Integrating Keywords and Semantics on Document Annotation and Search

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.

• Type: Journal
• Year: 2010
• Where: OTM
• Authors: Nikos Bikakis, Giorgos Giannopoulos, Theodore Dalamagas, Timos K. Sellis
• Keywords: Annotations, Automatic Annotation, Documents, Internet Technology, OTM 2010