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Integrating Keywords and Semantics on Document Annotation and Search

  • Nikos Bikakis
  • Giorgos Giannopoulos
  • Theodore Dalamagas
  • Timos Sellis
Part of the Lecture Notes in Computer Science book series (LNCS, volume 6427)

Abstract

This paper describes GoNTogle, a framework for document annotation and retrieval, built on top of Semantic Web and IR technologies. GoNTogle supports ontology-based annotation for documents of several formats, in a fully collaborative environment. It provides both manual and automatic annotation mechanisms. Automatic annotation is based on a learning method that exploits user annotation history and textual information to automatically suggest annotations for new documents. GoNTogle also provides search facilities beyond the traditional keyword-based search. A flexible combination of keyword-based and semantic-based search over documents is proposed in conjunction with advanced ontology-based search operations. The proposed methods are implemented in a fully functional tool and their effectiveness is experimentally validated.

Keywords

GoNTogle Semantic Annotation Document Annotations Ontology based Retrieval Hybrid Search Semantic Search Keyword Search 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2010

Authors and Affiliations

  • Nikos Bikakis
    • 1
    • 2
  • Giorgos Giannopoulos
    • 1
    • 2
  • Theodore Dalamagas
    • 2
  • Timos Sellis
    • 1
    • 2
  1. 1.Knowledge & Database Systems LabNational Technical University of AthensGreece
  2. 2.Institute for the Management of Information Systems"Athena" Research CenterGreece

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