Data Compatibility to Enhance Sustainable Capabilities for Autonomous Analytics in IoT

作者: Kaleem Razzaq Malik , Masood Habib , Shehzad Khalid , Farhan Ullah , Muhammad Umar

DOI: 10.3390/SU9060877

关键词:

摘要: The collection of raw data is based on sensors embedded in devices or the environment for real-time extraction. Nowadays, Internet Things (IoT) used to support autonomous by reducing human involvement. It hard analyze such data, especially when working with a environment. On using analytics IoT help RDF, many issues can be resolved. Resultant will have better chance quality reforming into semantical annotation. Industrial correspondence through improved induction semantics at large due efficient capturing, whereas one popular medium sensors’ storage Relational Database (RDB). This study provides complete automated mechanism transform from loosely structured stored RDB RDF. These are obtained semantically annotated RDF stores. given comprises methodology improving compatibility introducing bidirectional transformation between classical DB and stores enhance sustainable capabilities systems analytics. Two case studies, weather another heart-rate measurement collections sensors, show process operation.

参考文章(21)
Mohammad Hammoudeh, Robert Newman, Christopher Dennett, Sarah Mount, Omar Aldabbas, Map as a Service: A Framework for Visualising and Maximising Information Return from Multi-ModalWireless Sensor Networks. Sensors. ,vol. 15, pp. 22970- 23003 ,(2015) , 10.3390/S150922970
Guangyi Xiao, Jingzhi Guo, Li Da Xu, Zhiguo Gong, User Interoperability With Heterogeneous IoT Devices Through Transformation IEEE Transactions on Industrial Informatics. ,vol. 10, pp. 1486- 1496 ,(2014) , 10.1109/TII.2014.2306772
Li Da Xu, Wu He, Shancang Li, Internet of Things in Industries: A Survey IEEE Transactions on Industrial Informatics. ,vol. 10, pp. 2233- 2243 ,(2014) , 10.1109/TII.2014.2300753
Antonio J. Jara, Alex C. Olivieri, Yann Bocchi, Markus Jung, Wolfgang Kastner, Antonio F. Skarmeta, Semantic Web of Things: an analysis of the application semantics for the IoT moving towards the IoT convergence International Journal of Web and Grid Services. ,vol. 10, pp. 244- 272 ,(2014) , 10.1504/IJWGS.2014.060260
Sohail Jabbar, Abid Ali Minhas, Muhammad Imran, Shehzad Khalid, Kashif Saleem, None, Energy Efficient Strategy for Throughput Improvement in Wireless Sensor Networks Sensors. ,vol. 15, pp. 2473- 2495 ,(2015) , 10.3390/S150202473
Kaleem Razzaq Malik, Tauqir Ahmad, Muhammad Farhan, Muhammad Aslam, Sohail Jabbar, Shehzad Khalid, Mucheol Kim, None, Big-data: transformation from heterogeneous data to semantically-enriched simplified data Multimedia Tools and Applications. ,vol. 75, pp. 12727- 12747 ,(2016) , 10.1007/S11042-015-2918-5
Jeroen Steenbeek, Marta Coll, Leigh Gurney, Frédéric Mélin, Nicolas Hoepffner, Joe Buszowski, Villy Christensen, Bridging the gap between ecosystem modeling tools and geographic information systems: Driving a food web model with external spatial–temporal data Ecological Modelling. ,vol. 263, pp. 139- 151 ,(2013) , 10.1016/J.ECOLMODEL.2013.04.027
Erin Koffel, Kurt Kroenke, Matthew J. Bair, David Leverty, Melissa A. Polusny, Erin E. Krebs, The bidirectional relationship between sleep complaints and pain: Analysis of data from a randomized trial. Health Psychology. ,vol. 35, pp. 41- 49 ,(2016) , 10.1037/HEA0000245
Murad Khan, Sadia Din, Sohail Jabbar, Moneeb Gohar, Hemant Ghayvat, S.C. Mukhopadhyay, Context-aware low power intelligent SmartHome based on the Internet of things Computers & Electrical Engineering. ,vol. 52, pp. 208- 222 ,(2016) , 10.1016/J.COMPELECENG.2016.04.014
Yong Chen, Industrial information integration—A literature review 2006–2015 Journal of Industrial Information Integration. ,vol. 2, pp. 30- 64 ,(2016) , 10.1016/J.JII.2016.04.004