User command prediction by graph-based induction

Abstract

An intelligent command interface is a computer program that observes the user's past behavior and tries to predict future user behavior. Most studies meant to realize an intelligent interface system analyze repetitive user behavior, and automate the repetitions. However, these methods typically ignore the relationship between the user commands. The paper presents a new framework that overcomes this limitation and demonstrates its power experimentally.<>