• Title/Summary/Keyword: Recognition Ability

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A Study on Classification of Waveforms Using Manifold Embedding Based on Commute Time (컴뮤트 타임 기반의 다양체 임베딩을 이용한 파형 신호 인식에 관한 연구)

  • Hahn, Hee-Il
    • Journal of the Institute of Electronics and Information Engineers
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    • v.51 no.2
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    • pp.148-155
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    • 2014
  • In this paper a commute time embedding is implemented by organizing patches according to the graph-based metric, and its properties are investigated via changing the number of nodes on the graph.. It is shown that manifold embedding methods generate the intrinsic geometric structures when waveforms such as speech or music instrumental sound signals are embedded on the low dimensional Euclidean space. Basically manifold embedding algorithms only project the training samples on the graph into an embedding subspace but can not generalize the learning results to test samples. They are very effective for data clustering but are not appropriate for classification or recognition. In this paper a commute time guided transform is adopted to enhance the generalization ability and its performance is analyzed by applying it to the classification of 6 kinds of music instrumental sounds.

Software Teaching.Learning Strategy for Improvement of Software Adaptability (SW 적응력 향상을 위한 SW 교수.학습 전략)

  • Yoo, In-Hwan;Koo, Duk-Hoi
    • Journal of The Korean Association of Information Education
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    • v.8 no.4
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    • pp.501-510
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    • 2004
  • The activation of the latest ICT(Information and Communication Technology)education has been putting more importance on the education of the application SW(software). By the way, the geometric progression of knowledge and the fast development of computer technology have continuously created new SW. Accordingly, the previous traditional SW learning paradigm runs into various problems. This study starts from the recognition of such problems. In this study, the SW adaptability is defined as the ability that learners can efficiently find and apply the suitable functions of SW to those problems in the problematic circumstances as well as promote retention and metastasis. With these premises, this paper makes an inquiry into the teaching-learning method. Besides, This paper explores the SW usability and the principles of UI(User Interface) design and deduces the SW learning strategy. Furthermore, it probes problems of the SW teaching-learning of the demonstration practice method and proposes the inquiring master for SW adaptability teaching-learning model.

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Evaluative Study of Hospice Education using Data Triangulation (자료적 트라이앵귤레이션 방법의 활용을 통한 호스피스 교육평가에 관한 연구)

  • Paik Hoon-Jung;Kim Chun-Mi;Choi Soon-Young;Park Soon-Ok;Moon Jin-Ha;Kim Jung-Suk;Kim Ae-Jung
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.12 no.1
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    • pp.91-100
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    • 2005
  • Purpose: This research used quantitative research to identify differences in death consciousness between pre and post education. The study was also designed to further understanding of the effects of nursing education by using a qualitative analysis to examine hospice education experience. Method: This study a one group pre-post test design. Results: 1 The mean score for the students' death consciousness before the hospice education averaged $2.15{\pm}\;.33$, a medium level for death Consciousness. The Score after education was $2.25{\pm}\;.36$, that is, there was higher score for death consciousness after education. 2. The result of classification, giving their names and categorizing the experience of being in a coffin shown to be self-reflection, regret, recognition to death, death as discontinuation of life, the last closing from everything, death as a sad and cruel event, death as another world, specialist intuition of nursing. Conclusion: This research provided an opportunity for nursing students to consider death earnestly and realistically through hospice nursing education. We also discovered affirmative changes in the students' viewpoint of death, students who in future clinical practice may work with elders. We also found increases in motives to develop ability to present effective aid to dying patients.

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Influences of Socio-demographic Factors, Health-related Recognitions and Dietary Behaviors on Use and Purchasing of Vegetables among Adult Women (일부지역 성인여성의 사회경제적요인, 건강관련의식구조 및 식생활태도와 채소류 소비에 미치는 영향)

  • Oh, Hae-Sook
    • The Korean Journal of Community Living Science
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    • v.19 no.4
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    • pp.481-495
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    • 2008
  • The aim of this study was to investigate the effects of socio-demographic and health-related perceptions and twenty dietary behaviors on the superiority and preference, convenient use of and purchase motives of vegetables among 370 women(mean age 43.9) in Seoul and metropolitan and Gangwon area. Data was collected using a questionnaire developed in advanced studies. Almost all subjects rated vegetables more predominantly than grains or meats on the basis of health, diversity, and convenience to purchase. Recognition of healthly funcions of diet, purpose of diet and some dietary behaviors had influence on preference for vegetables. Those who recognized that diet had the function of disease control and prevention, knew the healthy options vegetables provide us, such as, preventing us from geriatric diseases, good sources of vitamins and minerals and considered other motives aside from health issues. From Pearsons's correlation analysis, it was revealed that sufficient time for meal preparation and pleasant eating and desirable life style and dietary attitudes, and a better understanding of nutrition were positively correlated with consumption of more vegetables and convenient use of vegetables. The subjects who recognized the ability of food to help prevent diseases, had a preference for vegetables and attitude to use nutritional knowledge and also considered the nutrition values of vegetables and environment friendliness. Everyday use of vegetables such as consuming a variety of different vegetables, a families favorite vegetables and variation of cooking methods had correlated positively with purchase motives. Therefore to encourage consumption of vegetables, it is important to notice three points continuously; first, practical information of nutritive values of vegetables, the contribution of vegetables in current animal protein foods centered diet and healthful functionalities. Second, the importance of regular diet and steadfast attitude and lifestyle. Finally, the quality of the market where the products are bought such as, quality control of freshness, sanitation, expression of producer and a pleasant environment to shop in.

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A study for semi-static quadruped walking robot using wave gait (물결걸음새를 이용한 준정적 4족 보행로봇에 관한 연구)

  • 최기훈;김태형;유재명;김영탁
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2001.04a
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    • pp.551-554
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    • 2001
  • A necessity of remote control robots or various searching robots etc. that accomplish works given instead of human under long distance and extreme environment such as volcano, universe, deep-sea exploration and nuclear power plant etc. is increasing, and so the development and the research regarding these mobile robots are actively progressing. The wheel mobile robot or the track mobile robot have a sufficient energy efficiency under this en, but also have a lot of limits to accomplish works given which are caused from the restriction of mobile ability. Therefore, recently many researches for the walking robot with superior mobility and energy efficiency on the terrain, which is uneven or where obstacles, inclination and stairways exist, have been doing. The research for these walking robots is separated into fields of mechanism and control system, gait research, circumference environment and system condition recognition etc. greatly. It is a research field that the gait research among these is the centralist in actual implementation of walking robot unlike different mobile robots. A research field for gait of walking robot is classified into two parts according to the nature of the stability and the walking speed, static gait or dynamic gait. While the speed of a static gait is lower than that of a dynamic gait, a static gait which moves the robot to maintain a static stability guarantees a superior stability relatively. A dynamic gait, which make the robot walk controlling the instability caused by the gravity during the two leg supporting period and so maintaining the stability of the robot body spontaneously, is suitable for high speed walking but has a relatively low stability and a difficulty in implementation compared with a static gait. The quadruped walking robot has a strong point that can embody these gaits together. In this research, we will develope an autonomous quadruped robot with an asaptibility to the environment by selectry appropriate gait, element such as duty factor, stride, trajectory, etc.

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Study on Attitude of College Students and Physical Therapists towards Seniors with Dementia (대학생과 물리치료사의 치매노인에 대한 태도 연구)

  • Lee, Minsoo;Kim, Myungchul;Kim, Seungkyun
    • Journal of The Korean Society of Integrative Medicine
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    • v.2 no.2
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    • pp.21-29
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    • 2014
  • Purpose : This study is aimed at offering basic data for fostering the flexible attitude of physical therapy students towards seniors with dementia and the clinical ability to deal with such patients without fear after employment. Method : We investigated 181 physical therapists and 225 university students by using questionnaires from August 12 to September 19 2013. The questionnaire that used in this study was consisted by question about general characteristics, knowledge of dementia, attitude of dementia. The following result was obtained by using SPSS 19.0. Result : Attitude scores for dementia, Physical therapist was 41.66. Physical Therapy student was 40.34. Non-student Department of Health was 39.22. Non-Department of Health student was affected by acquisition of dementia information and living with the elderly. Physical Therapy student had significant influence depending on the household monthly income. Non-Department of Health student had significant influence depending on student age. Physical therapist had significant influence in accordance with dementia information. Conclusion : The study has revealed that the following factors of the therapists influence their attitudes towards dementia: their age; educational level; whether or not they have a family member with dementia; whether or not they have obtained information on dementia. Based on the finding, it is necessary to foster the flexible attitude of students towards seniors with dementia and provide education on effective clinical approaches upon physical therapy.

The Effects on the Factors of Scholar Resilience for Self-efficiency and Scholar Attainment of High School Student : An Analysis on the Control Effects of Stress Scale (고등학생의 학습탄력성 요인이 자기효능감과 학업성취감에 미치는 영향 : 스트레스 정도의 조절효과 분석을 중심으로)

  • Lee, Shin-Sook;Kang, Gil-Hyun
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.8
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    • pp.187-196
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    • 2014
  • This study analyzed whether the factors of studying resilience of high school students had a control effect on self-efficacy and academic achievements depending on the degree of stress. For this purpose, this study set the cause and effect model and the research hypothesis through literature and then conducted a survey of 292 people of high school students in G metropolitan city. The analysis of this study showed that recognition ability and communication skill, which are the factors of studying resilience, had different effects on self-efficacy and academic achievements depending on the degree of stress. It has great significance that if the stress level of the high school students is lower, self-efficacy and academic achievements are higher. Therefore, this study suggested how to inspire the academic achievements based on the results of this analysis.

A Development of The Road Surface Decision Algorithm Using SVM(Support Vector Machine) Clustering Methods (SVM(Support Vector Machine) 기법을 활용한 노면상태 판별 알고리즘 개발)

  • Kim, Jong Hoon;Won, Jae Moo
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.12 no.5
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    • pp.1-12
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    • 2013
  • Road's accidents caused by Ice, snow, Wet of roads surface conditions and weather conditions situations that are constantly occurring. That is, driver's negligence and safe driving ability of individuals due to lack of awareness, and Road management main agent(the government and the public, etc.) due to road conditions, if there is insufficient information. So Related research needs is a trend that is required. In this study, gather Camera(Stereo camera)'s image data, and analysis polarization coefficients and wavelet transform. And unlike traditional single-dimensional classification algorithms as multi-dimensional analysis by using SVM classification techniques, develop an algorithm to determine road conditions. Four on the road conditions (dry, wet, snow, ice) recognition success rate for the detection and analysis of experiments.

Study for Validation of the Korean Childcare Teacher's Job Satisfaction Scale(K-CTJSS) (한국형 보육교사 직무만족척도(K-CTJSS)의 표준화를 위한 타당화 연구)

  • Cho, Song-Yon;Baik, Eun-Joo;Kim, Hye-Gum;Kwon, Yeon-Hee;Jung, Jee-Nha
    • Journal of Families and Better Life
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    • v.29 no.2
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    • pp.1-12
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    • 2011
  • The purpose of this study was to validate the standardization of the "Korean Childcare Teacher's Job Satisfaction Scale"(K-CTJSS) that the validity and reliability was evaluated by pretest in 2009. K-CTJSS is composed by 40 items with 6 factors and is responded by 6 point Likert scale. Participants consisted of 1,276 childcare teachers in Korea except Gangwon-do and Jeju-do by purposive sampling. Results were as follows: First, exploratory factor analysis resulted in 40 items composed of 6 factors (director's childcare center management system, social recognition, working environment and welfare, workload and time management, relationship with co-workers, relationship with parents). Second, the confirmatory factor analysis supported a 6 factor structure by resulting over appropriate level of goodness of fit. Third, inter-corelation coefficients among 6 factors were significant level(r = .10~.70). Fourth, the reli ability level of 6 factors by Cronbach's ${\alpha}$ were high(.84~.95.). Finally, concurrent validity levels with Childhood Job Satisfaction Survey(Jorde-Bloom, 1989) and the Satisfaction with Life Scale(Diener et al., 1985) were r = .07~.84 and .19~.46, respectively.

Region-growing based Hand Segmentation Algorithm using Skin Color and Depth Information (피부색 및 깊이정보를 이용한 영역채움 기반 손 분리 기법)

  • Seo, Jonghoon;Chae, Seungho;Shim, Jinwook;Kim, Hayoung;Han, Tack-Don
    • Journal of Korea Multimedia Society
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    • v.16 no.9
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    • pp.1031-1043
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    • 2013
  • Extracting hand region from images is the first part in the process to recognize hand posture and gesture interaction. Therefore, a good segmenting method is important because it determines the overall performance of hand recognition systems. Conventional hand segmentation researches were prone to changing illumination conditions or limited to the ability to detect multiple people. In this paper, we propose a robust technique based on the fusion of skin-color data and depth information for hand segmentation process. The proposed algorithm uses skin-color data to localize accurate seed location for region-growing from a complicated background. Based on the seed location, our algorithm adjusts each detected blob to fill up the hole region. A region-growing algorithm is applied to the adjusted blob boundary at the detected depth image to obtain a robust hand region against illumination effects. Also, the resulting hand region is used to train our skin-model adaptively which further reduces the effects of changing illumination. We conducted experiments to compare our results with conventional techniques which validates the robustness of the proposed algorithm and in addition we show our method works well even in a counter light condition.