DocumentCode
660918
Title
An Ontology-Based Reasoning Approach for Document Annotation
Author
Araujo Fontes, Celso ; Cavalcanti, Marcelo C. ; De C Moura, Ana Maria
Author_Institution
Comput. Eng. Dept., Mil. Inst. of Eng. (IME), Rio de Janeiro, Brazil
fYear
2013
fDate
16-18 Sept. 2013
Firstpage
160
Lastpage
167
Abstract
Information management has become an important challenge, especially when most of their relevant and strategic documents are available on the Web only for human interpretation. Annotating documents rises as an interesting strategy to diminish the hard task of retrieving important documents from the Web. Annotations consist of associating metadata with text segments of a document, in order to facilitate its retrieval by search engines. Besides improving their performance, annotations enable an optimized indexation of documents. However, due to the huge amount of existing documents, the idea of generating document annotations is not a trivial task. This paper presents a proposal for automatically enriching documents with semantic annotations, where document terms are annotated according to a domain ontology. Currently there already exist some document annotation tools to automate this process. However, the main contribution of this work is focused on the ability of exploring the ontology inference capability and on the meta-annotation concept, which aim at providing users and automatic agents with a more powerful mechanism to retrieve information.
Keywords
document handling; inference mechanisms; information retrieval; ontologies (artificial intelligence); automatic agents; document annotation; document retrieval; document terms; domain ontology; information management; meta data; meta-annotation concept; ontology-based reasoning approach; search engines; semantic annotations; text segments; Cognition; Context; HTML; Ontologies; Semantics; Taxonomy; Vocabulary; Semantic annotation; document annotation; ontology-based retrieval;
fLanguage
English
Publisher
ieee
Conference_Titel
Semantic Computing (ICSC), 2013 IEEE Seventh International Conference on
Conference_Location
Irvine, CA
Type
conf
DOI
10.1109/ICSC.2013.37
Filename
6693512
Link To Document