Talks and Poster Presentations (with Proceedings-Entry):

T. Eiter, J. Parreira, P. Schneider:
"Detecting Mobility Patterns using Spatial Query Answering over Streams";
Talk: Web Stream Processing workshop (WSP 2017) and International Workshop on Ontology Modularity, Contextuality, and Evolution (WOMoCoE 2017), Vienna; 2017-10-22; in: "Joint Proceedings of the Web Stream Processing workshop (WSP 2017) and the 2nd International Workshop on Ontology Modularity, Contextuality, and Evolution (WOMoCoE 2017) co-located with 16th International Semantic Web Conference (ISWC 2017)", D. DellŽAglio, D. Anicic, P. Barnaghi, E. Della Valle, D. McGuinness, L. Bozzato, T. Eiter, M. Homola, D. Porello (ed.); CEUR Workshop Proceedings, 1936 (2017), ISSN: 1613-0073; 17 - 32.

English abstract:
The development of (semi)-autonomous vehicles and communication between vehicles and infrastructure (V2X) will aid to improve road safety by identifying dangerous traffic scenes. A key to this is the Local Dynamic Map (LDM), which acts as an integration platform for static, semi-static, and dynamic information about traffic in a geographical context. At present, the LDM approach is purely database-oriented with simple query capabilities, while an elaborate domain model as captured by an ontology and queries over data streams that allow for semantic concepts and spatial relationships are still missing. To fill this gap, we present an approach in the context of ontology-mediated query answering that features conjunctive queries over DL-Lite_A ontologies allowing spatial relations and window operators over streams having a pulse. For query evaluation, we present a rewriting approach to ordinary DL-Lite_A that transforms spatial relations involving epistemic aggregate queries and uses a decomposition approach that generates a query execution plan. Finally, we report on experiments with two scenarios and evaluate our implementation based on the stream RDBMS PipelineDB.

Logic, Reasoning, Knowledge Representation, Query Answering, Stream Reasoning, Mobility Streams, Ontologies

Electronic version of the publication:

Created from the Publication Database of the Vienna University of Technology.