• Management & Information Systems Review
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• v.34 no.5
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• pp.127-148
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• 2015

The results indicate that direction of online reviews have a significant effect on both information reliability and product attitude. In addition, consumers' shopping experience also shows a moderating effect between the direction of online reviews and the dependent variables. Furthermore, product type also shows a moderating effect on the information reliability, yet not on the product attitude. In clarify the relationship between the satisfaction and success of smart-learning smart learning and learner analyzes the main factors that affect the learning flow results, The smart learning variety of properties, personalization, complexity affects the learning flow variety, personalization, ubiquity affects the interaction, It was analyzed by a useful impact on the learner interactivity and immersive learning outcomes. This gives the implications of the smart learning attributes are important in order to maximize the learning experience for smart learning.

• Journal of the Korean Data and Information Science Society
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• v.26 no.1
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• pp.55-64
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• 2015

The present study identified the brain based learning activities on the individual learning senses by using the brain laterality and the whole brain index. Students receive the information through the visual, auditory, and kinesthetic senses by Politano and Paquin's (2000) classification. These learning senses are reflected on brain by the various combinations of senses for learning. Measuring the types of the learning senses involving in brain laterality and whole brain is required to figure out the related learning styles. Self-directed learning involved in the learning senses shows the problem-based learning associated to the brain function by emphasizing the balanced brain utilization which is known as whole brain. These research results showed the successful whole brain learning is closely associated with elevated auditory learning and elevated visual learning in sensorimotor brainwave rhythm (SMR) while it shows the close association with elevated kinesthetic and elevated visual learning in beta brainwave rhythm.

• The Journal of the Korea Contents Association
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• v.13 no.11
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• pp.1014-1023
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• 2013

Rapid developments of Information and Communication Technologies(ICT) have made people learn with online contents allowing learning at onilne universities. The environments of offering educational contents at online universities differ from those at offline-based ones, so that alternative variables need to be considered in order to enhance learning effectiveness in online settings. In this study, the effects of Self-Regulated Learning(SRL) and motivation on learner-instructor interactions and academic performance in an online university were addressed. As a result, SRL and motivation not only directly affected both interactions and achievements, but also indirectly affected achievements via interactions. Also, learner-instructor interactions were directly effective on learning achievements. The implications of the research included comprehensive understandings of the structural relationships of teaching- and learning-related variables on learning. Suggestions were made based on the results.

• Journal of Digital Convergence
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• v.13 no.9
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• pp.11-19
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• 2015

The purpose of this research was to investigate factors influencing learning outcomes and effects of self-directed learning ability and motivation on learning satisfaction of nursing students in blended learning environment. A survey was used, and the subjects were 140 undergraduate students participated in Adult Nursing lesson at D University. Data collected from 9 to 14 June, 2014. There were no significant differences among general characteristics. Self-directed learning ability and learning satisfaction had significant correlations with each other (r=.25, p=.003). Self-directed learning ability was significantly associated with learning satisfaction, explaining 22.1% of the variance (F=20.74, p<.001). The results suggest that further research is needed to consider self-directed learning ability of students and to test the advantages of blended learning in developing contents in blended learning.

• Communications of Mathematical Education
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• v.33 no.3
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• pp.181-205
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• 2019

This study analyzed how university students' motivations for learning mathematics and emotions for learning mathematics occur and how they relate to each other by introducing the factor called needs in the particular context of mathematics learning, mathematics class centered on peer discussions. We conceptualized the key concepts of the study, motivation for learning mathematics and emotion for learning mathematics. Based on them, we drew specific ways to observe motivation and emotion for learning mathematics and conduct the research. As a result, motivations for learning mathematics occurred to satisfy some needs. Also, positive emotions for learning mathematics occurred when some needs were satisfied, whereas negative emotion for learning mathematics occurred when some needs were not satisfied. Furthermore, when the needs leading to motivations for leaning mathematics were satisfied, positive emotions for learning mathematics occurred. The unfulfilled needs leading to negative emotions for learning mathematics make motivations for learning mathematics occur to satisfy those needs.

• 대한공업교육학회지
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• v.31 no.2
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• pp.332-349
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• 2006

The purpose of this study is to identify the relationship between the University students' learning styles in an e-learning according to the major field and learning styles in an e-learning according to the psychological types. The results of the research are as follows: First, The Major field made no difference to the learning styles in e-learning. E-learning styles of University student are as follows : the environment-dependent and self-directed learning style, positive and cooperative learning style, environment-independent and self-directed learning style. Second, In comparison with the boys and girl's the learning styles in e-learning, there were individual differences. But the environment-dependent and self-taught learning style was the highest learning style in Boys and Girl's but, especially there was more high in Girl's. Third, Amount to use internet made no difference to the learning styles in e-learning. The difference of learning styles in an e-learning environment according to Extraversion-Introversion, Sensing-Intuition, Thinking-Feeling among Psychological Types were statistically meaningless.

• ETRI Journal
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• v.10 no.3
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• pp.113-124
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• 1988

본 논문에서는 한글 단어를 발음 기호로 변환시키는 인공신경망의 설계와 이를 시뮬레이션한 결과에 대하여 논한다. 이 인공신경망은 multi-layer perceptron 구조를 가지며 error back-propagation 학습 알고리즘을 사용하였다. 이 인공신경망에 한글 발음 사전의 일부를 반복적으로 제시하여 학습시킨 결과, 학습한 단어에 대하여 최고 97%의 정확도로 변환 작업을 수행하였고 학습하지 않은 단어에 대해서는 91%의 정확도를 보였다. 이는 설계된 인공신경망이 발음 사전 내에 포괄적으로 내재되어 있는 발음규칙을 스스로 학습하였음을 나타낸다. 아울러 신경망의 학습 성취도와 입력 코드와의 관계도 연구하였는데, 한글단어를 발음기호로 변환하는 데에 있어서 compact 코드 보다 local 코드일 때 학습 성취도가 높은 것이 실험을 통해 밝혀졌다.

• The KIPS Transactions:PartC
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• v.12C no.5 s.101
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• pp.649-658
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• 2005

Since the Network based attack Is extensive in the real state of damage, It is very important to detect intrusion quickly at the beginning. But the intrusion detection using supervised learning needs either the preprocessing enormous data or the manager's analysis. Also it has two difficulties to detect abnormal traffic that the manager's analysis might be incorrect and would miss the real time detection. In this paper, we propose a traffic attributes correlation analysis mechanism based on self-organizing maps(SOM) for the real-time intrusion detection. The proposed mechanism has three steps. First, with unsupervised learning build a map cluster composed of similar traffic. Second, label each map cluster to divide the map into normal traffic and abnormal traffic. In this step there is a rule which is created through the correlation analysis with SOM. At last, the mechanism would the process real-time detecting and updating gradually. During a lot of experiments the proposed mechanism has good performance in real-time intrusion to combine of unsupervised learning and supervised learning than that of supervised learning.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.18 no.1
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• pp.269-281
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• 2017

Recently, the need for research into environmental and intrapsychic variables to promote active career preparation behavior is increasing, due to the increasing need to cultivate career preparation behavior starting from middle school. On the basis of this need, the purpose of this study is to identify the mediating effects of hope in the relationship between maternal learning involvement and career preparation behavior among middle school students. We surveyed 320 middle school students in W city, Gangwon-do, regarding these variables. We evaluated the results according to Baron and Kenny's (1986) mediating effect test procedure. The findings showed a significant positive correlation between positive maternal learning involvement, such as respecting their children's learning methods and providing academic information and advice, and the students' career preparation behavior and hope. However, the findings didn't show any significant correlation between negative maternal learning involvement, such as pressure for academic performance, and the students' career preparation and hope. Furthermore, hope was found to partially mediate the relationship between maternal positive learning involvement, including academic information and advice, and career preparation behavior, while fully mediating the relationship between career preparation behavior and respecting the students' learning methods. However, it did not have any mediating effect on the relationship between pressure for academic performance and career preparation behavior. These results highlight the important role that instilling hope in students, through respecting their learning methods and advising and providing the necessary academic information, plays in achieving a higher level of career preparation behavior.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.21 no.3
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• pp.510-521
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• 2020

The university is attempting educational innovation to cultivate talents required by society. The purpose of this study was to prove the educational effect by applying the PBL to on a fashion theoretical course. The research methods are theatrical research and model development research to guide to utilizing PBL. As a result of this study, the learners' satisfaction with the subject applying PBL was evaluated quite positively. In general, it has been shown to have a very effective effect on improving the learner's problem-solving capability, cooperative learning capability, and self-directed learning capability. In particular, the problem-solving capability is relatively high compared to other factors. The result is consistent with the educational goal of the PBL for improving the learner's problem-solving capability. Perceivable correlation analysis on the relationship between the factors to grasp the educational effect of the PBL revealed the factors with a static correlation. In particular, the problem solving capability and cooperative learning capability developed a significant correlation with self-directed learning capability. This is a testament to their ability to exert greater influence when the competencies that each learner develops are combined.