A Gamma-Poisson topic model for short text

Most topic models are constructed under the assumption that documents follow a multinomial distribution. The Poisson distribution is an alternative distribution to describe the probability of count data. For topic modelling, the Poisson distribution describes the number of occurrences of a word in d...

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Bibliographic Details
Main Author: Mazarura, Jocelyn Rangarirai
Other Authors: De Waal, Alta
Language:en
Published: University of Pretoria 2021
Subjects:
Online Access:http://hdl.handle.net/2263/78519