AUTOMATIC NAVIGATION AMONG MOBILE DTV SERVICES

Chengyuan Peng, Petri Vuorimaa

2004

Abstract

Limited number of input buttons on a mobile device, such as mobile phones and PDAs, restricts people’s access to digital broadcast services. In this paper, we present a reinforcement learning approach to automatically navigating among services in mobile digital television systems. Our approach uses standard Q-learning algorithm as a theory basis to predict next button for the user by learning usage patterns from interaction experiences. We did the experiment using a modified algorithm in test system. The experimental results demonstrate that the performance is good and the method is feasible and appropriate in practice.

Paper Citation

in Harvard Style

Peng C. and Vuorimaa P. (2004). AUTOMATIC NAVIGATION AMONG MOBILE DTV SERVICES . In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 5: ICEIS, ISBN 972-8865-00-7, pages 140-145. DOI: 10.5220/0002629501400145

in Bibtex Style

@conference{iceis04,
author={Chengyuan Peng and Petri Vuorimaa},
title={AUTOMATIC NAVIGATION AMONG MOBILE DTV SERVICES},
booktitle={Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 5: ICEIS,},
year={2004},
pages={140-145},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002629501400145},
isbn={972-8865-00-7},
}

in EndNote Style

TY - CONF
JO - Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 5: ICEIS,
TI - AUTOMATIC NAVIGATION AMONG MOBILE DTV SERVICES
SN - 972-8865-00-7
AU - Peng C.
AU - Vuorimaa P.
PY - 2004
SP - 140
EP - 145
DO - 10.5220/0002629501400145