Semantisches Browsen
Aus International Center for Computational Logic
We present Bayesian Description Logics (BD … We present Bayesian Description Logics (BDLs): an extension of Description Logics (DLs) with contextual probabilities encoded in a Bayesian network (BN). Classical DL reasoning tasks are extended to consider also the contextual and probabilistic information in BDLs. A complexity analysis of these problems shows that, for propositionally closed DLs, this extension comes without cost, while for tractable DLs the complexity is affected by the cost of reasoning in the BN.fected by the cost of reasoning in the BN. +
@inproceedings{CP2014,
author = {{\.{I}}smail {\.{I}}lkan Ceylan and Rafael Pe{\~{n}}aloza},
title = {Bayesian Description Logics},
editor = {Meghyn Bienvenu and Magdalena Ortiz and Riccardo Rosati and
Mantas Simkus},
booktitle = {Proceedings of the 27th International Workshop on Description
Logics (DL 2014)},
series = {CEUR Workshop Proceedings},
volume = {1193},
publisher = {CEUR-WS},
year = {2014},
pages = {447-458}
}
author = {{\.{I}}smail {\.{I}}lkan Ceylan and Rafael Pe{\~{n}}aloza},
title = {Bayesian Description Logics},
editor = {Meghyn Bienvenu and Magdalena Ortiz and Riccardo Rosati and
Mantas Simkus},
booktitle = {Proceedings of the 27th International Workshop on Description
Logics (DL 2014)},
series = {CEUR Workshop Proceedings},
volume = {1193},
publisher = {CEUR-WS},
year = {2014},
pages = {447-458}
}
Ceylan +
İsmail İlkan +
İsmail İlkan Ceylan, Rafael Peñaloza<br … İsmail İlkan Ceylan, Rafael Peñaloza<br/> '''[[LATPub582|<b>Bayesian Description Logics</b>]]''' <br/>__NOTOC__In Meghyn Bienvenu and Magdalena Ortiz and Riccardo Rosati and Mantas Simkus, eds., <i>Proceedings of the 27th International Workshop on Description Logics (DL 2014)</i>, volume 1193 of CEUR Workshop Proceedings, 447-458, 2014. CEUR-WS<br/><span class="fas fa-chevron-right" style="font-size: 85%;" ></span> [[LATPub582|Details]] <span class="fas fa-chevron-right" style="font-size: 85%; margin-left: 2ex; "></span> [[Media:CePe-DL14.pdf|Download]]DL14.pdf|Download]] +
İsmail İlkan Ceylan, Rafael Peñaloza<br … İsmail İlkan Ceylan, Rafael Peñaloza<br/> '''[[LATPub582/en|<b>Bayesian Description Logics</b>]]''' <br/>__NOTOC__In Meghyn Bienvenu and Magdalena Ortiz and Riccardo Rosati and Mantas Simkus, eds., <i>Proceedings of the 27th International Workshop on Description Logics (DL 2014)</i>, volume 1193 of CEUR Workshop Proceedings, 447-458, 2014. CEUR-WS<br/><span class="fas fa-chevron-right" style="font-size: 85%;" ></span> [[LATPub582|Details]] <span class="fas fa-chevron-right" style="font-size: 85%; margin-left: 2ex;" ></span> [[Media:CePe-DL14.pdf|Download]]DL14.pdf|Download]] +
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Bayesian Description Logics +
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29. Mai 2016, 14:28:30 +
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