Co-occurrence and ranking of entities based on semantic annotation. (12th November 2008)

• Record Type: Journal Article
• Authors: Popov, Borislav; Kiryakov, Atanas; Kitchukov, Ilian; Angelov, Krasimir; , Danail Kozhuharov
• Is Part Of: International journal of metadata, semantics and ontologies. Volume 3:Number 1(2008)
• Page Start: 21
• Page End: 36
• Publication Date: 2008-11-12
• Subjects: semantic annotation -- co-occurrence -- popularity ranking -- timelines -- information extraction -- information retrieval -- faceted search -- inference -- text annotation -- entities -- key phrases -- semantic search; Metadata -- Periodicals; Semantic Web -- Periodicals; Ontologies (Information retrieval) -- Periodicals; Data structures (Computer science) -- Periodicals; Information theory -- Periodicals; 005.74
• Languages: English
• ISSNs: 1744-2621

Abstract

This paper presents an extension of the KIM semantic annotation and search platform called CORE: Co-Occurrence and Ranking of Entities. It enables popularity timeline analysis and a novel faceted search interface. The idea and its advantages to the traditional keyword search are explained along with the environment, technical description and use case scenarios. The essence of the approach is a specific indexing, performed on the basis of semantic annotation of text with respect to named entities and key-phrases forming a reduced-dimension feature space. This allows for a sort of semantic search through adaptation of standard probabilistic IR models where documents are also considered contexts.