only reduces cognitive ability and work performance, but also becomes a major factor in large and small accidents occurring in daily life. In this paper, a CNN model for EEG-based mental fatigue discrimination was proposed. To this end, EEG in the resting state and task state were collected and applied to the proposed CNN model, and then the model performance was analyzed. All subjects who participated in the experiment were right-handed male students attending university, with and average age of 25.5 years. Spectral analysis was performed on the measured EEG in each state, and the performance of the CNN model was compared and analyzed using the raw EEG, absolute power, and relative power as input data of the CNN model. As a result, the relative power of the occipital lobe position in the alpha band showed the best performance. The model accuracy is 85.6% for training data, 78.5% for validation, and 95.7% for test data. The proposed model can be applied to the development of an automated system for mental fatigue detection.

Implementation of Traveling Contents for Elderly Patients using Virtual Reality and Photon Network (가상현실과 포톤 네트워크를 이용한 고령 환자용 여행체험 콘텐츠의 구현)

  • Im, Soo-Bin;Cho, Myeon-Gyun
    • Journal of Convergence for Information Technology
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    • v.8 no.6
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    • pp.123-128
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    • 2018
  • Recently, the number of elderly people residing in nursing homes has increased rapidly due to the increase in the elderly population and the introduction of long-term care insurance. These long-term care patients suffer from chronic illnesses and dementia, and thus suffer from inconveniences or lack of cognitive ability. Thus, psychological and emotional support is urgent because they are depressed away from their families. Therefore, in this paper, we aim to provide a virtual experience of overseas trips by using VR and Photon networks for elderly patients with mobility difficulties. Existing VR-based travel experience service is doing alone, but the proposed contents can enjoy the scenery together with the view of the family member as well as the conversation during the travel experience. It is expected that the elderly patients with long - term care will be able to restore their psychological stability and improve their willingness to heal and improve their quality of life from the proposed application.

The Effect of Voice Therapy Applying Self-Regulation Concepts on Dysphonia Patients (자기 조절 개념을 적용한 음성치료 기법이 발성장애 환자에게 미치는 효과)

  • Lee, Chang-Yoon;An, Soo-Youn;Son, Hee Young
    • Journal of the Korean Society of Laryngology, Phoniatrics and Logopedics
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    • v.30 no.1
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    • pp.15-20
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    • 2019
  • Background and Objectives : The goal of this study is to present a strategy for improving the self-regulation (SR) ability and facilitating the change of vocal behavior by applying voice therapy using the SR concept to the patients with vocal cord nodule and muscle tension dysphonia. Materials and Method : The subjects were 80 patients and 80 patients who were diagnosed with muscle tension dysphonia and vocal nodules. As a control group, the results were compared among patients with the same dysphonia without using SR strategies. The concept of SR before voice therapy was explained to the patients, and the treatment was divided into three stages according to the goal of voice therapy. The treatment stages consist of 1) skill acquisition, 2) habit formation, and 3) habit changes. voice therapy was performed by applying SR strategies such as goal implementation intentions and a less routine behavior. Patient's dropout rates were measured to compare the adherence of voice therapy. Results : Significant improvement was seen in all groups receiving voice therapy. However, in the group using the SR strategy, the voice analysis results showed a relatively low dropout rate of voice therapy. In the generalization confirmation stage, patients who applied SR concept showed better results. SR strategy did no longer be necessary to maintain newly adopted vocal behavior. Conclusion : The results of this study show that SR is one of the cognitive factors that can have a significant impact on the outcome of voice therapy, and also has a positive impact on the acquisition and generalization of new skills. A better understanding of SR and the development of therapeutic strategies using it will play an important role in solving voice problems in clinical settings.

Awareness of Dementia National Responsibility of Elders: Oral Health Items

  • Choi, Yong-Keum;Kim, Eun-Jeong
    • Journal of dental hygiene science
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    • v.19 no.1
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    • pp.67-75
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    • 2019
  • Background: Dementia is a condition in which a person who has been living a normal life suffers from various cognitive impairments in memory, words, and judgment that considerably disrupt daily life. The oral care ability and subjective oral status of elderly individuals with dementia are lower than those of a healthy person. The oral health care of individuals admitted to nursing homes inevitably falls to nursing assistants and nursing care staff. This study aimed to investigate the need for oral health management items of and to provide basic direction for the future of the Dementia National Responsibility System. Methods: Elders aged 65 years and over were selected from a comprehensive welfare center. A total of 155 questionnaires were analyzed. The questionnaire consisted of 15 items about general status, 9 items about recognition of the Dementia National Responsibility System, 5 items of the subjective recognition of oral health, and 6 items of the correlation between oral health and dementia. Results: Among our subjects, 71.0% answered that they did not know about the Dementia National Responsibility System, 78.7% answered that they think they need the system, and 81.9% think that they should add dental health items to the Dementia National Responsibility System. The response to the need for dementia national responsibility, oral health items in the Dementia National Responsibility System, and oral specialists all showed scores of >4 points. The need for the Dementia National Responsibility System, oral health items, and specialists were found. Conclusion: It is necessary to include oral health care items in the Dementia National Responsibility System so that elderly individuals with dementia can receive the needed oral health care.

Research on Management of Test of Proficiency in Koeran(TOPIK) for the disabled examinee (장애인을 위한 한국어능력시험(TOPIK) 운영 방법에 대한 연구 - 시각장애인 응시자를 중심으로 -)

  • Jung, Seung-Yeon;Hwang, Ji-You
    • Journal of Korean language education
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    • v.25 no.1
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    • pp.169-201
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    • 2014
  • The purpose of this research is to analyze the problems of the way of the 32th TOPIK(advanced)'s management for the disabled examinee and to prescribe the management of the TOPIK for them. Since the TOPIK started in 1997, the number of examinee who take it as a qualifying exam for the university entrance have gradually increased. The first disabled examinee who wants to use the result of the TOPIK for entrance into the post graduated university took the 32th TOPIK(advanced level). However, there was no examination regulations and detailed management method for the disabled. The biggest problem was the examinee could not have braille test and answer. The exam supervisor read all that is printed on the test sheet. It caused two big problems. 1) The essay question in writing test became an oral test. 2) The strategies of answering to multiple choice questions could not be used in vocabulary/grammar, writing, listening, and specially reading section. The first problem is occurred because writing and speaking have different cognitive process. The second one can be strongly related to the result in reading section. Above all, these disrupt accurate assessment of the examinee's writing and reading achievement. Therefore, this research insists the TOPIK needs to have the regulation and prescribe the management for the disabled. This research suggests 5 regulations for the blind examinee which covers the test time, supervisor, place and request of the examinee. These refer to the regulation for the disable in the other tests, such as the college scholarship ability test, TOEFL, TEPS, and a civil service exam.

AHRS Sensor Data Correction for Improved Immersion in VR (VR의 몰입감 향상을 위한 AHRS 센서 데이터 값 보정)

  • Oh, Am-Suk
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.11
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    • pp.1413-1420
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    • 2018
  • The VR / AR market has grown significantly due to the development of virtual reality and augmented reality in the core technology field of the 4th Industrial Revolution. Since VR is basically focused on space and time, and the human brain is very sensitive to temporal events, it is important to make accurate I / O interface technology, one of the virtual reality technologies, not to affect the brain's cognitive ability. VR depends on the technology of the hardware such as the display and the sensor for biometric signal recognition. In this paper, in order to prevent the sensitive brain from affecting the sensor device in consideration of hardware dependency of VR, it is necessary to make various corrections to lower the motion to photon (MTP) to 20m / s or less experiments on the method and filtering were carried out.

A Study on the Development of ICT Curriculum for Private Security Workers (민간경비 종사자의 ICT직무교육과정 개발에 관한 연구)

  • Sim, Hyun;Kwon, Gyeong-Ae
    • The Journal of the Korea institute of electronic communication sciences
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    • v.14 no.2
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    • pp.397-404
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    • 2019
  • This study developed the ICT curriculum focusing on apartment security guards and analyzed the actual application results. We developed the educational contents and it designed ICT job courseware for elder education by considering and that designed in consideration of the computer attitudes and physical and cognitive characteristics of the elderly. The educational program was applied to the experimental group and the satisfaction and the educational effect were analyzed through the pre and post test results. As a result of the analysis, the satisfaction level of the education program was higher than the average of 4.00 points. The elderly informal education program was examined by using the qualitative assessment test tool before and after the application of the education program. Internet self-efficacy of experiment group, improvement of internet utilization ability, usage of internet use, personal information willingness, life correction, elimination of conflict among generations, self-confidence, and internet stress increased statistically significantly. These results suggest that the "Private Expense ICT Job Training" program developed in this study can be effective for elderly informatization and can be applied to other elderly education programs and contribute to promotion.

TREATMENT BARRIERS OF SPECIAL NEEDS PATIENTS - PART 2. CONSIDERATION FROM THE PERSPECTIVES OF CAREGIVERS (장애인 구강진료 접근성 제약 - Part 2. 장애인 환자 보호자 측면에서의 고찰)

  • Chang, Juhea
    • The Journal of Korea Assosiation for Disability and Oral Health
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    • v.15 no.1
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    • pp.14-22
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    • 2019
  • The aim of this study was to determine the factors contributing to the barrier of dental treatment for special needs patients perceived by the main caregivers of the patients. A questionnaire was developed with three parts: patient-related factors, caregiver-related factors, and factors for treatment barriers. Patient- and caregiver-related factors were analyzed for correlations with the barrier factors. Fisher's exact test and Chi-square test were used at the level of 0.05. A total of 52 caregivers (mean age [SD]=50.2 [11.5] years) for the patients with intellectual and cognitive disabilities (mean age [SD]=38.9 [21.3]) responded to the questionnaires. Oral hygiene status, need for assistance in tooth brushing, and cooperation for tooth brushing were correlated with the level of treatment cooperation of the patients (p<0.05). The above three factors were also correlated with the treatment barrier despite patients presenting oral symptoms (p<0.05). Two thirds of the caregivers felt the treatment cost as severe or a considerable financial burden. For patients, insurance types and need for assistance in tooth brushing, and for caregivers, education levels and financial status were significant factors contributing to financial burden (p<0.05). There were background factors of the patients and their caregivers associated with access to dental treatment for special needs patients. Deficient cooperative skills and financial burdens were the main obstacles to treatment access. Tooth brushing skills and oral hygiene status can be proxy measures to cooperative ability for dental treatment.

Differences of Smoothness and Coordination of the Fingers and Upper Extremities between Skilled and Non-skilled Players during Receiving the Basketball (농구 패스 리시브 시 숙련자와 비숙련자 간의 동작의 부드러움과 손가락 및 상지 협응의 차이)

  • Park, Sangheon;Lim, Hee Sung;Yoon, Sukhoon
    • Korean Journal of Applied Biomechanics
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    • v.29 no.2
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    • pp.53-60
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    • 2019
  • Objective: The purpose of this study was to investigate the differences of smoothness and coordination of the fingers and upper extremities between skilled and non-skilled players during receiving the basketball. Method: Ten male recreational basketball players (age: $23.2{\pm}2.7yrs.$, career: $8.6{\pm}1.6yrs.$, height: $177.3{\pm}6.0$, weight: $72.9{\pm}8.5kg$) careering over five years and ten non-skilled males (age: $27.3{\pm}1.5yrs.$, height: $173.7{\pm}5.6$, weight: $73.2{\pm}12.6kg$) were participated in this study. Then, participants were asked to perform basketball receiving movement for ten times. The receiving movements were recorded by eight infrared cameras (Oqus 300, Qualisys, Sweden). The collected rad data were calculated to duration of basketball receiving, Jerk-Cost, CRP and CRP variability. Results: The CRP of MCP-Wr, Wr-El in skilled group were greater than non-skilled group (p<.05). The CRP variability of El-Sh in non-skilled group was greater than skilled group (p<.05). Conclusion: These results suggest that skilled players perform more effective movement for impact absorption from the basketball. Moreover, the skilled players have consistent movement patterns during basketball performance. Lastly, it is important to train finger sensation and cognitive ability of thrown basketball from the passer.