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Task-Oriented Dialogues Evaluation
Performance function
P = a * N(k) - å wi * N(ci), where a is a weight on K, the cost functions are weighted by wi and N stands for a normalization function.
Using multiple linear regression and a measure of user satisfaction it is possible to obtain the several weights, to identify the factors significant to the performance function and to evaluate and compare different dialogue systems.