Wei Lu and Min-Yen Kan
AIRS 2005 (Jeju Island, Korea)
16/22
Evaluation on Object Communication and Contextual Analysis
•  Dynamic analysis performs worse than static analysis
•  Static and dynamic features alone perform poorly, but can be combined to complement each other (29% and 51%, respectively) •  Contextual features helps improve performance when combined with object communication features.
We have done a combined evaluation on object communication analysis and contextual analysis, as these two features are considered context sensitive features.
The result shows that dynamic analysis performs worse than static analysis. This is because dynamic analysis is incomplete compared to static analysis. Secondly, static and dynamic features alone performs poorly, but when they are combined, the performance gets improved.
Lastly, the performance can be further improved when combined with contextual features.