GEOGRAPHY 275: SEMINAR IN GIS

ONTOLOGY

What is it?

(quotations from UCGIS white paper)
that branch of philosophy that deals with the nature and organization of reality

the totality of geospatial concepts, categories, relations, and processes

conceptual systems that people use

canonical description of knowledge domains

associated classificatory theories
the formal modeling of the geospatial world as this is experienced and conceptualized by non-experts
what we talk about
vague or precise?
role of cognitive science
Philosophical perspective
is there one ontology or many?
Computational perspective
compare data modeling
identification of the essential elements necessary to the description of a domain
data and relationships
but not processes
process models
transformations, simulations, programs...
Data modeling
select a general framework
specialize it for an application

ignore, suppress, marginalize, rethink things that do not fit the framework

Frameworks
hierarchical

network

relational

object-oriented data models

what are the essential constraints of each?

why are they successful?

what explains the historic progression?

more fundamental frameworks
table
list
map
field
The role of processes
something else
the code
general knowledge
applied to specific boundary conditions
methods in the OO model
associated with objects
"smart" objects
Ontology is the systematic study of how knowledge is structured
knowledge of all types
how the world looks (static description)

how the world works (dynamic process description)

NSF proposal
reviews
can the study of how knowledge is structured be divorced from the acquisition of knowledge?

is every scientist an ontologist, or do we need experts?