A Novel Approach for Selection of Learning Objects for Personalized Delivery of E-Learning Content

D. Anitha; C. Deisy

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A Novel Approach for Selection of Learning Objects for Personalized Delivery of E-Learning Content

机译：选择用于个性化交付电子学习内容的学习对象的新方法

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Personalized E-learning, as an intelligent package of technology enhanced education tends to overrule the traditional practices of static web based E-learning systems. Delivering suitable learning objects according to the learners' knowledge, preferences and learning styles makes up the personalized E-learning. This paper proposes a novel approach for classifying and selecting learning objects for different learning styles proposed by Felder and Silverman The methodology adheres to the IEEE LOM standard and maps the IEEE LO Metadata to the identified learning styles based on rule based classification of learning objects. A pilot study on the research work is performed and evaluation of the system gives an encouraging result

机译：个性化的电子学习，作为增强技术的智能包装，往往会推翻基于静态网络的电子学习系统的传统做法。根据学习者的知识，偏好和学习方式交付合适的学习对象，构成了个性化的电子学习。本文提出了一种新颖的方法，用于分类和选择Felder和Silverman提出的针对不同学习风格的学习对象。该方法遵循IEEE LOM标准，并基于基于规则的学习对象分类将IEEE LO元数据映射到已识别的学习风格。对研究工作进行了初步研究，对系统的评估给出了令人鼓舞的结果

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《Computer Science & Information Technology》 |2013年第6期|共8页
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D. Anitha; C. Deisy;
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中图分类计算技术、计算机技术;
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1. An evolutionary approach for personalization of content delivery in e-learning systems based on learner behavior forcing compatibility of learning materials [J] . Christudas Beulah Christalin Latha, Kirubakaran E., Thangaiah P. Ranjit Jeba Telematics and Informatics . 2018,第3期

机译：基于学习者行为强迫学习材料兼容的电子学习系统中内容交付的个性化进化方法
2. A new approach to personalization: integrating e-learning and m-learning [J] . Prema Nedungadi, Raghu Raman Educational Technology Research and Development . 2012,第4期

机译：个性化的新方法：整合在线学习和移动学习
3. Proposing a novel approach for classification and sequencing of Learning Objects in E-learning systems based on learning style [J] . Anitha D., Deisy C. Journal of intelligent & fuzzy systems: Applications in Engineering and Technology . 2015,第2期

机译：提出了一种基于学习风格的电子学习系统中学习对象分类和排序的新方法
4. The study of dynamic delivery adaptive learning content in e-learning personalization using text mining and ontology approach [C] . Suryani M., Hasibuan Z.A. International Conference on Advanced Computer Science and Information Systems . 2013

机译：文本挖掘和本体论方法在电子学习个性化中动态交付自适应学习内容的研究
5. Developing a Dynamic Recommendation System for Personalizing Educational Content within an E-Learning Network [D] . Mirzaeibonehkhater, Marzieh. 2018

机译：开发用于在电子学习网络中的个性化教育内容的动态推荐系统
6. Characterization of medical students recall of factual knowledge using learning objects and repeated testing in a novel e-learning system [O] . Tiago Taveira-Gomes, Rui Prado-Costa, Milton Severo, 2015

机译：医学学生的特征是使用学习对象并在新型电子学习系统中进行反复测试来回忆事实知识
7. Semantic-Based Automated Composition of Distributed Learning Objects for Personalized E-Learning [O] . Simona Colucci, Tommaso Di Noia, Eugenio Di Sciascio, 2005

机译：用于个性化电子学习的分布式学习对象的语义自动组成

A Novel Approach for Selection of Learning Objects for Personalized Delivery of E-Learning Content

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