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Extending e-books with contextual knowledge recommenders by analyzing personal portfolio and annotation to help learners solve problems in time

机译:通过分析个人档案和注释来扩展具有上下文知识推荐者的电子书,以帮助学习者及时解决问题

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When students encounter problems during learning process, they need support on time. Nevertheless, most references or answers are distributed in different books or Web content. Therefore, students need to break their reading process and spend much time to search answers from different reference books. Otherwise, increased frustration and confusion will decrease the students' learning performance. This research proposed a Web-based learning environment with contextual knowledge and expert recommending mechanisms for students' problem solving when they are reading e-books. A Web dictionary and a library of examples were constructed beforehand to support students referring. A Q&A forum was also constructed for students consulting directly. Classmates will be notified as mentors to answer peers' questions if those articles in forum could not solve students' questions. Experiment results show that students prefer referring knowledge and joining discussion in our system then the same system just without those functions. Our mechanism also shortened the response time about student's questions posting in forum.
机译:当学生在学习过程中遇到问题时,他们需要及时的支持。但是,大多数参考文献或答案分布在不同的书籍或Web内容中。因此,学生需要打破他们的阅读过程,并花费大量时间从不同的参考书中搜索答案。否则,更多的挫败感和困惑会降低学生的学习成绩。这项研究提出了一个基于Web的学习环境,该环境具有上下文知识和专家推荐机制,可以帮助学生在阅读电子书时解决问题。预先构建了网络词典和示例库,以支持学生参考。还建立了一个问答论坛,供学生直接咨询。如果论坛中的这些文章不能解决学生的问题,则将通知同学作为指导者回答同学的问题。实验结果表明,与没有这些功能的同一个系统相比,学生更喜欢在我们的系统中引用知识并加入讨论。我们的机制还缩短了有关学生在论坛上发布问题的响应时间。

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