• Title/Summary/Keyword: a question item reaction theory

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Design and Implementation of the Customized Contents Organization Engine (맞춤형 콘텐츠 구성 엔진의 설계 및 구현)

  • Heo, Sun-Young;Kim, Eun-Gyung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2009.10a
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    • pp.599-601
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    • 2009
  • In currently being adopted as a e-leaning standard, SCORM it is difficult to provide the customized contents to a learner by changing the learner's level at runtime, and to control selective studying. So, we designed and implemented the customized contents organization engine(CCOE) in order to complement SCORM's faults in this paper. The CCOE consists of a level evaluation module, a contents re-organization module and a question item selection module. A level evaluation module evaluates the learner's level based on a question item reaction theory. And a question item selection module selects some random items by each level or by considering the learner's level which is then provided to a studying before evaluation, a section evaluation, and a quiz. And then this module transmits the selected items to the contents reorganization module for providing the quiz. A contents re-organization module selects the customized contents based on the learner's level by searching the tagged difficulty to the content, and creates the sequence with the selected items and the transmitted items from the question item selection module. If proposed in this paper CCOE is applied, the higher effectiveness of learning is expected by providing the customized learning contents based on the re-evaluated learner's level by each section.

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A Study on Contents Reorganization for Self-Directed Learning (자기주도적 학습을 위한 콘텐츠 재구성에 대한 연구)

  • Heo, Sun-Young;Kim, Eun-Gyung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.15 no.1
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    • pp.203-208
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    • 2011
  • Most of the online learning systems provide information that is based on the item difficulty what is custumized to learner. And the same learning process is performing to the same learning level learners. But, the degree of understanding of the same learning contents can be different even if the learner's level is same. Therefore, it is difficult to represent an effective learning experience because the learning is progressed by the determined difficulty of learning and the learning process even thought the provided content is difficult to understand. So we can control the learning difficulty during learning in order to escape from a uniform learning that online learning is provided. In this paper, we proposed a contents reorganization method for Self-Directed Learning. In this way, learners can understand their own level and customize the difficulty of learning. And then we expect the higher learning effect and satisfaction degree.

Design and Implementation of the Differential Contents Organization System based on Each Learner's Level (학습자 수준에 맞는 차별적 콘텐츠 구성 시스템의 설계 및 구현)

  • Heo, Sun-Young;Kim, Eun-Gyung
    • The KIPS Transactions:PartA
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    • v.18A no.6
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    • pp.241-248
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    • 2011
  • Many learning systems are applying Self-Directed Learning to improve learning efficiency. The degree of understanding of the same learning contents can be different even if the learner's level is same. Therefore, it is difficult to represent an effective learning experience because the learning is progressed by the determined difficulty of learning and the learning process even thought the provided content is difficult to understand. In this paper, we augmented SCORM to reconstruct the learning contents which are suitable for the changed level of each learner in real-time. Also, we designed and implemented this augmented SCORM based DCOS(Differential Contents Organization System). In order to provide the suitable contents for each learner, DCOS reorganizes learning contents based on the learner's level, the learner's achievement of learning objectives, and the correlation between learning objects, that is the component of the learning content. Each 30 Each 30 students studied e-learning contents, which are constructed based on the existing System and DCOS respectively. And the average score and system's satisfaction of the students who studied DCOS based e-learning contents was higher.

SCORM-based Contents Organization System on Learners' Level (SCORM 기반의 학습자 수준별 콘텐츠 구성 시스템)

  • Heo, Sun-Young;Kim, Eun-Gyung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.14 no.5
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    • pp.1277-1283
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    • 2010
  • Many e-learning systems adopts SCORM as an e-learning standard. E-learning systems evaluate and apply the learning difficulty in order to improve the studying efficiency. But, it is hard to change the learning difficulty and provide the customized learning contents during studying in SCORM. Because it is difficult to provide the customized contents to learners by changing the learners' level at runtime and to control optional learning. In this paper, we designed and implemented SCORM-based Contents Organization System on learners' level(SCOS) for complementing the SCORM's weakness. SCOS re-evaluates a learner's level whenever the learner's level is changed during learning, and provides customized contents on the learner's level.