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A Web-Based Knowledge Hub for Special and Inclusive Education

机译:基于网络的特殊和全纳教育知识中心

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The need of a common environment where to share information and knowledge is of particular interest in the field of special education not only to support the access to a large amount of available information (along with the ability to derive value from this information) but also to foster synergistic actions involving different special education operators. In this paper we present the results of a research aimed at defining a Web-based environment for special edu-cation providing, to operators of the field, personalized in-formation and digital assets covering both their expressed and latent information needs. Offered personalization features are based on the definition and the implementation of a hybrid recommender system based on a mix of cognitive and collaborative approaches, the first based on the similarities among digital objects, the latter leveraging on similarities among user profiles. By combining these two approaches the system is able to provide meaningful but not obvious recommendations with a fair level of serendipity. The encouraging results of an experimentation with real users are also reported.
机译:在特殊教育领域,特别需要一种共享信息和知识的公共环境,不仅支持访问大量可用信息(以及从这些信息中获取价值的能力),而且促进涉及不同特殊教育运营商的协同行动。在本文中,我们提出了旨在定义一种基于Web的特殊教育环境的研究结果,该环境向现场操作人员提供个性化的信息和数字资产,以满足他们明确和潜在的信息需求。提供的个性化功能基于混合推荐系统的定义和实施,该混合推荐系统基于认知方法和协作方法的混合,第一种基于数字对象之间的相似性,而后者则基于用户配置文件之间的相似性。通过将这两种方法结合起来,系统能够以有意义的偶然性提供有意义但不明显的建议。还报告了对真实用户进行试验的令人鼓舞的结果。

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