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Chih-Ming Chen Jung-Ying Wang Yong-Ting Chen Jhih-Hao Wu 《Interactive Learning Environments》2016,24(4):681-705
To reduce effectively the reading anxiety of learners while reading English articles, a C4.5 decision tree, a widely used data mining technique, was used to develop a personalized reading anxiety prediction model (PRAPM) based on individual learners' reading annotation behavior in a collaborative digital reading annotation system (CDRAS). In addition to forecasting immediately the reading anxiety levels of learners, the proposed PRAPM can be used to identify the key factors that cause reading anxiety based on the fired prediction rules determined by the developed decision tree. By understanding these key factors that cause reading anxiety, instructors can apply reading strategies to reduce reading anxiety, thus promoting English-language reading performance. To assess whether the proposed PRAPM can assist instructors in reducing the reading anxiety of learners, this study applies the quasi-experimental method to compare the learning performance of three learning groups, which are, respectively, supported by a CDRAS with individual annotations, collaborative annotations, and collaborative annotations with online instructor's support to reduce reading anxiety by the proposed PRAPM. The instructional experiment was conducted on Grade 7 students at Taipei Municipal Wan-Fang high school. Experimental results indicate that the average correct prediction rate of the proposed PRAPM in identifying the reading anxiety levels of learners was as high as 70%. Moreover, analytical results show that the collaborative annotation with online instructor's support for reducing reading anxiety by the proposed PRAPM indeed helps learners reduce reading anxiety, particularly for the male learners, showing that gender difference exists. Furthermore, based on online instructor's support for reducing reading anxiety by the proposed PRAPM, the correlation analysis also shows that the online instructor's interaction with the male learners is significantly correlated with the reading anxiety reduction. Furthermore, English-language learning performance of the three learners groups, which were given a CDRAS with different learning mechanisms, was significantly promoted. 相似文献
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Interactive whiteboards (IWBs) have rapidly become an integral feature of many classrooms across the UK and elsewhere, but debate continues regarding the pedagogical implications of their use. This article reports on an in-depth case-study from the wider T-MEDIA project (Teacher Mediation of Subject Learning with ICT: a Multimedia Approach). A key aim of the study was to draw upon sociocultural perspectives to develop a shared, grounded theoretical account of the processes through which teachers mediate subject learning incorporating use of the IWB and other resources. A series of six history lessons with a class of pupils aged 12–13 was videoed and analysed collaboratively by a university research team, the teacher, one of his colleagues and an academic subject specialist. We identify an emerging emphasis upon interdependent learning relationships in the classroom and illustrate how this particular teacher harnessed IWB technology to support a dialogic approach to knowledge construction in history. Strategies included communicating and developing complex ideas and modelling historical thinking processes through use of multiple digital resources; collaborative annotation of images and texts; spotlighting and reveal tools for focusing; and ‘drag and drop’ for classification activities. Revisiting annotated slides served to draw on shared experience. 相似文献
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Today, ICT, web resources and multimedia contents have become prevalent in Malaysian university classrooms; hence, the learning approaches need to be redesigned for enabling students to use these technologies in co-constructing new meaning. This study analyses student’s perception and their peer interaction in the constructivist–collaborative learning environment (CCLE) with multimedia contents and Web 2.0 tools, to address the research question: What is the impact of CCLE on student learning process? By using factor analysis on the questionnaire results, and applying content analysis on students’ comments in Web 2.0 tools and feedback given by 182 students at INTI International University, several components of constructivist–collaborative learning were identified. The discussion in this study focuses on “team” and its sub-components include group dynamics, students’ prior knowledge with team and group processing. The discussion provides more understanding on the impact on student learning process for enhancing the learning experiences in Malaysian university class environment. 相似文献
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本研究旨在考察超媒体注释对中国学习者在阅读中习得英语词汇的作用。试验结果表明:就语言因素而言,中文注释模式与英文注释模式对词汇的附带习得有显著性差别,中文注释模式优于英语注释模式;就图片因素而言,有图模式对英语词汇附带习得的效果并无明显的优势;而语言因素和图片的交互作用对词汇的习得有明显优势,中文+图片注释模式对于词汇附带习得最为有效。 相似文献
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周素萍 《现代远程教育研究》2012,(2):50-54,81
以学习动机和学习能力两个维度为分类标准,可以将远程学习者分为自主学习者、潜在学习者、协作学习者和被动学习者。这四类学习者分别对应自主学习模式、激励学习模式、协作学习模式和引导学习模式。典型的远程教育资源包括文字教材、网上学习资源、视听教材和移动学习资源。不同种类的资源因其独特性而能够较好地契合不同类型学习者的需求。远程教育机构和研究者应该深入研究各种媒体资源的优势,充分考虑不同类型学习者的动机和能力,为他们设计并提供具有针对性的多维资源组合,以期达到＂适用、实用、够用＂的效果。 相似文献
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Muhammad Anshari Yabit Alas Lim Sei Guan 《Education and Information Technologies》2016,21(6):1663-1677
Utilizing online learning resources (OLR) from multi channels in learning activities promise extended benefits from traditional based learning-centred to a collaborative based learning-centred that emphasises pervasive learning anywhere and anytime. While compiling big data, cloud computing, and semantic web into OLR offer a broader spectrum of pervasive knowledge acquisition to enrich users’ experience in learning. In conventional learning practices, a student is perceived as a recipient of information and knowledge. However, nowadays students are empowered to involve in learning processes that play an active role in creating, extracting, and improving OLR collaborative learning platform and knowledge sharing as well as distributing. Researchers have employed contents analysis for reviewing literatures in peer-reviewed journals and interviews with the teachers who utilize OLR. In fact, researchers propose pervasive knowledge can address the need of integrating technologies like cloud computing, big data, Web 2.0, and Semantic Web. Pervasive knowledge redefines value added, variety, volume, and velocity of OLR, which is flexible in terms of resources adoption, knowledge acquisition, and technological implementation. 相似文献
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Recent second/foreign language (L2) research has witnessed the application of sociocultural tenets to L2 classrooms. This study aimed to probe whether Iranian L2 learners’ engagement in ZPD-activated collaborative dialogue, or ‘languaging’, mediates their learning process and, specifically, their appropriate use of metadiscourse to address content, organisation and audience issues in writing. English-as-a-foreign-language-writing classes at two universities were assigned to four different instructional conditions, namely, ZPD-activated collaborative, ZPD-free collaborative, fine-tuned L2-input provision and prevalent teacher-fronted approaches. The data comprised metadiscourse-oriented writing test scores, weekly writings and audio-recorded in-class collaborative dialogues of the ZPD groups. The results demonstrated the ZPD-activated collaborative writing approach significantly facilitated the learners’ appropriate use of metadiscourse. Complementary interpretative analysis of the ZPD participants’ metadiscourse-related episodes showed that the initially-other-regulated (undistributed) writing tasks became progressively reciprocal with less-skilled peers displaying microgenetic use of L2 metadiscourse resources and dynamically assuming more participatory roles in regulating the writing tasks. The findings suggest engagement in ZPD-activated ‘languaging’ is crucial to shaping opportunities for L2 learners’ microgenetic learning and to their longer term cognitive development. In sum, the application of sociocultural tenets and notions has shown to be highly fruitful in explaining the social genesis of L2 development as a higher order psychological functioning. 相似文献
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Wu‐Yuin Hwang Nian‐Shing Chen Rustam Shadiev Jin‐Sing Li 《British journal of educational technology : journal of the Council for Educational Technology》2011,42(6):1016-1028
Previous studies have demonstrated that making annotations can be a meaningful and useful learning method that promote metacognition and enhance learning achievement. A web‐based annotation system, Virtual Pen (VPEN), which provides for the creation and review of annotations and homework solutions, has been developed to foster learning process among students. In order to explore the effects of reviewing annotations and homework solutions on learning achievement, a quasi‐experiment was conducted with VPEN in a math class over a period of 4 months. It was found that reviewing own text annotations has a significant influence on learning achievement; while on the contrary, reviewing peers' text annotations has no significant influence on learning achievement. Our results show that students gain more from reviewing their own annotations than from reviewing the annotations made by peers, a contrast which reveals that annotations hold additional meaning for their creators. Further investigation revealed that only the quantity of text annotations among all other variables can significantly predict students' learning achievement. This finding may suggest that text annotations play more important roles to learning achievement than other variables, like homework. The reason is because text annotations are created by learners actively on voluntary base whereas homework is usually assigned by the teachers. Based on our findings, we suggest that teachers may consider incorporating learning activities that can foster metacognitive development into the learning process, like making annotations, solving homework and reviewing them, whereas peer learning should be encouraged only for reviewing the homework solutions of their peers with good learning achievement. 相似文献
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近年来,基于项目的协作学习研究主要集中在项目式学习的模型、程序、分组、策略、优缺点等方面,在项目式同伴协作在线学习过程中,学生如何通过自我调节和共享调节来实现项目目标仍未得到充分研究。文章依据活动理论框架和协作学习中共享调节模型,通过设计持续时间8周的PBL同伴在线协作学习来组织教学活动,借助同伴评价表、自我报告调查表、团队项目成果评价表,进行自我调节和共享元认知调节对项目协作学习结果的影响研究。研究结果表明:自我调节和共享调节在PBL同伴在线协作学习中发挥着关键作用,有效的共享调节主要受到学习者自身强大的自我调节的支持,在共享调节的作用下,协作同伴之间相互影响,共同推进项目协作过程。 相似文献
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Michael Delucchi 《Teaching in Higher Education》2013,18(4):447-460
College teachers in the sciences and professional studies have endorsed collaborative learning group strategies for teaching undergraduate statistics courses, but few researchers provide empirical evidence that students’ quantitative skills actually increase as a result of the collaborative experience. Assessment of the efficacy of collaborative learning group techniques is frequently subjectively based, and often relies on casual comments from students or faculty. Despite this shortcoming, instructors searching for new and effective ways of teaching quantitative courses continue to experiment with collaborative pedagogy. Consequently, an exploration of the effectiveness of collaborative teaching modalities on students’ statistical knowledge seems warranted. This study examined the relationship between performance on collaborative learning group assignments and students’ examination scores in statistics. Data were derived from 270 students enrolled in nine sections of a social statistics course, taught between 1996 and 2004. The results both challenge and support the efficacy of collaborative learning groups, and suggest that faculty modify such techniques when evidence of student learning cannot be empirically linked to the collaborative experience. 相似文献
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目前,有很多的计算机支持的协同教学系统已经开发应用,但是这些系统都是使用客户端/服务器（C/S或B/S）计算模式来构建的。这种计算模式由于受单一服务器的计算能力及资源的限制,可扩展性较差;同时,系统可用性受服务器单点故障的影响,也很容易受到拒绝服务的攻击。本文提出了一种基于P2P计算模式的协同教学系统设计方案,以JXTAP2P网络平台为基础,对其协同工作中的几个关键问题进行研究分析,给出了系统框架的总体结构设计。文中提出的初步实例设计实现了一个典型的协同教学系统——虚拟教室,并对其性能进行了讨论分析。 相似文献
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When inquiry-based learning is designed for a collaborative context, the interactions that arise in the learning environment can become fairly complex. While the learning effectiveness of such learning environments has been reported in the literature, there have been fewer studies on the students’ learning processes. To address this, the article presents a study of science learning in a computer-supported learning environment called Collaborative Science Inquiry (CSI), which integrates guided inquiry principles for activity design, employs modelling and visualisation tools for promoting conceptual understanding and incorporates key computer-supported collaborative learning (CSCL) elements for enabling students’ collaboration. With the aim of understanding the process of students’ conceptual changes supported by the CSI learning environment as used in a secondary school, data on students’ test achievements, responses to learning tasks and peer discussions in collaboration were collected, analysed and discussed. The results of the qualitative and quantitative data analysis indicated that guided inquiry coupled with CSCL elements facilitated by the CSI system can engage students in inquiry activities and promote their conceptual understanding in a progressive way. 相似文献
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The increasing amount of empirical research shows that the role of regulatory processes is critical in CSCL and collaborative learning settings. However, the current conceptual definitions and specificity of the findings vary. This is most probably because of limitations in the methods investigating regulated learning in a collaborative learning context. This study aimed to provide empirical evidence for how self- and shared regulation activities are used and whether they are useful for collaborative learning outcomes. Eighteen graduate students worked in collaborative groups for seven weeks in a CSCL course and the data of this study focuses on three one week online collaborative learning phases in the course. Temporal and sequential analysis of chat discussions and log file traces were matched to find evidence about whether the students' collaboratively planned regulatory activities became shared in practice. The results show evidence that collaborative planned regulatory activities become shared in practice. The groups that achieved good learning results used multiple regulatory processes to support their learning and also reached shared regulation. The four microlevel examples demonstrate simplified patterns of the activation of self-regulation and shared regulation. In conclusion, individual socially shared regulation plays a critical role in successful collaborative learning. 相似文献
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在医学计算机教学中引入PBL教学模式,引导学生利用社会调查和协作学习等方式学习知识与技能,理解并运用计算机技术解决实际问题。实践表明,该方法可以有效提高学生计算机技术应用能力。 相似文献
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Collaborative mentor support in a learning context using a ubiquitous discussion forum to facilitate knowledge sharing for lifelong learning 总被引：1，自引：0，他引：1
Fu-Hsiang Wei Gwo-Dong Chen 《British journal of educational technology : journal of the Council for Educational Technology》2006,37(6):917-935
The Internet has recently been identified as a potential enabler of lifelong learning. Web‐based learning systems enable learners easily to access rich resources and actively participate in learning activities without time and distance limits. The main challenge in lifelong learning is providing the opportunity for discussion and collaborative knowledge construction to engage learners in acquiring and applying knowledge in the context of learning, working and collaboration. Moreover, knowledge sharing is a key component in the formation of communities of lifelong learners. Most online collaborative learning communities use Web text‐based discussion forums for knowledge sharing. However, such discussion forums are separated from the context of learning activities. Furthermore, the facilitation of beneficial dialogue through discussion forums, requires the involvement of mentors as facilitators. This study proposes an e‐book interface that enables learners easily to annotate or enter queries in a text in which questions arise, where a query context is transferred to a discussion forum. The subsequent anchors of questions are linked to a discussion forum for actuating sustained participation. A mentor finder recommends a collaborative peer based on learner knowledge level to answer the questions. Learners can also use mobile phones to access this ubiquitous discussion forum using voice/text anytime and anywhere. The experimental results showed a clear increase in the level of discussions, and most learners indicated that they benefited considerably from collaborative mentor support in an e‐book learning context through the provision of a ubiquitous discussion forum. 相似文献