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A recommendation method for e-learning environments: the rule-based technique

机译:电子学习环境的推荐方法:基于规则的技术

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The ever growing importance of e-learning over the last decade has triggered an explosion of resources available on the Web. Although this multiplicity of available resources can foster the development of a critical spirit, discernment and the student’s ability to weigh up the merits of different points of view, it can also induce disorientation in the search for the resources best suited to her/his needs and learning style. This issue has driven research into recommendation systems, already well known in fields such as e-commerce, applied to e-learning environments. However, in such environments the recommendations can only be efficacious if the system is able to deal with the many different factors involved in the learning process, such as the learning goal and the student’s cognitive features. This work proposes a recommendation strategy that combines, by adopting a hybrid cascade approach, two knowledge-based techniques that can take these factors into account in the recommendation process. Citation Di Bitonto, P., Laterza, M., Roselli, T. & Rossano, V. (2010). A recommendation method for e-learning environments: the rule-based technique. Journal of e-Learning and Knowledge Society, 6 (3), 31-40. Italian e-Learning Association. Keywords knowledge-based systems learning style ontologies Personalised Learning recommender system
机译:在过去的十年中,电子学习的重要性日益提高,引发了网络上可用资源的爆炸式增长。尽管这种可用资源的多样性可以促进一种批判精神,洞察力的发展以及学生权衡不同观点优点的能力,但它也可能导致在寻找最适合她/他的需求的资源时迷失方向。学习方式。这个问题推动了对推荐系统的研究,推荐系统已经在电子商务等领域应用到了电子学习环境中。但是,在这样的环境中,只有系统能够处理学习过程中涉及的许多不同因素(例如学习目标和学生的认知特征)时,建议才有效。这项工作提出了一种推荐策略,该策略通过采用混合级联方法将两种基于知识的技术相结合,可以在推荐过程中将这些因素考虑在内。引用文献Di Bitonto,P.,Laterza,M.,Roselli,T.&Rossano,V.(2010)。电子学习环境的推荐方法:基于规则的技术。电子学习与知识社会杂志,6(3),31-40。意大利电子学习协会。关键词基于知识的系统学习风格本体个性化学习推荐系统

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