Title :
User command prediction by graph-based induction
Author :
Yoshida, Kenichi
Author_Institution :
Lab. for Comput. Sci. Res., Rutgers Univ., New Brunswick, NJ, USA
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
Keywords :
graph theory; human factors; knowledge based systems; learning by example; user modelling; computer program; future user behavior; graph-based induction; intelligent command interface; intelligent interface system; repetitive user behavior; user command prediction; user past behavior; Application software; Computer interfaces; Computer science; Displays; Hypertext systems; Intelligent systems; Laboratories; Page description languages; Printers; User interfaces;
Conference_Titel :
Tools with Artificial Intelligence, 1994. Proceedings., Sixth International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-8186-6785-0
DOI :
10.1109/TAI.1994.346414
