Faculty Advisor

Cruz, Isabel F.

Abstract

The objective of our project is to design and implement a Web Site Agent (WEBSA) to help users navigating a web site efficiently. Our implementation is associated with the WPI Computer Science Web Site. Our idea is derived from the concept of "Adaptive Web Sites", which is proposed by Oren Etzioni and Mike Perkowitz from the University of Washington. However, instead of making changes to the organization and presentation of the original web page, we deliver a "suggestion service" in a separate frame. This service observes from the users' access patterns, which resulted from mining the raw data from the WPI CS web log file. Using our own heuristics, our service offers weighted suggestions to the users. We use an Oracle database and perform the data analysis using a Java program that communicates with the database using JDBC and with the web agent at our web server. All computations for updating and mining the information are done in advance in [sic] a nightly basis. This method together with the database fine-tuning guarantees high performance, even when the raw data is on the order of one GB.

Publisher

Worcester Polytechnic Institute

Date Accepted

January 1999

Major

Computer Science

Project Type

Major Qualifying Project

Accessibility

Restricted-WPI community only

Advisor Department

Computer Science

Advisor Program

Computer Science

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