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Resolving Entities in the Web of Data

Over the past decade, numerous knowledge bases (KBs) have been built to power a new generation of Web applications that provide entity-centric search and recommendation services. These KBs offer comprehensive, machine-readable descriptions of a large variety of real-world entities (e.g., persons, places, products, events) published on the Web as Linked Data (LD). Even when derived from the same data source (e.g., a Wikipedia entry), KBs such as DBpedia, YAGO2, or Freebase may provide multiple, non-identical descriptions for the same real-world entities. This is due ...
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