Language Invariance and Spectrum Exchangeability in Inductive Logic

Landes, Jürgen; Paris, Jeff B. und Vencovská, Alena (2007): Language Invariance and Spectrum Exchangeability in Inductive Logic. Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Hammamet, Tunisia, October 31 - November 2, 2007. Mellouli, Khaled (Hrsg.): In: Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ECSQARU 2007, Berlin, Heidelberg: S. 151-160

Abstract

A sufficient condition, in terms of a de Finetti style representation, is given for a probability function in Inductive Logic (with relations of all arities) satisfying Spectrum Exchangeability to additionally satisfy Language Invariance. This condition is shown to also be necessary in the case of homogeneous probability functions. In contrast it is proved that (purely) t-heterogeneous probability functions can never be members of a language invariant family satisfying Spectrum Exchangeability.

• Dokumententyp: Konferenzbeitrag (Vortrag)
• Fakultät: Philosophie, Wissenschaftstheorie und Religionswissenschaft > Munich Center for Mathematical Philosophy (MCMP) ; Philosophie, Wissenschaftstheorie und Religionswissenschaft > Munich Center for Mathematical Philosophy (MCMP) > Logic
• Themengebiete: 100 Philosophie und Psychologie > 100 Philosophie ; 100 Philosophie und Psychologie > 160 Logik
• Ort: Berlin, Heidelberg
• Bemerkung: Lecture Notes in Computer Science ; 4724
• Sprache: Englisch