Web Science/Part2: Emerging Web Properties/Modelling Similarity of Text/Probabilistic Similarity Measures Kullback Leibler Divergence/quiz

Smoothing is needed

	to make sure the probability function will not take the value 0
	because this will always yield more accurate results
	because otherwise the query likelihood model would have sparse results for many queries
	all of the above