A vocabulary recommendation method for spatiotemporal data discovery based on Bayesian network and ontologies

References

• Aggarwal, C. C. (2016). Recommender systems (pp. 1–28). Cham: Springer International Publishing.
   Google Scholar
• Asanov, D. (2011). Algorithms and methods in recommender systems. Berlin, Germany: Berlin Institute of Technology.
   Google Scholar
• Bernard, L., Kanellopoulos, I., Annoni, A., & Smits, P. (2005). The European geoportal––One step towards the establishment of a European spatial data infrastructure. Computers, Environment and Urban Systems, 29(1), 15–31.
   Google Scholar
• Bogdanović, M., Stanimirović, A., & Stoimenov, L. (2015). Methodology for geospatial data source discovery in ontology-driven geo-information integration architectures. Web Semantics: Science, Services and Agents on the World Wide Web, 32, 1–15.
   Web of Science ®Google Scholar
• Carvalho, R. N., Laskey, K. B., & Costa, P. C. (2010, November). PR-OWL 2.0-bridging the gap to OWL semantics. In Proceedings of the 6th International Conference on Uncertainty Reasoning for the Semantic Web-Volume 654 (pp. 73–84). Shanghai, China. CEUR-WS.org.
   Google Scholar
• Cui, K., & Bittner, T. (2016). Ontology-based geo-spatial knowledge reasoning system. In H. Onsrud, & W. Kuhn (Eds.), Advancing geographic information science: the past and next twenty years (p. 265). GSDI Association Press.
   Google Scholar
• Da Costa, P. C. G., Laskey, K. B., & Laskey, K. J. (2008). Pr-owl: A bayesian ontology language for the semantic web. In Uncertainty reasoning for the semantic web I (pp. 88–107). Berlin: Springer Berlin Heidelberg.
   Google Scholar
• Edberg, S. J., Evans, D. L., Graf, J. E., Hyon, J. J., Rosen, P. A., & Waliser, D. E. (2016). Studying earth in the new millennium: NASA jet propulsion laboratory’s contributions to earth science and applications space agencies. IEEE Geoscience and Remote Sensing Magazine, 4(1), 26–39.
   Web of Science ®Google Scholar
• Giuliani, G., Ray, N., Schwarzer, S., De Bono, A., Peduzzi, P., Dao, H., … Lehmann, A. (2013). Sharing environmental data through GEOSS. In D. P. Albert and G. R. Dobbs (Eds.), Emerging methods and multidisciplinary applications in geospatial research (pp. 266–281). IGI Global.
   Google Scholar
• Hendler, J., Holm, J., Musialek, C., & Thomas, G. (2012). US government linked open data: Semantic. data. gov. IEEE Intelligent Systems, 27(3), 25–31.
   Web of Science ®Google Scholar
• Hua, X. S., Yang, L., Wang, J., Wang, J., Ye, M., Wang, K., … Li, J. (2013, October). Clickage: Towards bridging semantic and intent gaps via mining click logs of search engines. In Proceedings of the 21st ACM international conference on Multimedia (pp. 243–252). Barcelona, Spain: ACM.
   Google Scholar
• Janowicz, K., Schade, S., Bröring, A., Keßler, C., Maué, P., & Stasch, C. (2010). Semantic enablement for spatial data infrastructures. Transactions in GIS, 14(2), 111–129.
   Web of Science ®Google Scholar
• Jensen, F. V. (1996). An introduction to Bayesian networks (Vol. 210, pp. 1–178). London: UCL press.
   Google Scholar
• Jiang, Y., Li, Y., Yang, C., Liu, K., Armstrong, E. M., Huang, T., … Finch, C. J. (2017). A comprehensive methodology for discovering semantic relationships among geospatial vocabularies using oceanographic data discovery as an example. International Journal of Geographical Information Science, 31(11), 2310–2328.
   Web of Science ®Google Scholar
• Kourtesis, D., Alvarez-Rodríguez, J. M., & Paraskakis, I. (2014). Semantic-based QoS management in cloud systems: Current status and future challenges. Future Generation Computer Systems, 32, 307–323.
   Web of Science ®Google Scholar
• Lacasta, J., Nogueras-Iso, J., Béjar, R., Muro-Medrano, P. R., & Zarazaga-Soria, F. J. (2007). A Web ontology service to facilitate interoperability within a spatial data infrastructure: Applicability to discovery. Data & Knowledge Engineering, 63(3), 947–971.
   Web of Science ®Google Scholar
• Lee, J. G., & Kang, M. (2015). Geospatial big data: Challenges and opportunities. Big Data Research, 2(2), 74–81.
   Web of Science ®Google Scholar
• Li, W., Yang, C., Nebert, D., Raskin, R., Houser, P., Wu, H., & Li, Z. (2011). Semantic-based web service discovery and chaining for building an Arctic spatial data infrastructure. Computers & Geosciences, 37(11), 1752–1762.
   Web of Science ®Google Scholar
• Liu, T. Y. (2011). Learning to rank for information retrieval. New York, NY: Springer Science & Business Media.
   Google Scholar
• Lutz, M., & Kolas, D. (2007). Rule based discovery in spatial data infrastructure. Transactions in GIS, 11(3), 317–336.
   Google Scholar
• Maedche, A., & Staab, S. (2001). Ontology learning for the semantic web. IEEE Intelligent Systems, 16(2), 72–79.
   Web of Science ®Google Scholar
• Maguire, D. J., & Longley, P. A. (2005). The emergence of geoportals and their role in spatial data infrastructures. Computers, Environment and Urban Systems, 29(1), 3–14.
   Google Scholar
• Mangold, C. (2007). A survey and classification of semantic search approaches. International Journal of Metadata, Semantics and Ontologies, 2(1), 23–34.
   Google Scholar
• McCandless, M., Hatcher, E., & Gospodnetic, O. (2010). Lucene in action: Covers apache lucene 3.0. Shelter Island, NY: Manning Publications Co.
   Google Scholar
• Middleton, S. E., De Roure, D. C., & Shadbolt, N. R. (2001, October). Capturing knowledge of user preferences: Ontologies in recommender systems. In Proceedings of the 1st international conference on Knowledge capture (pp. 100–107). Victoria, BC: ACM.
   Google Scholar
• Pfoser, D., Pitoura, E., & Tryfona, N. (2002, November). Metadata modeling in a global computing environment. In Proceedings of the 10th ACM international symposium on Advances in geographic information systems (pp. 68–73). McLean, VA: ACM.
   Google Scholar
• Smith, B. (2003). Ontology. In L. Floridi (Eds.), Blackwell guide to the philosophy of computing and information (pp. 155–166). Oxford: Blackwell.
   Google Scholar
• Tait, M. G. (2005). Implementing geoportals: Applications of distributed GIS. Computers, Environment and Urban Systems, 29(1), 33–47.
   Google Scholar
• Yang, C., Huang, Q., Li, Z., Liu, K., & Hu, F. (2017). Big data and cloud computing: Innovation opportunities and challenges. International Journal of Digital Earth, 10(1), 13–53.
   Web of Science ®Google Scholar
• Yang, C., Raskin, R., Goodchild, M., & Gahegan, M. (2010). Geospatial cyberinfrastructure: Past, present and future. Computers, Environment and Urban Systems, 34(4), 264–277.
   Web of Science ®Google Scholar