Link Prediction: A Primer

نویسندگان

  • Nitesh V. Chawla
  • Yang Yang
چکیده

L entities using existing web technologies, which useful data to provide when a URI is looked up, how to model data, and what are suitable and best ways to interlink and cross-reference data sets on the web Heath and Bizer (2011). LOD has seen a tremendous growth in the last years. The resulting distributed graph of interlinked entities on the web is commonly referred to as the LOD cloud (see Fig. 1) and spans hundreds of data sources providing more than 30 billion RDF triples (Weikum 2013). Thereby, LOD covers various domains ranging from media-related content, social networks and user-generated contents, bibliographic data, life sciences, medicine, biology, geographic data, to governmental data. Furthermore, some data sources such as DBPedia and YAGO provide general, cross-domain information and thereby play a pivotal role in connecting also data from very different domains.

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تاریخ انتشار 2014