This can be captured by a | | × | | matrix of {0, 1}, whose entries are denoted by , .
with this information and assuming poster has made a comment k for user 's posting, the final weight of this comment is defined as Once the weight of comments on one posting is quantified by our models, this information along with the entire discussion thread is fed into a synthesizer to construct a topic profile.