User segmentation in online advertising using latent Dirichlet allocation

User segmentation is one the most important problems in online advertiting. The use of online latent Dirichlet allocation model for analysing big datasets for this purpose is proposed in this paper. The relationship between the number of segments and segmentation quality metrics is analized and cri...

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Bibliographic Details
Main Authors: Darius Aliulis, Vytautas Janilionis
Format: Article
Language:English
Published: Vilnius University Press 2015-12-01
Series:Lietuvos Matematikos Rinkinys
Subjects:
Online Access:https://www.journals.vu.lt/LMR/article/view/17698