Title
Summarization by Domain Ontology Navigation
Abstract
A summary is a concise description that reflects the essence of a subject. A text, a collection of text documents, or a query answer can be summarized by simple means such as an automatically generated list of the most frequent words or “advanced” by a meaningful natural language description of the subject. In between these two extremes, conceptual summaries encompass selected concepts derived using background knowledge. We address in this paper an approach where conceptual summaries are provided through a conceptualization as given by an ontology. The ontology guiding the summarization can be a simple taxonomy or a generative domain ontology. A domain ontology can be provided by a preanalysis of a domain corpus and can be used to condense improved summaries that better reflects the conceptualization of a given domain. © 2013 Wiley Periodicals, Inc.
Year
DOI
Venue
2013
10.1002/int.21575
Int. J. Intell. Syst.
Keywords
Field
DocType
simple taxonomy,domain ontology,wiley periodicals,generative domain ontology,text document,simple mean,meaningful natural language description,concise description,domain ontology navigation,conceptual summary,domain corpus
Ontology (information science),Ontology,Automatic summarization,Ontology-based data integration,Information retrieval,Process ontology,Computer science,Conceptualization,Natural language processing,Artificial intelligence,Suggested Upper Merged Ontology,Upper ontology
Journal
Volume
Issue
ISSN
28
1
0884-8173
Citations 
PageRank 
References 
0
0.34
12
Authors
2
Name
Order
Citations
PageRank
Troels Andreasen150543.70
Henrik Bulskov215215.95