Constrained relational topic models

S Terragni, E Fersini, E Messina - Information Sciences, 2020 - Elsevier
Relational topic models (RTM) have been widely used to discover hidden topics in a
collection of networked documents. In this paper, we introduce the class of Constrained …

Discovering canonical correlations between topical and topological information in document networks

Y He, C Wang, C Jiang - Proceedings of the 24th ACM International on …, 2015 - dl.acm.org
Document network is a kind of intriguing dataset which can provide both topical (textual
content) and topological (relational link) information. A key point in viably modeling such …

Which matters most? comparing the impact of concept and document relationships in topic models

S Terragni, D Nozza, E Fersini… - Proceedings of the First …, 2020 - aclanthology.org
Topic models have been widely used to discover hidden topics in a collection of documents.
In this paper, we propose to investigate the role of two different types of relational …

Что имеет большее значение? Сравнение влияния концептуальных и документальных отношений в тематических моделях

С ТЕРРАНЬИ, Э ФЕРСИНИ, Э МЕССИНА… - Международный …, 2021 - elibrary.ru
Тематические модели широко используются для обнаружения скрытых тем в
коллекциях документов. В статье предполагается изучить роль двух разных типов …

[引用][C] for System Identification through Supervised Learning

A Hefny - 2017 - Georgia Institute of Technology