A SURVEY ON USER PROFILE MODELING FOR PERSONALIZED SERVICE DELIVERY SYSTEMS

User profiles have been suggested to enable personalized adaptations and decrease unnecessary dialogues between the user and the system. In this paper, we first discuss the role of the user profile for personalized service delivery systems, and then analysis the formation of a user profile, after that, we investigate the current user profile modeling approaches. Finally, the challenges of user profile modeling are discussed and future research directions are concluded.

[1]  A. Kobsa User Modeling : Recent Work , Prospects and Hazards , 1993 .

[2]  Tom H. F. Broens,et al.  A Rule-Based Approach Towards Context-Aware User Notification Services , 2006, 2006 ACS/IEEE International Conference on Pervasive Services.

[3]  Chang Soo Kim,et al.  Ontology-Based User Preference Modeling for Enhancing Interoperability in Personalized Services , 2007, HCI.

[4]  Umberto Straccia,et al.  User Profile Modeling and Applications to Digital Libraries , 1999, ECDL.

[5]  Xiaowei Shi,et al.  An adaptive preference learning method for future personalized TV , 2005, International Conference on Integration of Knowledge Intensive Multi-Agent Systems, 2005..

[6]  Alfred Kobsa,et al.  Generic User Modeling Systems , 2001, User modeling and user-adapted interaction.

[7]  Claudia Niederée,et al.  State of the Art in User Modelling for Personalization in Content , Service and Interaction , 2004 .

[8]  Shari Trewin,et al.  Dynamic Modelling of Keyboard Skills: Supporting Users With Motor Disabilities , 1997 .

[9]  Rolf Kraemer,et al.  Bluetooth based wireless Internet applications for indoor hot spots: experience of a successful experiment during CeBIT 2001 , 2003, Comput. Networks.

[10]  Zheng Chen,et al.  User Modeling for Efficient Use of Multimedia Files , 2001, IEEE Pacific Rim Conference on Multimedia.

[11]  Sofia Tsekeridou Metadata and user profile model for personalized enhanced DTV multi-service access , 2005, IEEE International Conference on Image Processing 2005.

[12]  Alfred Kobsa,et al.  User modeling in dialog systems: Potentials and hazards , 1990, AI & SOCIETY.

[13]  Alfred Kobsa,et al.  Generic User Modeling Systems , 2001, User Modeling and User-Adapted Interaction.

[14]  Matthias Schneider-Hufschmidt,et al.  Adaptive User Interfaces: Principles and Practice , 1993 .

[15]  Daniel Kudenko,et al.  Group Decision Making through Mediated Discussions , 2003, User Modeling.

[16]  Reinhard Oppermann,et al.  Context Awareness Reinhard Oppermann From User-adaptive to Context-adaptive Information Systems , 2005 .

[17]  Steffen Pauws,et al.  Music and choice : adaptive systems and multimodal interaction , 2000 .

[18]  Enn Tyugu,et al.  Towards a Personalized Browser for Elderly Users , 1999 .

[19]  R FeeneyWilliam,et al.  Adaptive man/computer interfaces , 1977 .

[20]  Woontack Woo,et al.  Context-based User Profile Management for Personalized Services , 2005, ubiPCMM.

[21]  Vijayan Sugumaran,et al.  The Role of User Profiles in Context-Aware Query Processing for the Semantic Web , 2004, NLDB.

[22]  Matthias Rauterberg,et al.  Multiple User Profile Merging (MUPE): Key Challenges for Environment Awareness , 2004, EUSAI.

[23]  Andreas Krause,et al.  Context-aware mobile computing: learning context- dependent personal preferences from a wearable sensor array , 2006, IEEE Transactions on Mobile Computing.

[24]  Stefano Spaccapietra,et al.  User Profiles in Location-based Services: Make Humans More Nomadic and Personalized , 2004, Databases and Applications.

[25]  Tsvi Kuflik,et al.  Generation of user profiles for information filtering — research agenda (poster session) , 2000, SIGIR '00.

[26]  Berry Eggen,et al.  Realization and User Evaluation of an Automatic Playlist Generator , 2003, ISMIR.

[27]  Sudeshna Sarkar,et al.  Web Site Personalization Using User Profile Information , 2002, AH.

[28]  Judy Kay,et al.  User Modeling for Adaptation , 2000 .

[29]  Alfred Kobsa,et al.  User Models in Dialog Systems , 1989, Symbolic Computation.

[30]  Alenka Kavcic,et al.  The role of user models in adaptive hypermedia systems , 2000, 2000 10th Mediterranean Electrotechnical Conference. Information Technology and Electrotechnology for the Mediterranean Countries. Proceedings. MeleCon 2000 (Cat. No.00CH37099).

[31]  Gregory D. Abowd,et al.  Towards a Better Understanding of Context and Context-Awareness , 1999, HUC.

[32]  Alenka Kavcic,et al.  Fuzzy user modeling for adaptation in educational hypermedia , 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[33]  Alexander Pretschner,et al.  Ontology based personalized search , 1999, Proceedings 11th International Conference on Tools with Artificial Intelligence.

[34]  Bill N. Schilit,et al.  Context-aware computing applications , 1994, Workshop on Mobile Computing Systems and Applications.

[35]  Javed Mostafa,et al.  An experiment in building profiles in information filtering: the role of context of user relevance feedback , 2002, Inf. Process. Manag..

[36]  Wei-Ying Ma,et al.  Adaptive User Profile Model and Collaborative Filtering for Personalized News , 2006, APWeb.