TY - GEN
T1 - A scenario-based method for safety certification of artificial intelligent software
AU - Li, Guoqi
AU - Lu, Minyan
AU - Liu, Bin
PY - 2010
Y1 - 2010
N2 - Artificial intelligence (AI) is attractive for safetycritical fields. However, there have been few success cases, for the AI technique is usually lack of determinism and predictability, which is usually regarded as a disqualifier in a safety context. Increased researches and supererogatory efforts are providing to incorporate AI into the safety-critical systems in recent years. In this paper, we present a scenario-based method for safety certification, with the method AI modules of system could be evaluated before invoked, if its trustability is satisfied, then the program will be performed for safetycritical systems, otherwise it will be terminated to ask human assistance or postpone the missions.
AB - Artificial intelligence (AI) is attractive for safetycritical fields. However, there have been few success cases, for the AI technique is usually lack of determinism and predictability, which is usually regarded as a disqualifier in a safety context. Increased researches and supererogatory efforts are providing to incorporate AI into the safety-critical systems in recent years. In this paper, we present a scenario-based method for safety certification, with the method AI modules of system could be evaluated before invoked, if its trustability is satisfied, then the program will be performed for safetycritical systems, otherwise it will be terminated to ask human assistance or postpone the missions.
KW - Intelligent systems
KW - Software engineering
KW - Software trustability
UR - https://www.scopus.com/pages/publications/78651440351
U2 - 10.1109/AICI.2010.339
DO - 10.1109/AICI.2010.339
M3 - 会议稿件
AN - SCOPUS:78651440351
SN - 9780769542256
T3 - Proceedings - International Conference on Artificial Intelligence and Computational Intelligence, AICI 2010
SP - 481
EP - 483
BT - Proceedings - International Conference on Artificial Intelligence and Computational Intelligence, AICI 2010
T2 - 2010 International Conference on Artificial Intelligence and Computational Intelligence, AICI 2010
Y2 - 23 October 2010 through 24 October 2010
ER -