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Supporting information access in e-learning by integrating digital libraries and ontology

机译:通过集成数字图书馆和本体来支持电子学习中的信息访问

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摘要

Purpose - The purpose of this paper is to examine the integration of digital library (DL) technologies with ontology-based knowledge representation in providing semantic rich information access (IA) in e-learning. DL technologies have powerful and flexible content management and access functionalities, whereas ontology helps teachers and students to link content materials to their learning objectives. This paper demonstrates that the integration provides a powerful and meaningful e-learning environment. Design/methodology/approach - DiLight is designed as an interactive e-learning system that integrates DL and ontology technologies. By conducting comparative experiments involving DiLight in students' actual learning process, the authors examined the advantages and limitations of DiLight in e-learning. Findings - Compared to a widely used e-learning environment, DiLight can provide significantly better support for students' complex IA tasks because DiLight is more useful for relationship discovery and problem solving. DiLight is also effective even when students were either less familiar with tasks or felt that they were more difficult. There is no single best access method for all learning situations. Therefore, multiple IA methods should be built into e-learning systems. Although most of time the search was the first choice of the students, ontology-based methods were useful in supporting them to complete their tasks too. Originality/value - This is a comparative empirical study using an interactive e-learning system called DiLight to explore the usage of integrated DL and ontology in e-learning. The experiment results demonstrate the value of the multiple IA methods provided by DL, and the usefulness of integrating DL with ontology.
机译:目的-本文的目的是研究数字图书馆(DL)技术与基于本体的知识表示的集成,以便在电子学习中提供语义丰富的信息访问(IA)。 DL技术具有强大而灵活的内容管理和访问功能,而本体则可以帮助教师和学生将内容材料与他们的学习目标联系起来。本文证明了这种集成提供了一个强大而有意义的电子学习环境。设计/方法/方法-DiLight被设计为集成了DL和本体技术的交互式电子学习系统。通过在学生的实际学习过程中进行涉及DiLight的比较实验,作者检验了DiLight在电子学习中的优点和局限性。调查结果-与广泛使用的电子学习环境相比,DiLight可以为学生的复杂IA任务提供更好的支持,因为DiLight在关系发现和问题解决方面更有用。即使学生对任务不太熟悉或感到困难时,DiLight还是有效的。没有针对所有学习情况的最佳访问方法。因此,应该在电子学习系统中内置多种IA方法。尽管大多数时候搜索是学生的首选,但基于本体的方法也有助于他们完成任务。原创性/价值-这是一项比较实证研究,使用名为DiLight的交互式电子学习系统来探索集成DL和本体在电子学习中的用法。实验结果证明了DL提供的多种IA方法的价值,以及将DL与本体集成的有用性。

著录项

  • 来源
    《Online Information Review》 |2010年第5期|p.704-728|共25页
  • 作者单位

    School of Information Sciences, University of Pittsburgh,Pittsburgh, Pennsylvania, USA;

    rnSchool of Information Sciences, University of Pittsburgh,Pittsburgh, Pennsylvania, USA;

    rnSAP Labs, Palo Alto, California, USA;

    rnSchool of Information Management, Wuhan University,Wuhan, People's Republic of China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    e-learning; digital libraries; information; facilities;

    机译:电子学习;数字图书馆;信息;设备;
  • 入库时间 2022-08-18 02:49:42

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