Publikation

Modeling Ontological Concepts of Motions with Two Projection-Based Spatial Models

Hui Shi, Yohei Kurata

In: Björn Gottfried , Hamid K. Aghajan (Hrsg.). 2nd International Workshop on Behavioral Monitoring and Interpretation. International Workshop on Behavioral Monitoring and Interpretation (BMI-08) 2nd befindet sich 31st Annual Conference on Artificial Intelligence (KI-2008) September 23-23 Kaiserslautern Germany Seiten 42-56 CEUR Workshop Proceedings 396 CEUR-WS.org 2008.

Abstrakt

To model human concepts of motions is essential for the development of the systems and machines that collaborate with ordinary people on spatiodynamic tasks. This paper applies two projection-based spatial models, Double Cross and RfDL3-12, to the modeling of human concepts of motions on a plane, making use of the ability of these two models to illustrate where and how a landmark extends around/on a path. For generalization, we adopt a set of formal motion concepts defined in an existing spatial ontology called GUM. These motion concepts are associated with the motion patterns modeled by Double Cross and RfDL3-12, considering two scenarios where the landmarks are represented by points and regions, respectively. For the latter scenario, we identify the motion patterns whose characterization cannot be clearly determined. In addition, we find that the knowledge of landmarks' convexity is useful for characterizing motion patterns.

paper04shi.pdf (pdf, 236 KB )

Deutsches Forschungszentrum für Künstliche Intelligenz
German Research Center for Artificial Intelligence