IBminer: A Text Mining Tool for Constructing and Populating InfoBox Databases and Knowledge Bases

Knowledge bases and structured summaries are playing a crucial role in many applications, such as text summarization, question answering, essay grading, and semantic search. Although, many systems (e.g., DBpedia and YaGo2) provide massive knowledge bases of such summaries, they all suffer from incompleteness, in-consistencies, and inaccuracies. These problems can be addressed and much improved by combining and integrating different knowledge bases, but their very large sizes and their reliance on different terminologies and ontologies make the task very difficult.

Provided by: VLD Digital Topic: Data Management Date Added: Aug 2013 Format: PDF

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