Enrichment of the Dataset of Joint Educational Entities with the Web of Data

C. Limongelli, Matteo Lombardi, A. Marani, D. Taibi
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引用次数: 11

Abstract

The public availability of datasets of teaching resources is an issue for the design, development and evaluation of Information Retrieval and Recommender Systems in Technology Enhanced Learning. Recently, the Dataset of Joint Educational Entities (DAJEE) has provided the community with a very exhaustive collection of resources coming from Massive Open Online Courses. This work proposes a representation of the DAJEE dataset according to Linked Data principles, interlinking the large amount of resources in DAJEE with the Web of Data. The transcript of the educational resources in DAJEE have been annotated through a Named Entity Recognition tool in order to create interlinks with the DBpedia entities. The DBpedia knowledge base provides additional information related to categories, that can be exploited to infer new knowledge and support reasoning processes.
利用数据网络丰富联合教育实体数据集
教学资源数据集的公共可用性是技术促进学习中信息检索和推荐系统设计、开发和评估的一个问题。最近,联合教育实体数据集(DAJEE)为社区提供了来自大规模开放在线课程的非常详尽的资源集合。这项工作根据关联数据原则提出了DAJEE数据集的表示,将DAJEE中的大量资源与数据网络相互连接。DAJEE中教育资源的文本通过命名实体识别工具进行了注释,以便与DBpedia实体建立相互链接。DBpedia知识库提供了与类别相关的附加信息,可以利用这些信息推断新的知识并支持推理过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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