Semantic Reasoning with Contextual Ontologies on Sensor Cloud Environment. (28th April 2014)
- Record Type:
- Journal Article
- Title:
- Semantic Reasoning with Contextual Ontologies on Sensor Cloud Environment. (28th April 2014)
- Main Title:
- Semantic Reasoning with Contextual Ontologies on Sensor Cloud Environment
- Authors:
- Park, Kyungeun
Kim, Yanggon
Chang, Juno - Abstract:
- This research first focused on processing enormous number of sensor events from a variety of city-wide sensor networks. As a solution, the well-known big data handling scheme, Hadoop cluster framework, drew, unquestionably, our attention. The acquired sensor events are to be used to immediately detect a certain abnormal situation within the framework. Accordingly, we integrated our existing context-aware collaboration framework with Hadoop cluster framework by interfacing data collection and context-aware reasoning parts of the existing framework with the Hadoop cluster framework. This approach enabled us to effectively process massive sensor events and semantically analyze the big data within the cluster environment. The proposed smart city sensor cloud framework provides ontology-enabled semantic reasoning scheme with the XOntology in combination with the Context-Aware Inference (CAI) model. By applying the ontology technology, the proposed framework enhances the availability and interoperability of the contextual information across many cooperating parties according to semantic reasoning results. Further, this framework is flexible enough to integrate any heterogeneous platforms including many existing IT solutions as well as mobile platforms. In addition, this approach presents the direction of progressive migration of many existing sensor network solutions into big data handling sensor cloud framework.
- Is Part Of:
- International journal of distributed sensor networks. Volume 10:Number 4(2014)
- Journal:
- International journal of distributed sensor networks
- Issue:
- Volume 10:Number 4(2014)
- Issue Display:
- Volume 10, Issue 4 (2014)
- Year:
- 2014
- Volume:
- 10
- Issue:
- 4
- Issue Sort Value:
- 2014-0010-0004-0000
- Page Start:
- Page End:
- Publication Date:
- 2014-04-28
- Subjects:
- Sensor networks -- Periodicals
Intelligent agents (Computer software) -- Periodicals
Multisensor data fusion -- Periodicals
681.2 - Journal URLs:
- http://www.informaworld.com/smpp/title~content=t714578688~db=all ↗
http://www.metapress.com/openurl.asp?genre=journal&issn=1550-1329 ↗
http://dsn.sagepub.com/ ↗
http://www.tandfonline.com/ ↗ - DOI:
- 10.1155/2014/693957 ↗
- Languages:
- English
- ISSNs:
- 1550-1329
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4542.186400
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 24528.xml