Document Classification Using Wikidata Properties

Abstract

The recent advancements in computer science and technology additionally lead to the generation of a prodigious amount of documents in digital form which are perpetually incrementing. They are widespread in structured as well as semi-structured format. The documents are interrelated and convey the same message but broadcasted from different sources. In this paper, we have endeavoured to enhance the document classification by using classification algorithms integrating with external knowledge base from Wikidata and classify the document of same type in appropriate categories using Wikidata properties as features.