Sparseness-constrained Nonnegative Tensor Factorization for Detecting Topics at Different Time Scales

Lara Kassab, Alona Kryshchenko, Hanbaek Lyu +4

Temporal data (such as news articles or Twitter feeds) often consists of a mixture of long-lasting trends and popular but short-lasting topics of interest. A truly successful topic…