The scent of a site

Published 1 April 2000

Ed H., Peter Pirolli, James E. Pitkow

DOI10.1145/332040.332423

Citations183

TL;DR

An architecture and system for the analysis and prediction of user behavior and Web site usability is presented that integrates research on human information foraging theory, a reference model of information visualization and Web data-mining techniques, and new Web usability metrics.

Abstract

Designers and researchers of users' interactions with the World Wide Web need tools that permit the rapid exploration of hypotheses about complex interactions of user goals, user behaviors, and Web site designs. We present an architecture and system for the analysis and prediction of user behavior and Web site usability. The system integrates research on human information foraging theory, a reference model of information visualization and Web data-mining techniques. The system also incorporates new methods of Web site visualization (Dome Tree, Usage Based Layouts), a new predictive modeling technique for Web site use (Web User Flow by Information Scent, WUFIS), and new Web usability metrics.

Keywords

Computer Science

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