Faculty Advisor

Alvarez, Sergio A.

Faculty Advisor

Ruiz, Carolina

Abstract

We apply artificial neural networks trained using error back-propagation to construct three different systems for automated information filtering. These systems utilize content-based filtering, collaborative filtering, and a combination of both methods respectively. Extensive experimental evaluation of the systems was carried out with movie recommendation as a test domain, using data collected from our own on-line survey.

Publisher

Worcester Polytechnic Institute

Date Accepted

1998-12-31

Major

System Dynamics

Major

Computer Science

Project Type

Major Qualifying Project

Accessibility

Restricted-WPI community only

Advisor Department

Computer Science

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