• Title/Summary/Keyword: Learner Model

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An Empirical Study on the Factors Affecting e-Learning Learners Satisfaction (e-Learning 학습자 만족도 영향요인에 관한 연구)

  • Seo, Chang-Gab;Lee, Seok-Yong
    • The Journal of Information Systems
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    • v.18 no.3
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    • pp.1-25
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    • 2009
  • As many universities introduce e-Learning classes as formal courses, numerous research topics relating to c-Learning such as, defining e-Learning, identifying factors affecting successful e-Learning deployment and examining relationships between the factors in e-Learning classes need to be focused on. However, most researches thai have been undertaken only consider the positive side or right functional dimension. This can result in e-Learning dissemination at universities being overlooked. In accordance with this indispensability, the negative factors, which are potentially inherent in e-Learning learner's perception and affect personnel e-Learning acceptance in university classes need 10 be acknowledged. The purpose of this study was to identify the negative factors affecting personnel e-Learning acceptance and to analyze the interrelation among the factors in this research model. The two independent variables avoidable convenience and reliant convenience, based on pilot test results, and self-efficacy and perceived playfulness, based on the relevant literature, are used to examine the research model. The research problem was tested with data collected from 446 respondents in 12 universities. This study developed and empirically analyzed a model representing the relationship by using the Structural Equation Model. The major findings of this study are, firstly, that the higher reliant convenience is negatively affecting the degree of system use and learner satisfaction, whereas avoidable convenience is only affecting the learner satisfaction. Secondly, the higher self-efficacy and stronger perceived playfulness affects the degree of system use as well as learner satisfaction. Finally, the degree of system use affects the learner satisfaction.

Learner Activity Modeling Based on Teaching and Learning Activities Data (교수-학습 활동 데이터기반 학습자 활동 모델링)

  • Kim, Kyungrog
    • KIPS Transactions on Software and Data Engineering
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    • v.5 no.9
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    • pp.411-418
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    • 2016
  • Learning analytic has been utilized to helps us to successfully complete the course by using the interaction of the teacher and the learner data generated from the teaching and learning support system. In other words, Learning analytic is a method in order to understand the activities of learners. In the learning analytic, the data model is needed in order to utilize the more useful for teaching and learning activities data. Therefore, in this study, we propose a user centric data model of learning styles and learning objects. This model is expressed by aggregating of user learning style, learning objects, and learning activities. The proposed model is significant that laid the foundation for analyzing the activities of the learners in course units.

An Adaptive Learning System based on Learner's Behavior Preferences (학습자 행위 선호도에 기반한 적응적 학습 시스템)

  • Kim, Yong-Se;Cha, Hyun-Jin;Park, Seon-Hee;Cho, Yun-Jung;Yoon, Tae-Bok;Jung, Young-Mo;Lee, Jee-Hyong
    • 한국HCI학회:학술대회논문집
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    • 2006.02a
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    • pp.519-525
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    • 2006
  • Advances in information and telecommunication technology increasingly reveal the potential of computer supported education. However, most computer supported learning systems until recently did not pay much attention to different characteristics of individual learners. Intelligent learning environments adaptive to learner's preferences and tasks are desired. Each learner has different preferences and needs, so it is very crucial to provide the different styles of learners with different learning environments that are more preferred and more efficient to them. This paper reports a study of the intelligent learning environment where the learner's preferences are diagnosed using learner models, and then user interfaces are customized in an adaptive manner to accommodate the preferences. In this research, the learning user interfaces were designed based on a learning-style model by Felder & Silverman, so that different learner preferences are revealed through user interactions with the system. Then, a learning style modeling is done from learner behavior patterns using Decision Tree and Neural Network approaches. In this way, an intelligent learning system adaptive to learning styles can be built. Further research efforts are being made to accommodate various other kinds of learner characteristics such as emotion and motivation as well as learning mastery in providing adaptive learning support.

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Design and Implementation of a Systemic Learner-centered Teaching Method Model - Focusing on H University - (체계적인 학습자 중심의 교수법 모델 개발 및 구현 - H 대학을 중심으로 -)

  • Kim, Sun-Hee;Cho, Young-Sik;Kim, Bo-Young;Han, Yong-Su
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.5
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    • pp.163-173
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    • 2021
  • This study tried to develop and implement a class model that can apply the teaching method that can operate learner-centered classes in university education to the class operation of the entire university, not individuals. For the development of the instructional model, the final model was derived through analysis of prior research, expert review, derivation of instructional model and design principles, pilot operation, primary questionnaire analysis, model and design strategy revision, and secondary questionnaire analysis. Shift_N+1 class consists of 6 models, and each model was divided into 3 parts. It was a preliminary learning using video, a face-to-face class for question-and-answer and in-depth learning on the core content, and feedback and process evaluation for individual student. We have built our own computer system so that we can implement this every week. The teaching method model that can apply the learner-centered curriculum to all classes at the university was standardized. The Shift_N+1 teaching method seeks to maximize the learner-centered learning effect by reflecting the characteristics of the subject, and to improve the quality of education by identifying students' achievements by week.

A Study on the Learner's Satisfaction of Computer Practice Classes by applying BL: Focusing on contents and instructor interactions (블렌디드 러닝을 활용한 컴퓨터 실습수업에서의 학습자 만족 연구: 콘텐츠 요인과 교수자 상호작용을 중심으로)

  • Jun, Byoungho
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.13 no.4
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    • pp.221-230
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    • 2017
  • BL(Blended Learning) has been presented as a promising alternative learning approach. BL is defined as a learning approach that combines e-learning and face-to-face classroom learning. The adoption of BL in computer practice class is necessary due to the characteristics of computer practice class itself. This study proposes a research model that examines the determinants of learner's satisfaction of computer practice classes in BL environment. Considering the characteristics of computer practices classes contents and instructor interaction were identified as the determinants. The research model is tested using a questionnaire survey of 141 participants. Confirmatory factor analysis (CFA) was performed to test the reliability and validity of the measurements. The partial least squares (PLS) method was used to validate the measurement and hypotheses. The empirical findings shows that contents easiness and contents constructs are the primary determinants of instructor interaction in BL. Instructor interaction was also found to be related to the learner's satisfaction resulting in re-using. The findings provide insight into the planning and utilizing BL in computer practice classes to enhance learner's satisfaction.

The effects of computer self-efficacy, self-regulated learning strategy, and LMS quality on e-learner's satisfaction (이러닝 학습자 만족에 영향을 미치는 컴퓨터 자기 효능감, 자기 조절 효능감 및 LMS 품질)

  • Lee, Jong-Ki
    • Journal of Korea Society of Industrial Information Systems
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    • v.12 no.4
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    • pp.97-106
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    • 2007
  • According to the 2004 Sloan Consortium Report, distance education is the fastest growing sector of higher education. This study suggests a research model, based on an e-Learning success model, the relationship of the e-learner's self-regulated learning strategy, computer self-efficacy, and system quality perception of the e-Learning environment. As a result, perceived usefulness, perceived ease of use, and service quality effect on e-learner's satisfaction. In addition to, self-regulated learning strategy based on computer self-efficacy is also important variable regarding e-learner's satisfaction.

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Some Suggestions for Improving Environment of Chinese Reading Class: Focused on Blended Learing (중국어 읽기 수업 환경 개선을 위한 제안: 블렌디드 러닝을 중심으로)

  • Park, Chan Wook
    • Cross-Cultural Studies
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    • v.29
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    • pp.413-452
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    • 2012
  • The purpose of this study is to examine and apply Blended Learning to Chinese reading class and give some suggestions for Chinese reading class for realizing the interactive model for reading. For learner's improvement in Chinese reading level, various teaching methods need to be applied to Chinese reading class. Among teaching methods, this article tried to apply Blened Learning in terms of interaction, because Blended Learning can follow the general trend that all of people use laptop, smartphone, etc., and also can be contribution to reading as performance in foreign language learning. As a result, Blended Learning can make learner prepare class for giving online contents, and can make teacher and learner have more chances of interaction in class for improving reading competence.

A Study on Technical Writing Instruction in Engineering Education Using Patent Application Form (특허 출원서를 활용한 공학 계열 기술적 글쓰기 수업 사례)

  • Jun, Eun-kyung;Lee, Sung-hak
    • Journal of Engineering Education Research
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    • v.21 no.6
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    • pp.44-53
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    • 2018
  • The purpose of this paper is to develop a technical writing model suitable for engineering students based on the practice of technical writing using the patent application form for engineering students. The Dick & Carey model was used to design the teaching of technical writing using the patent application form. In particular, the instructor communicates with the learner and instructs the learner to produce and express students' own ideas. Instruction design in technical writing progresses consists of four steps, such as creating ideas by brainstorming, comprising contents, exercising writing, and feedback. Feedback occurs between an instructor and a learner and also does among students. As writing is proceeding step by step, instruction design for technical writing should come forth with specific methods to make students practice writing in work. Following these steps will help engineering school students to make up new products after graduating university.

Development and Validation of an Scale to Measure Flow in Massive Multiplayer Online Role Playing Game (교육용 MMORPG에서의 학습자 몰입 측정척도 개발 및 타당화)

  • Chung, Mi-Kyung;Lee, Myung-Geun;Kim, Sung-Wan
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.2
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    • pp.59-68
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    • 2009
  • This paper aims to explore the factors of learner's flow and to develop and validate a scale to measure the flow in Massive Multiplayer Online Role Playing Game(MMORPG) for education. First of all, potential factors were drawn through literature review. The potential stage comprises 6 factors(learner's psychological characteristics, learner's skill, importance of game, environment for learner, instructional design, and instructional environment) and 16 subfactors. With total 48 items developed. a survey was carried out among 293 elementary learners who had been participating in a commercial MMORPG for English skills to measure their flow in the MMORPG by utilizing the potential scale. Using the responses collected from 288 respondents, exploratory factor analysis, reliability analysis, and confirmatory factor analysis were performed. The expository factor analysis showed that items within each sub-factors could be bound into one factor. That is, the variables evaluating learner's flow were divided into six factors(learner's psychological characteristics, learner's skill, importance of game, environment for learner, instructional design, and instructional environment). And these factors were interpreted consisting of 16 sub-ones. Reliability estimates indicated that the evaluation tool had good internal consistency. The confirmatory factor analysis did confirm the model suggested by the expository factor analysis. Over fit measures(CFI, NFI, NNFI) showed the good suitability of the model. Findings of this study confirmed the validity and reliability of the scale to measure learner's flow in MMORPG.

Attendance Appraisal for Learner Participation Degree Based Virtual Lecture (학습자 참여도 정보기반 가상강좌 출석평가 모델)

  • Kim, Hyun-Ju
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.4
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    • pp.119-129
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    • 2009
  • In The increasing use of computers and high-speed Internet network has greatly influenced education, causing a veering away from the typical and traditional way of delivering instruction. Specifically, the various kinds of Web-based multimedia technology, the interactive activities on the Internet, and satellite broadcasting technology are accelerating the emergence of a virtual-lectures-based educational model, which transcends time and space. Such virtual lectures make it possible for the entire teaching-learning process to be done in a virtual learning environment, thus giving rise to problem regarding learning guidance, feedback, and appraisal. In this paper, we propose a system for attendance appraisal for learner participation degree based virtual lecture, an appraisal element in virtual learning environments. This appraisal model can set the elements of virtual learning environments in such a way as to reflect in the attendance appraisal of the opened virtual learning environment information regarding the learner's participation in class. In addition, this model motivates the learners to actively participate in the virtual learning environment and to support instructors by accomplishing the activities that are needed for attendance appraisal.