Combining ontologies by discovering semantic associations at any level of abstraction, or decomposing large ontologies in modules w.r.t. logical properties either for re-usability of specifications, efficiency in ontology management, or efficiecy in reasoning, are goals that we need to pursue, especially when we deal with real-world heterogeneous and disparate data sources.
These tasks are especially important towards data-driven ontology engineering methods.
Specific Topics
- Distributed reasoning with modular ontologies
- Ontology modularization and data partitioning for scalable information management and reasoning
- Ontology alignment methods
- Ontology engineering and management
Recent Publications
2021 |
Vouros, George A; Andrienko, Gennady; Artikis, Alexander; Cordero, Jose Manuel; Doulkeridis, Christos; Jousselme, Anne-Laure; Pelekis, Nikolaos; Ray, Cyril; Scarlatti, David Big Data Analytics for Time Critical Mobility Forecasting: From raw data to trajectory-oriented mobility analytics in the aviation and maritime domains Book Forthcoming Springer, Forthcoming. @book{360, title = {Big Data Analytics for Time Critical Mobility Forecasting: From raw data to trajectory-oriented mobility analytics in the aviation and maritime domains}, author = {George A Vouros and Gennady Andrienko and Alexander Artikis and Jose Manuel Cordero and Christos Doulkeridis and Anne-Laure Jousselme and Nikolaos Pelekis and Cyril Ray and David Scarlatti}, year = {2021}, date = {2021-00-00}, publisher = {Springer}, organization = {Springer}, keywords = {}, pubstate = {forthcoming}, tppubtype = {book} } |
Nikitopoulos, P; Vlachou, A; Doulkeridis, C; Vouros, G Parallel and scalable processing of spatio-temporal RDF queries using spark Journal Article Forthcoming GEOINFORMATICA, Forthcoming. @article{344, title = {Parallel and scalable processing of spatio-temporal RDF queries using spark}, author = {P Nikitopoulos and A Vlachou and C Doulkeridis and G Vouros}, url = {https://rdcu.be/bIxu9}, doi = {10.1007/s10707-019-00371-0}, year = {2021}, date = {2021-00-00}, journal = {GEOINFORMATICA}, keywords = {}, pubstate = {forthcoming}, tppubtype = {article} } |
2020 |
Kotis, Konstantinos; Vouros, George A; Spiliotopoulos, Dimitris Ontology engineering methodologies for the evolution of living and reused ontologies: status, trends, findings and recommendations Journal Article The Knowledge Engineering Review, 35 , 2020. @article{358, title = {Ontology engineering methodologies for the evolution of living and reused ontologies: status, trends, findings and recommendations}, author = {Konstantinos Kotis and George A Vouros and Dimitris Spiliotopoulos}, url = {https://doi.org/10.1017/S0269888920000065}, doi = {https://doi.org/10.1017/S0269888920000065}, year = {2020}, date = {2020-01-01}, journal = {The Knowledge Engineering Review}, volume = {35}, keywords = {}, pubstate = {published}, tppubtype = {article} } |
Vouros, George A; Glenis, Apostolis; Doulkeridis, Christos The delta big data architecture for mobility analytics Conference 2020 IEEE Sixth International Conference on Big Data Computing Service and Applications (BigDataService), IEEE IEEE, Oxford, UK, 2020. @conference{359, title = {The delta big data architecture for mobility analytics}, author = {George A Vouros and Apostolis Glenis and Christos Doulkeridis}, year = {2020}, date = {2020-01-01}, booktitle = {2020 IEEE Sixth International Conference on Big Data Computing Service and Applications (BigDataService)}, publisher = {IEEE}, address = {Oxford, UK}, organization = {IEEE}, keywords = {}, pubstate = {published}, tppubtype = {conference} } |
2019 |
G.Vouros, ; Santipantakis, G; Doulkeridis, C; Vlachou, A; Andrienko, G; Andrienko, N; Fuchs, G; Martinez, Miguel Garcia; Cordero, Jose Manuel Garcia Journal Of Data Semantics, 8 , 2019. @article{352, title = {The datAcron Ontology for the Specification of Semantic Trajectories: Specification of Semantic Trajectories for Data Transformations Supporting Visual Analytics}, author = {G.Vouros and G Santipantakis and C Doulkeridis and A Vlachou and G Andrienko and N Andrienko and G Fuchs and Miguel Garcia Martinez and Jose Manuel Garcia Cordero}, url = {http://link.springer.com/article/10.1007/s13740-019-00108-0}, doi = {10.1007/s13740-019-00108-0}, year = {2019}, date = {2019-11-01}, journal = {Journal Of Data Semantics}, volume = {8}, chapter = {235}, keywords = {}, pubstate = {published}, tppubtype = {article} } |