login

Collective classification with relational dependency networks

Published 1 January 2003
Jennifer Neville, David Jensen
Citations103

TL;DR

This paper presents relational dependency networks (RDNs), a collective classification model that offers simple parameter estimation and efficient structure learning and shows that collective classification improves performance.

Abstract

this paper, we present relational dependency networks (RDNs), extending recent work in dependency networks to a relational setting

Keywords

Computer SciencePhysics and Astronomy