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A mobile context-aware learning schedule framework with Java learning objects

机译:具有Java学习对象的移动上下文感知学习计划框架

摘要

The focus of this thesis is the study of mobile learning, specifically learning in different locations and under various contextual situations, from the perspective of university students. I initially derived and designed a theoretical mobile context-aware learning schedule (mCALS) framework from an extensive literature review. Its objective is to recommend appropriate learning materials to students based on their current locations and circumstances. The framework uses a learning schedule (i.e. electronic-based diary) to inform the location and available time a student has for learning/studying at a particular location. Thereafter, a number of factors are taken into consideration for the recommendation of appropriate learning materials. These are the student’s learning styles, knowledge level, concentration level, frequency of interruption at that location and their available time for learning/studying. In order to determine the potential deployment of the framework as a mobile learning application by intended users, I carried out three types of feasibility studies. First, a pedagogical study was conducted using interviews to explore together with students (a) what their learning requirements were when studying in a mobile environment, (b) whether the framework could potentially be used effectively to support their studies and, (c) using this user-centred understanding, refined user requirements of the framework. Second, a diary study was conducted where I collected data and analysed the usability feasibility of the framework by (a) determining whether students could plan their daily schedule ahead and keep to it, (b) ascertaining which learning contexts were important and, (c) establishing which learning materials were appropriate under which situations. Two validation studies were conducted. The first one was an online experiment utilising Java learning objects. Participants of this study were suggested appropriate learning objects to study with, based on their amount of available time, current motivation level for learning and their proficiency level of Java. The second validation study was an investigation into high-quality Java learning objects available in the public domain. Finally, a technical design of the framework was carried out to determine whether the framework at present could realistically be implemented using current mobile technologies. The data analyses of the feasibility studies show that (a) a learning schedule approach is successful to an extent in obtaining location and available time information to indicate accurate values of these contexts, (b) different learners may require different personalisation strategies when selecting appropriate learning materials for them in mobile environments, and (c) the mCALS framework is particularly well-suited for self-regulated students. I also proposed a set of suggestion rules which can be used to recommend appropriate Java learning materials to students in different contexts. The validation studies show that 1) the proposed suggestion rules are effective in recommending appropriate materials to learners in their situation, in order to enhance their learning experiences, and 2) there are a sufficiently large number of high-quality LOs available in the public domain that can be incorporated for use within my framework. Finally, the development of mCALS has been considered from three perspectives – pedagogical, usability and technical. These perspectives consist of critical components that should be considered when developing and evaluating mobile learning software applications. The results demonstrated that the mCALS framework can potentially be used by students in different locations and situations, and appropriate learning materials can be selected to them, in order to enhance their learning experiences.
机译:本文的重点是从大学生的角度研究移动学习,特别是在不同地点和各种情境下的学习。我最初从大量的文献综述中得出并设计了理论上的移动上下文感知学习时间表(mCALS)框架。其目的是根据学生的当前位置和情况向他们推荐适当的学习材料。该框架使用学习时间表(即基于电子的日记)来告知学生在特定位置学习/学习的位置和可用时间。此后,在推荐合适的学习材料时考虑了许多因素。这些是学生的学习方式,知识水平,专心程度,在该位置被打扰的频率以及他们可用的学习/学习时间。为了确定目标用户将该框架作为移动学习应用程序的潜在部署,我进行了三种类型的可行性研究。首先,通过访谈进行教学研究,与学生一起探讨(a)在移动环境中学习时他们的学习要求是什么;(b)该框架是否有可能有效地用于支持他们的学习;以及(c)这种以用户为中心的理解,完善了用户对框架的要求。其次,进行了一项日记研究,收集了数据并通过以下方式分析了该框架的可用性可行性:(a)确定学生是否可以提前计划自己的日程安排并遵守该日程安排;(b)确定哪些学习环境很重要,并且(c )确定在哪些情况下适合使用哪些学习材料。进行了两次验证研究。第一个是使用Java学习对象的在线实验。根据研究对象的可用时间,当前的学习动机水平和他们的Java熟练程度,为他们建议了合适的学习对象。第二项验证研究是对公共领域中可用的高质量Java学习对象的调查。最后,对框架进行了技术设计,以确定当前的框架是否可以使用当前的移动技术实际实现。可行性研究的数据分析表明:(a)学习时间表方法在一定程度上成功地获得了位置和可用时间信息,以指示这些上下文的准确值;(b)不同的学习者在选择适当的学习时可能需要不同的个性化策略(c)mCALS框架特别适合自我调节的学生。我还提出了一套建议规则,可以用来向不同背景下的学生推荐适当的Java学习材料。验证研究表明:1)提出的建议规则可以有效地向学习者推荐适合其情况的材料,以增强他们的学习经验; 2)公共领域有足够数量的高质量LO可以合并在我的框架中使用。最后,从教学,可用性和技术三个角度考虑了mCALS的开发。这些观点由开发和评估移动学习软件应用程序时应考虑的关键组件组成。结果表明,mCALS框架可以被不同地点和情况的学生使用,并且可以为他们选择适当的学习材料,以增强他们的学习体验。

著录项

  • 作者

    Yau Jane Yin-Kim;

  • 作者单位
  • 年度 2011
  • 总页数
  • 原文格式 PDF
  • 正文语种 English
  • 中图分类
  • 入库时间 2022-08-20 21:06:20

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