Twitter-Network Topic Model: A Full Bayesian Treatment for Social Network and Text Modeling

Kar Wai Lim, Changyou Chen, Wray Buntine

Twitter data is extremely noisy -- each tweet is short, unstructured and with informal language, a challenge for current topic modeling. On the other hand, tweets are accompanied b…