Natural Language Engineering



Papers

KIM – a semantic platform for information extraction and retrieval


BORISLAV POPOV a1, ATANAS KIRYAKOV a1, DAMYAN OGNYANOFF a1, DIMITAR MANOV a1 and ANGEL KIRILOV a1
a1 Ontotext Lab., Sirma AI EOOD, 135 Tsarigradsko Shose, Sofia 1784, Bulgaria e-mail: borislav@ontotext.com naso@ontotext.com damyan@ontotext.com mitac@ontotext.com angel@ontotext.com

Article author query
popov b   [Google Scholar] 
kiryakov a   [Google Scholar] 
ognyanoff d   [Google Scholar] 
manov d   [Google Scholar] 
kirilov a   [Google Scholar] 
 

Abstract

The KIM platform provides a novel Knowledge and Information Management framework and services for automatic semantic annotation, indexing, and retrieval of documents. It provides a mature and semantically enabled infrastructure for scalable and customizable information extraction (IE) as well as annotation and document management, based on GATE. 1 Our understanding is that a system for semantic annotation should be based upon a simple model of real-world entity concepts, complemented with quasi-exhaustive instance knowledge. To ensure efficiency, easy sharing, and reusability of the metadata we introduce an upper-level ontology. Based on the ontology, a large-scale instance base of entity descriptions is maintained. The knowledge resources involved are handled by use of state-of-the-art Semantic Web technology and standards, including RDF(S) repositories, ontology middleware and reasoning. From a technical point of view, the platform allows KIM-based applications to use it for automatic semantic annotation, for content retrieval based on semantic queries, and for semantic repository access. As a framework, KIM also allows various IE modules, semantic repositories and information retrieval engines to be plugged into it. This paper presents the KIM platform, with an emphasis on its architecture, interfaces, front-ends, and other technical issues.

(Received July 1 2003)
(Revised February 24 2004)



Footnotes

1 General Architecture for Text Engineering (GATE) (http://gate.ac.uk), leading NLP and IE platform developed at the University of Sheffield.