Probabilistic logic encoding of spatial domains

P. Santos, B. Hummel, V. Fenelon, F. G. Cozman

Resultado de la investigación: Contribución a una conferenciaArtículo de conferencia

Resumen

This paper presents a formalisation of a spatial domain in terms of a qualitative spatial reasoning formalism, encoded in a probabilistic description logic. The QSR formalism chosen is a subset of a cardinal direction calculus and the probabilistic description logic used has the relational structures of the well-known ALC language, allied with the inference methods of Bayesian Networks. We consider a scenario consisting of a road navigated by an experimental vehicle equipped with three on-board sensors: A digital map, a GPS and a video camera. This paper presents experiments where the proposed formalism is used to answer queries about driving directions, lanes and vehicles.
Idioma originalInglés estadounidense
EstadoPublicada - 1 dic 2010
Publicado de forma externa
EventoCEUR Workshop Proceedings -
Duración: 1 ene 2016 → …

Conferencia

ConferenciaCEUR Workshop Proceedings
Período1/01/16 → …

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  • Citar esto

    Santos, P., Hummel, B., Fenelon, V., & Cozman, F. G. (2010). Probabilistic logic encoding of spatial domains. Papel presentado en CEUR Workshop Proceedings, .