• 디지털산업정보학회논문지
• /
• 제4권1호
• /
• pp.105-117
• /
• 2008

T Abstract This study investigates the influence of differential factors on learner satisfaction by field-independent learning style in e-learning. Most of data were collected from students. Participants were classified based on a learning style typology (field-independent/dependent) and, then, analyzed was the influence of key factors on learner satisfaction using multiple regression analysis. This study suggests that e-Learning service providers need to differentiate learners based on learning style in order to improve learner satisfaction. Specially, Field independent learners are more likely to be satisfied by the teacher's provide degree of joyful, degree of contents, degree of learning control pacing, ability of problem solving and consistency.

• 교육녹색환경연구
• /
• 제3권1호
• /
• pp.15-23
• /
• 2003

Focusing on both the form of open classroom and that of independent one which have been most planned and being built, this study was designed to see if the educational environment of their inner space, structure, and facilities gives a proper support to classroom activities during the various classes based on open education. Selecting representative teaching methods in elementary school, such as open simultaneous learning, learning through a medium, learning in the corner, subject learning, team teaching and learning hardening basics, this study surveyed problems and improvements using literature works, questionnaires, observing, and interviews. Through the study on learning space for open education, it has been known that the form of independent classroom fits into one classroom learning and open classroom into small group learning and individual learning, and that the form of open classroom connecting open space with a classroom are more desirable when there is change from large to small group.

• Asia pacific journal of information systems
• /
• 제31권1호
• /
• pp.43-75
• /
• 2021

Clearly, the smartphone is increasingly playing a greater role in everyday life, thus providing opportunities to evaluate how well the use of the smartphone meets the requirements of undergraduate students in independent learning outside of a classroom setting. This study used the task-technology fit (TTF) model to explore the effectiveness of smartphone usage to interact with learning materials in independent learning outside of classrooms, the need for smartphone support, and the fit of devices to tasks as well as performance. First, the study used interviews, observation, and survey data to identify what are the most important constructs of smartphones that stimulate students to interact with learning materials in independent learning outside of classrooms. Based on the findings from the exploratory study and Task Technology Fit theory, we postulated the Navigation design, Ergonomic design, Content support, and Capacity as the essential dimension of the smartphone construct. Then, we proposed a research model and empirically tested hypotheses with the structural model analysis. The results reveal a significant positive impact of task and technology on TTF for smartphone usage to interact with learning materials in independent learning outside of classrooms; it also confirmed the TTF and performance have a direct effect on actual use.

• 전기전자학회논문지
• /
• 제2권1호
• /
• pp.24-33
• /
• 1998

Independent Component analysis (ICA) is a new statistical method for extracting statistically independent components from their linear instantaneous mixtures which are generated by an unknown linear generative model. The recognition model is learned in unsupervised manner so that the recovered signals by the recognition model become the possibly scaled estimates of original source signals. This paper addresses the neural learning approach to ICA. As recognition models a linear feedforward network and a linear feedback network are considered. Associated learning algorithms for both networks are derived from maximum likelihood and information-theoretic approaches, using natural Riemannian gradient [1]. Theoretical results are confirmed by extensive computer simulations.

• 영재교육연구
• /
• 제23권2호
• /
• pp.177-191
• /
• 2013

본 연구는 초등 영재아와 일반아의 학습양식, 자기조절학습전략 및 학습몰입 간의 차이와 학습양식과 자기조절학습전략이 학습몰입에 미치는 영향을 비교분석하고자 하였다. 초등학교 6학년 영재아 118명과 일반아 124명을 대상으로 연구한 결과 첫째, 영재아는 일반아보다 독립적, 경쟁적, 참여적 학습양식을 가졌으며, 개인적, 행동적, 환경적 자기조절학습전략을 더 많이 사용하였고, 학습몰입의 정도가 높았다. 둘째, 영재아와 일반아의 독립 및 참여적 학습양식은 자기조절학습전략과 학습몰입에 영향을 미쳤다. 셋째, 영재아의 학습몰입은 학습양식이 참여적이고 독립적일수록, 행동적, 개인적 자기조절학습전략을 많이 사용할수록 높았고, 일반아의 학습몰입은 학습양식이 참여적일수록, 개인적, 환경적 자기조절학습전략을 많이 사용할수록 높았다.

• 컴퓨터교육학회논문지
• /
• 제18권3호
• /
• pp.59-68
• /
• 2015

본 연구는 온라인 프로그래밍 학습 환경에 참여하는 학습자의 특성 및 학습양식과 성취도간의 관계를 분석하는데 목적이 있다. 분석을 위해, 중 고등학생 104명을 대상으로 Grasha-Reichmann의 학습양식 검사를 실시한 후, 12주간 C언어 프로그래밍 학습과 과제를 수행하였다. 먼저, 학습자 특성에 따른 학습양식 차이 결과, 성별에서 남학생이 여학생보다 의존형이 높았고, 학교급에서 중학생이 경쟁형과 회피형이 고등학생보다 높았다. 성취수준에서는 독립형과 참여형이 차이가 있었다. 학습양식과 성취도와의 관계를 분석한 결과, 독립형(r=.253, p<.01)과 참여형(r=.303, p<.01)이 정적 상관을 보여 두 분석 결과 독립형과 참여형이 성취도와 연관이 있는 학습양식임을 확인할 수 있었다. 또한 학습자들의 주 학습양식에 따른 학습 소감을 조사하여 학습유형별 특징을 분석하였으며, 조사 결과를 통해 학습양식별 온라인 프로그래밍 교수 학습 전략을 도출할 수 있었다.

• 공학교육연구
• /
• 제17권6호
• /
• pp.20-29
• /
• 2014

The purpose of this study is to analyze the traits on the cognitive and affective learning style of university students. CALSIU(The Cognitive & Affective Learning Style Inventory for University School Students) by Kim, E. J. was modified for applying to university students and performed with 399 university students from three universities in Daejeon and Chungnam. Statistical analysis done in this study were ANOVA and Scheffe's test. Findings of the study are as follows : First, the students with high academic achievements have intuitive perception type, whole processing type, and deep storage & recall type. Secondly, the students with low academic achievement have strong non-academic learning type. Third, interaction attitude of affective learning styles is the important element to determine their academic achievement. The students with independent type get high academic achievements. Therefore, instructor should consider the learning styles of students, and it should be used to improve their teaching & learning strategy for better academic achievements of university students.

• 한국수학교육학회지시리즈A:수학교육
• /
• 제17권2호
• /
• pp.1-13
• /
• 1979

This study aimed at studying the sequence of the Figure Transformation Learning, inquiring relationship among these transformations and then researching whether there is the difference of the learning ability or not between by teaching them as it is independent and by teaching them as it is contains. (Hypothesis 1) It may be more effective to teach The Sequence of Transformation Learning by beginning with peculiar field, ending with general field than vice versa At the result of verification-C $R_{M}$=2.59, 0.005$R_{M}$=5.19, p<0.005-significant difference appeared. It is proved more effective to teach the Figure Transformation Learning the way it contains than the way it is independent. Synthesizing two hypothesises of the above, the conclusion is following The Figure Transformation Learning should be taught by beginning with peculiar field. ending with general field (congruent transformationlongrightarrowsimilar transformationlongrightarrowprojective transformationlongrightarrowtopological transformation). To teach it the way it contains is more effective.ive.

• Journal of the Korean Data and Information Science Society
• /
• 제19권4호
• /
• pp.1297-1304
• /
• 2008

This paper proposes a machine learning approach for language-independent sentence boundary detection. The proposed method requires no heuristic rules and language-specific features, such as part-of-speech information, a list of abbreviations or proper names. With only the language-independent features, we perform experiments on not only an inflectional language but also an agglutinative language, having fairly different characteristics (in this paper, English and Korean, respectively). In addition, we obtain good performances in both languages. We have also experimented with the methods under a wide range of experimental conditions, especially for the selection of useful features.

• 한국정보시스템학회지:정보시스템연구
• /
• 제18권2호
• /
• pp.111-126
• /
• 2009

A high-speed Internet has brought a rapid spread of Web Based Distance Learning(WBDL). Even though the WBDL was considered a new methodology to overcome the limitation of a traditional education, it evolves not as alternatives but as strategic augmenting tools for a traditional face-to-face education. The WBDL systems accommodate diverse services such as e-Learning, e-Mentoring, and Blended Learning in order to give satisfactions to learners and increase the learning effectiveness. This study suggested the WBDL system's and learner's characteristics as two major affecting factors, in which two independent variables were respectively selected. A mediating effect of learning motivation between the independent variables and learning achievement was empirically tested. The interactions between the WBDL sysrem and learners were also tested on the view points of the moderating effects between the learning motivation and the learning achievement. The results showed that the mediating effects of learning motivation and the moderating effects of the system interactions were statistically significant.