Darmstadt Knowledge Processing Repository Based on UIMA

Iryna Gurevych; Max Mühlhäuser; Christof Müller; Jürgen Steimle; Markus Weimer; Torsten Zesch

Abstract

The Ubiquitous Knowledge Processing (UKP) Group at Darmstadt University of Technology pursues the vision of using information management, information retrieval, and text mining technologies to create innovative applications, such as intuitive information access in Web 2.0 (O’Reilly, 2005) and eLearning. Thereby, semantic information processing technologies are utilized to transform unstructured information into structured knowledge for different media types, including text and handwriting. In order to support the interoperability of components created in various research projects of UKP, we decided to build upon Unstructured Information Management Architecture (UIMA) (Ferrucci and Lally, 2004), released as an open-source project by IBM in 2006. The mid-term goal is to provide a collection of software components for semantic information processing based on UIMA, called Darmstadt Knowledge Processing Software Repository (DKPro). DKPro should support semantic information processing along several dimensions, such as:

Keywords

Computer scienceWorld Wide WebInteroperabilityText processingInformation processingSemantic WebSemantic technologyIBMInformation retrievalData scienceSemantic Web StackArtificial intelligence

Related Publications

UIMA: an architectural approach to unstructured information processing in the corporate research environment

David Ferrucci , Adam Lally

IBM Research has over 200 people working on Unstructured Information Management (UIM) technologies with a strong focus on Natural Language Processing (NLP). These researchers ar...

2004 Natural Language Engineering 886 citations

Enhanced hypertext categorization using hyperlinks

Soumen Chakrabarti , Byron Dom , Piotr Indyk

A major challenge in indexing unstructured hypertext databases is to automatically extract meta-data that enables structured search using topic taxonomies, circumvents keyword a...

1998 775 citations

Publication Info

Year: 2007
Type: article
Citations: 45
Access: Closed

External Links

Citation Metrics

OpenAlex

Cite This

APA Style

                            
                                    Iryna Gurevych, 
                                
                                    Max Mühlhäuser, 
                                
                                    Christof Müller
                                
                                et al.
                            
                            (2007). 
                            Darmstadt Knowledge Processing Repository Based on UIMA. 
                            TUbilio (Technical University of Darmstadt)
                            
                            .