TY - GEN
T1 - Introducing granularity-dependent quantitative distance and diameter measures in common-sense reasoning contexts
AU - Donnelly, Maureen
PY - 2001
Y1 - 2001
N2 - In this paper, I will present a method for constructing correlated series of granularity-dependent distance and diameter measures on the basis of a theory of qualitative spatial concepts. Each granularity-dependent measure function has as its range a discrete subset of R. As we proceed through a series of such functions, the distance between the values in the range will become smaller and the measurements returned by the functions will become correspondingly more precise. My method for constructing the series of functions is partially based on work in Kranz, Luce, Suppes, and Tversky, The Foundations of Measurement, Vol. 1. I use a result from that volume to prove that my series of distance and diameter measures converge to continuous, extensive distance and diameter measures. But it is the discrete measures in the series, not the continuous limit measures, that should be used in analyses of common-sense concepts. Unlike the continuous measure functions, arbitrary values for the discrete measure functions can, in most contexts, be determined through practical procedures. Moreover, the ability to move from one granularity-level to the next is appropriate for common-sense contexts in which the level of precision is typically kept at the minimum necessary to accomplish the task at hand.
AB - In this paper, I will present a method for constructing correlated series of granularity-dependent distance and diameter measures on the basis of a theory of qualitative spatial concepts. Each granularity-dependent measure function has as its range a discrete subset of R. As we proceed through a series of such functions, the distance between the values in the range will become smaller and the measurements returned by the functions will become correspondingly more precise. My method for constructing the series of functions is partially based on work in Kranz, Luce, Suppes, and Tversky, The Foundations of Measurement, Vol. 1. I use a result from that volume to prove that my series of distance and diameter measures converge to continuous, extensive distance and diameter measures. But it is the discrete measures in the series, not the continuous limit measures, that should be used in analyses of common-sense concepts. Unlike the continuous measure functions, arbitrary values for the discrete measure functions can, in most contexts, be determined through practical procedures. Moreover, the ability to move from one granularity-level to the next is appropriate for common-sense contexts in which the level of precision is typically kept at the minimum necessary to accomplish the task at hand.
KW - Common-Sense Reasoning
KW - Granularity
KW - Measurement
KW - Spatial Representation and Reasoning
UR - https://www.scopus.com/pages/publications/0035789225
U2 - 10.1145/505168.505198
DO - 10.1145/505168.505198
M3 - Conference contribution
AN - SCOPUS:0035789225
SN - 1581133774
SN - 9781581133776
T3 - Formal Ontology in Information Systems: Collected Papers from the Second International Conference
SP - 321
EP - 332
BT - Formal Ontology in Information Systems
A2 - Welty, C.
A2 - Smith, B.
PB - Association for Computing Machinery (ACM)
T2 - Formal Ontology in Information Systems: Collected Papers from the Second International Conference
Y2 - 17 October 2001 through 19 October 2001
ER -