DocumentCode :
2794536
Title :
Seismic event interpretation using scripts
Author :
Kandt, Kirk ; Yuenger, Paul
Author_Institution :
Teknowledge Fed. Syst., Thousand Oaks, CA, USA
fYear :
1988
fDate :
5-7 Oct. 1988
Firstpage :
456
Lastpage :
462
Abstract :
A software system is described that uses artificial intelligence techniques to analyze seismic events. Seismic events are described in terms of scripts and matched to observed detections which are represented by frames. Heuristics constrain the matching process and rules are used to eliminate uninteresting detections. Since accurate interpretation is not possible, multiple interpretations are allowed. Each interpretation has a confidence associated with it based on probability theory. In addition, scripts are automatically generated to classify common seismic events. By overcoming the limitations of conventional techniques the system provides better analysis (although not exactly quantifiable) while still being computationally practical. In addition, the system is extensible, whereas previous systems were not.<>
Keywords :
geophysical techniques; geophysics computing; heuristic programming; knowledge based systems; probability; seismology; artificial intelligence techniques; confidence; event classification; extensible system; frames; heuristic constraints; matching process; multiple interpretations; probability theory; rules; scripts; seismic events; uninteresting detections; Artificial intelligence; Azimuth; Data analysis; Earth; Event detection; Explosions; Frequency estimation; Seismology; Sensor arrays; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Software and Applications Conference, 1988. COMPSAC 88. Proceedings., Twelfth International
Conference_Location :
Chicago, IL, USA
Print_ISBN :
0-8186-0873-0
Type :
conf
DOI :
10.1109/CMPSAC.1988.17216
Filename :
17216
Link To Document :
بازگشت