Knowledge-based geographic information systems (KBGIS): new analytic and data management tools

Conference · Tue Nov 01 00:00:00 EST 1988 · J. Int. Assoc. Math. Geol.; (United States)

OSTI ID:6288110

Albert, T M

In its simplest form, a geographic information system (GIS) may be viewed as a data base management system in which most of the data are spatially indexed, and upon which sets of procedures operate to answer queries about spatial entities represented in the data base. Utilization of artificial intelligence (AI) techniques can enhance greatly the capabilities of a GIS, particularly in handling very large, diverse data bases involved in the earth sciences. A KBGIS has been developed by the US Geological Survey which incorporates AI techniques such as learning, expert systems, new data representation, and more. The system, which will be developed further and applied, is a prototype of the next generation of GIS's, an intelligent GIS, as well as an example of a general-purpose intelligent data handling system. The paper provides a description of KBGIS and its application, as well as the AI techniques involved.

• Research Organization: Geological Survey, Reston, VA (USA)
• OSTI ID: 6288110
• Report Number(s): CONF-8704137-
• Journal Information: J. Int. Assoc. Math. Geol.; (United States), Vol. 20:8; Conference: MGUS '87, Redwood City, CA, USA, 13 Apr 1987
• Country of Publication: United States
• Language: English

Related Subjects

58 GEOSCIENCES
99 GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE
GEOGRAPHY
INFORMATION SYSTEMS
GEOPHYSICAL SURVEYS
ARTIFICIAL INTELLIGENCE
DATA ANALYSIS
DATA BASE MANAGEMENT
GEOLOGIC DEPOSITS
GEOLOGY
INFORMATION RETRIEVAL
KNOWLEDGE BASE
RESOURCE ASSESSMENT
USES
MANAGEMENT
SURVEYS
580203* - Geophysics- Geophysical Survey Methods- (1980-1989)
990210 - Supercomputers- (1987-1989)