Title :
A method for consistent ocean ontology construction
Author :
Gaoyun Ji ; Wang Jianliang ; Yu Shaohua
Author_Institution :
Dept. of Manage. & Inf., Shandong Jiaotong Vocational, Weifang, China
Abstract :
A well constructed ontology plays a crucial role in knowledge description, knowledge query and knowledge reasoning. However the inevitable issue in ontology construction is that ontologies which are developed by different creators are inconsistent. This paper firstly analyzes four reasons why the inconsistencies occur. Then based on the reasons we propose a methodology for ontology construction to minimize the distinctions. The concrete steps of methodology are exemplified by two parts of ocean ecosystem ontology: ocean food chain ontology and ocean creature ontology. Finally we demonstrate the validity of the construction through two use case scenarios which are query of “consumers of dinoflagellate” and reasoning about algal bloom.
Keywords :
geophysics computing; hydrology; inference mechanisms; knowledge representation; ontologies (artificial intelligence); query processing; algal bloom; dinoflagellate consumers; knowledge description; knowledge query; knowledge reasoning; ocean creature ontology; ocean ecosystem ontology; ocean food chain ontology; ocean ontology construction; Construction industry; Ontologies; Consistency; Ocean ontology; Ontology construction; Query; Reasoning;
Conference_Titel :
Industrial and Information Systems (IIS), 2010 2nd International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-7860-6
DOI :
10.1109/INDUSIS.2010.5565920