• Title/Summary/Keyword: learner recognition

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Analyzing facial expression of a learner in e-Learning system (e-Learning에서 나타날 수 있는 학습자의 얼굴 표정 분석)

  • Park, Jung-Hyun;Jeong, Sang-Mok;Lee, Wan-Bok;Song, Ki-Sang
    • Proceedings of the Korea Contents Association Conference
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    • 2006.05a
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    • pp.160-163
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    • 2006
  • If an instruction system understood the interest and activeness of a learner in real time, it could provide some interesting factors when a learner is tired of learning. It could work as an adaptive tutoring system to help a learner to understand something difficult to understand. Currently the area of the facial expression recognition mainly deals with the facial expression of adults focusing on anger, hatred, fear, sadness, surprising and gladness. These daily facial expressions couldn't be one of expressions of a learner in e-Learning. They should first study the facial expressions of a learner in e-Learning to recognize the feeling of a learner. Collecting as many expression pictures as possible, they should study the meaning of each expression. This study, as a prior research, analyzes the feelings of learners and facial expressions of learners in e-Learning in relation to the feelings to establish the facial expressions database.

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The Research of Effect of Cyber Education at Always Learning System in Affinity of Cyber Education for Officials: Focusing on Busan Metropolitan City (상시학습체제에서 사이버교육 요인이 공무원의 사이버교육 선호도에 미치는 영향 -부산광역시를 중심으로-)

  • Park, Myung-Kyu;Sim, Sun-Hee;Kim, Ha-Kyun
    • Journal of Fisheries and Marine Sciences Education
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    • v.23 no.1
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    • pp.116-125
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    • 2011
  • In this study, a survey research was conducted on government employees in Busan Metropolitan City to identify the influence of cyber education factors (learning factor, learner factor, and learning system factor) on the preference for government employee cyber education offered by the government always learning system. Analyzed results, recognition of learning factor, learner factor, and always learning system were shown to have significant influence on the preference for cyber education, but no indication of influence by always learning support. This study intends to assist stimulating voluntary participation in cyber education and active commitment in learning activities through improving learning effect and fortifying convenient informatization education, with regard to activation of cyber education and improved preference for cyber education.

A Case Study of Exploring the Direction of Woman Engineering Education by the Analysis of Learner's Recognition (학습자 인식 분석을 통한 여성 공학교육 방향 탐색 사례 연구)

  • Heo, Gyun;Weon, Hyo-Heon;Lee, Woon-Sik
    • Journal of Engineering Education Research
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    • v.10 no.3
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    • pp.21-37
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    • 2007
  • The purpose of this study is to exploring the direction of woman engineering education by the analysis of learner's recognition. In order to investigate the direction of woman engineering education, the literature reviews were explored in the context of the human resource developmentand in the viewpoint of instructional technology. The survey results such as the learner's experience recognition of engineering education were analyzed and they were discussed by experts in the field of education, instructional technology, and engineering. From the analysis result of 399 students(man:206, woman:193) in P university, there were significant differences with man and woman to the factors of (a) understanding, (b) satisfaction, (c) motivation, (d) learning ability, (e) parents' expectation, (f) pleasure in the study, and (g) expectation grade. This study was suggesting the recommendations of woman engineering education in the viewpoints of cognition, emotion, motivation, environment and instructional strategy. The research results will show the cues of human resource development for women in the field of engineering education.

Relation Research on Participation Valence and Learning Flow of Adult Learner in the Credit Bank System (성인학습자의 학점은행제 참여 유의가와 학습몰입 관계 연구)

  • SONG, Kyoung-Hwa;JUNG, Ju-Young;AHN, Young-Sik
    • Journal of Fisheries and Marine Sciences Education
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    • v.28 no.5
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    • pp.1209-1219
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    • 2016
  • In knowledge based society, lifelong learning is increasing in order to meet educational needs of adult learners. Credit Bank system which is credited by individual experience, learning and qualifications are also emphasized for continuing learning participation. However, in spite of the importance of concern in the Credit Bank System, adult learners expectation and value are not high. The purpose of this study is to analyze participation valence and learning flow of adult learner in the Credit Bank System. The result of this study is summarized as follows: first, adult learners participated in the Credit Bank System to get new knowledge and skill based on internal and external motivation and requirement not involved with individual degree. Second, adult learners participating in the Credit Bank System are experiencing learning flow realizing that behavior of participation is compensated, adult learners are concentrating and feeling with satisfaction and pleasure to study. Third, participation in the Credit Bank System based on adult learner's own right learning requirement have been analyzed as it has a positive effect to the learning flow and have indicated that adult learners having high level of valence experience, recognition immersion, behavioral devotion, and egoistic immersion. Based on the conclusion, further studies are suggested.

Covariance-based Recognition Using Machine Learning Model

  • Osman, Hassab Elgawi
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2009.01a
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    • pp.223-228
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    • 2009
  • We propose an on-line machine learning approach for object recognition, where new images are continuously added and the recognition decision is made without delay. Random forest (RF) classifier has been extensively used as a generative model for classification and regression applications. We extend this technique for the task of building incremental component-based detector. First we employ object descriptor model based on bag of covariance matrices, to represent an object region then run our on-line RF learner to select object descriptors and to learn an object classifier. Experiments of the object recognition are provided to verify the effectiveness of the proposed approach. Results demonstrate that the propose model yields in object recognition performance comparable to the benchmark standard RF, AdaBoost, and SVM classifiers.

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A study on the method for distinguishing general from science-inclined learners by using Pattern Recognition (패턴인식을 이용한 과학영재 판별 도구에 관한 연구)

  • Bang, Seung-Jin;Choi, Jung-Oh;Kim, Hyouk
    • Communications of Mathematical Education
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    • v.20 no.4 s.28
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    • pp.551-559
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    • 2006
  • Pattern Recognition measures the ability of learners to distinguish between two sets of shapes or figures. Locating similar patterns on either side of the presented problem determines a learner's capacity or aptitude for science over general studies. At Ajou University's Institute for Scientifically Enabled Youth, we conducted research using a sample composed of middle school students with general and scientific backgrounds. The result proved that Pattern Recognition measures a different creative talent other than problem solving. In our opinion, Pattern Recognition would be a method better suited to elementary learners over those in middle or high school.

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An automatic pronunciation evaluation system using non-native teacher's speech model (비원어민 교수자 음성모델을 이용한 자동발음평가 시스템)

  • Park, Hye-bin;Kim, Dong Heon;Joung, Jinoo
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.16 no.2
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    • pp.131-136
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    • 2016
  • An appropriate evaluation on learner's pronunciation has been an important part of foreign language education. The learners should be evaluated and receive proper feedback for pronunciation improvement. Due to the cost and consistency problem of human evaluation, automatic pronunciation evaluation system has been studied. The most of the current automatic evaluation systems utilizes underlying Automatic Speech Recognition (ASR) technology. We suggest in this work to evaluate learner's pronunciation accuracy and fluency in word-level using the ASR and non-native teacher's speech model. Through the performance evaluation on our system, we confirm the overall evaluation result of pronunciation accuracy and fluency actually represents the learner's English skill level quite accurately.

Art Class for Preventing From Cyberbullying By Using Pictogram (픽토그램을 활용한 사이버불링 예방 미술 수업)

  • Seo, Jung A;Huh, Yoon Jung
    • Journal of the Korea Convergence Society
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    • v.10 no.2
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    • pp.149-158
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    • 2019
  • Cyberbullying, one of the acts of cyber violence, is becoming a problem as digital devices become popular. Therefore, this study intends to provide pictograms that can communicate visually in order to raise awareness of cyberbullying prevention. 'Cyberbullying prevention pictogram' was conducted in total 6 times for 5 middle and high school boys. After analyzing the works, the results of this study are as follows. First, we investigated the change of cyberbullying recognition, empathy sensitivity, message visualization and social participation. First, the learner relaxed the burden of the art expression by using app, and the interest of the art was improved. Second, the learner recognized the seriousness of cyberbullying's violence and recognized the importance of preventing cyberbullying. Third, the learner improved sympathy sensitivity that sympathizes the suffering of cyberbullying victims. Fourth, cyberbullying prevention pictograms improved the ability to read, utilize and interpret visual images through sharing works. Fifth, the work was posted on an Instagram to give concrete action on social problems. In conclusion, we proved the effectiveness of cyberbullying prevention art class using pictograms.

Teachers' Recognition of the Problems in Mathematics Education and Development of Math Textbooks from the Perspective of Learner-Centered Education (학습자 중심 교육의 관점에서 교사들의 수학교육의 문제점 인식과 수학 모델 교과서 개발)

  • Lee, Ji Yoon;Kim, Sun Hee;Lee, Hwan Chul
    • Communications of Mathematical Education
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    • v.30 no.4
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    • pp.499-514
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    • 2016
  • As people get to aware that the traditional teacher-centered education can not develop individual students' diversity and creativity and cope with the rapidly changing future society, Korean government has emphasized the learner-centered education since the 7th curriculum. Under this background, we have analyzed the problems of mathematics education that teachers recognized and the features of mathematics textbooks that they developed within the framework of leaner-centered education on the basis of the resources developed from 'Student-centered mathematics textbook improvement teacher research group in 2015.' As a result of using the framework of 'Learner-centered psychological principles (APA, 1997)' for analysis, teachers pointed out the problems related to the principles of Motivational and emotional influences on learning, Individual differences in learning, Developmental influences on learning, Nature of the learning process, and Construction of knowledge, in order. The features of textbook teachers developed reflected the principles of Nature of the learning process, Construction of knowledge, and Motivational and emotional influences on learning, in order. Finally, as we have compared teachers' recognition of the problems with the features of the textbooks developed, most of the problems teachers recognized are reflected in the textbooks; however, the Cognitive and metacognitive factor takes higher possession on the textbooks compared with the problems being recognized, and the Motivational and affective factor takes lower possession on the textbooks compared with the problems being recognized. Accordingly, we have been able to search for the solution to realize the learner-centered education through math textbooks.

The Guessing Model Revisited: A Case Study of a Korean Young Learner

  • Yim, Su Yon
    • English Language & Literature Teaching
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    • v.17 no.3
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    • pp.273-290
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    • 2011
  • This paper presents a case study involving one Korean primary school student and people around him in order to explore the reading process in English of a young Korean EFL learner and to investigate the social context in which his reading takes place. Six participants were included in the study (one primary school student and five adult participants). The student participant was asked to read a text in English and translate what he read into Korean and the teacher participants were asked to listen to the student's reading. Semi-structured interview was used to collect data from the student as well as five adult participants (his private tutor, his parent, his state school teacher, and two other state school teachers). The analysis reveals four characteristics of the way a young EFL learner approaches reading: word-by-word reading, disconnected word recognition, selective use of cues, and lack of awareness of difficulties. The four characteristics of Kilsu's reading suggest that reading can become a wild guessing game for young foreign learners, if they give selective attention to unimportant cues while reading. The pedagogical implications of this study are also discussed to help teachers designing reading lessons for young learners.

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