Multilingual probabilistic topic modeling and its applications in Web mining and search

Multilingual topic models are a fairly novel group of unsupervised, language-independent and generative machine learning models. This tutorial covers all key aspects of their probabilistic framework and demonstrates how to easily integrate these models into frameworks for cross-lingual and multilingual Web mining and search.

ISBN:9781450323512

Jaar van publicatie:2014

Toegankelijkheid:Open