TY - GEN
T1 - "Statistical" First Order Conditionals
AU - Brafman, Ronen I.
N1 - Publisher Copyright:
Copyright © 1996 by Morgan Kaufmann Publishers, Inc. All rights reserved.
PY - 1996/1/1
Y1 - 1996/1/1
N2 - A first-order conditional logic is defined in which conditionals such as α→β are interpreted as saying that most/normal/typical objects which satisfy α satisfy β as well. This qualitative statistical interpretation is achieved by imposing additional structure on the domain of a single first-order model in the form of an ordering over domain elements and tuples, α→β then holds if all objects with property α whose ranking is minimal satisfy β as well. These minimally ranked objects represent the typical or common objects having the property α. This semantics differs from that of the more common subjective interpretation of conditionals over sets of standard first-order structures, and it provides a more natural way of modeling qualitative statistical statements, such as "most birds fly," or "normal birds fly." We provide a sound and complete axiomatization of this logic as well as a probabilistic semantics for it.
AB - A first-order conditional logic is defined in which conditionals such as α→β are interpreted as saying that most/normal/typical objects which satisfy α satisfy β as well. This qualitative statistical interpretation is achieved by imposing additional structure on the domain of a single first-order model in the form of an ordering over domain elements and tuples, α→β then holds if all objects with property α whose ranking is minimal satisfy β as well. These minimally ranked objects represent the typical or common objects having the property α. This semantics differs from that of the more common subjective interpretation of conditionals over sets of standard first-order structures, and it provides a more natural way of modeling qualitative statistical statements, such as "most birds fly," or "normal birds fly." We provide a sound and complete axiomatization of this logic as well as a probabilistic semantics for it.
UR - https://www.scopus.com/pages/publications/105030489758
M3 - Conference contribution
AN - SCOPUS:105030489758
T3 - Proceedings of the International Conference on Knowledge Representation and Reasoning
SP - 398
EP - 409
BT - Proceedings of the 5th International Conference on Principles of Knowledge Representation and Reasoning, KR 1996
A2 - Aiello, Luigia Carlucci
A2 - Doyle, Jon
A2 - Shapiro, Stuart C.
PB - Association for the Advancement of Artificial Intelligence
T2 - 5th International Conference on Principles of Knowledge Representation and Reasoning, KR 1996
Y2 - 5 November 1996 through 8 November 1996
ER -