First-Order Learning for Web Mining

We present compelling evidence that the World Wide Web is a domain in which applications can benefit from using first-order learning methods, since the graph structure inherent in hypertext naturally lends itself to a relational representation. We demonstrate strong advantages for two applications

• Type: Conference
• Year: 1998
• Where: ECML
• Authors: Mark Craven, Seán Slattery, Kamal Nigam
• Keywords: Compelling Evidence, ECML 1998, First-order Learning Methods, Machine Learning, World Wide Web