Title :
Integrating Various Data Sources of Geospatial Information Systems with Semantics
Author :
Chih-Hao Liu ; Jeng-Fen Bau ; Chung-Rui Lee
Author_Institution :
Inf. Div., Nat. Sci. & Technol. Center for Disaster Reduction, Taipei, Taiwan
Abstract :
To effectively integrate distributed and heterogonous open data now is an essential problem of Web research community. Due to rapidly development of open data, e.g. geographic, track, dynamic geospatial data, governments are required to release more and more data for academics and industry. The ubiquitous data are in various types and formats, e.g. number, graphic or specific format provided by different data sources, in distributed environment. All makes it difficult to integrate data to different domain. This paper proposes a data-flow integration mechanism with a unified description for distributed and heterogonous open data. Our approach starts with using Semantic Web technology and Web ontology language (OWL), to define a data flow-oriented semantic description model. This supports a domain view description which is a user´s aspect of domain. In this model, users are able to describe a domain view via three main components: (1) data unit, (2) link unit, and (3) domain unit. Final, we use earthquake disaster event as our example depict how the data flow-oriented semantic description model work conceptually. And our solution ensures data interoperability and provides a unified semantic description model to integrate heterogeneous data.
Keywords :
data integration; earthquakes; emergency management; geographic information systems; knowledge representation languages; open systems; semantic Web; OWL; Web ontology language; Web research community; data flow-oriented semantic description model; data interoperability; data source integration; data unit; data-flow integration mechanism; distributed environment; distributed heterogeneous open data integration; domain unit; domain view description; earthquake disaster event; geospatial information systems; link unit; semantic Web technology; ubiquitous data; unified semantic description model; user domain aspect; Data models; Distributed databases; Earthquakes; Engines; OWL; Semantics; Web services; data integration; geography data; ontology; semantic web;
Conference_Titel :
Information Science and Control Engineering (ICISCE), 2015 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-6849-0
DOI :
10.1109/ICISCE.2015.67