ARTIFICIAL INTELLIGENCE GOES MOBILE

New mobile computing technologies require new paradigms for infrastructure and interaction with mobile and networked devices. For building smart mobile companions for new intelligent services, a number of challenges have to be addressed. We argue that artificial intelligence is a key to a new generation of mobile systems. In this introduction to AI in mobile systems, we present some of the challenges and solutions in this exciting field of research.

[1]  John Krumm,et al.  SmartMoveX on a Graph - An Inexpensive Active Badge Tracker , 2002, UbiComp.

[2]  Christian A. Müller,et al.  Exploiting speech for recognizing elderly users to respond to their special needs , 2003, INTERSPEECH.

[3]  Christian Kray,et al.  RAJA: a resource-adaptive Java agent infrastructure , 2001, AGENTS '01.

[4]  Antonio Krüger,et al.  M3I in a Pedestrian Navigation & Exploration System , 2003, Mobile HCI.

[5]  R. Malaka,et al.  DEEP MAP: Challenging IT Research In The Framework Of A Tourist Information System , 2000 .

[6]  Antonio Krüger,et al.  A User Modeling Markup Language (UserML) for Ubiquitous Computing , 2003, User Modeling.

[7]  Anthony Jameson,et al.  An extension of the differential approach for Bayesian network inference to dynamic Bayesian networks , 2004, Int. J. Intell. Syst..

[8]  Bernd Thomas,et al.  Ubiquitous Web Information Agents , 2000 .

[9]  Anthony Jameson,et al.  When policies are better than plans: decision-theoretic planning of recommendation sequences , 2001, IUI '01.

[10]  Hidir Aras,et al.  SmartKom mobile: intelligent ubiquitous user interaction , 2004, IUI '04.

[11]  Christian A. Müller,et al.  Recognizing Time Pressure and Cognitive Load on the Basis of Speech: An Experimental Study , 2001, User Modeling.

[12]  Johan Himberg,et al.  A hierarchical approach to learning context and facilitating user interaction in mobile devices , 2003 .

[13]  Harry Chen,et al.  Semantic Web in a Pervasive Context-Aware Architecture , 2003 .

[14]  Wolfgang Wahlster,et al.  A resource-adaptive mobile navigation system , 2002, IUI '02.

[15]  Antonio Krüger,et al.  Robust speech interaction in a mobile environment through the use of multiple and different media input types , 2003, INTERSPEECH.

[16]  Jörg Baus.  Towards adaptive location-a ware mobile assistants , 2001 .

[17]  G. Look.  Plan-Driven Ubiquitous Computing , 2003 .

[18]  Michael Schneider.  A Smart Shopping Assistant utilising Adaptive Plan Recognition , 2003 .

[19]  Lise Getoor,et al.  Learning Probabilistic Relational Models , 1999, IJCAI.