We classify a new query q according to U RL * , the neighboring URL with the strongest opinion (highest absolute value of the log likelihood ratio).
we compute U RL * with: If the neighboring opinion is positive (that is, Pr(Intent|U RL * ) > Pr(¬Intent|U RL * )), then the query q is assigned a positive label.