Providing context-aware personalization through cross-context reasoning of user modeling data

Shlomo Berkovsky; Lora Aroyo; Dominik Heckmann; Geert-Jan Houben; Alexander Kröner; Tsvi Kuflik; Francesco Ricci

Providing context-aware personalization through cross-context reasoning of user modeling data

Shlomo Berkovsky, Lora Aroyo, Dominik Heckmann, Geert-Jan Houben, Alexander Kröner, Tsvi Kuflik, Francesco Ricci

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

Abstract

Existing personalization systems base their services on user models that typically disregard the issue of context-awareness. This work focuses on developing mechanisms for cross-context reasoning, i.e., inferences linking user model data in two different contexts.That reasoning process can augment the typically sparse user models, by inferring the missing information from other contextual conditions, and can better support context-aware personalization. Thus, the proposed approach improves existing personalization systems and facilitates provision of more accurate context-aware personalized services

Original language	English
Title of host publication	Proceedings of the International Workshop on Decentralized and Ubiquitous User Modeling
Subtitle of host publication	UBIDEUM 2007. 11th International Conference on User Modeling, UM 2007
Editors	Shlomo Berkovsky, Keith Cheverst, Peter Dolog, Dominik Heckmann, Tsvi Kuflik, Jerome Picault, Phivos Mylonas, Julita Vassileva
Pages	2-7
Number of pages	6
Publication status	Published - 2007
Externally published	Yes
Event	International Workshop on Decentralized and Ubiquitous User Modeling, UBIDEUM 2007 - Corfu, Greece Duration: 26 Jun 2007 → 26 Jun 2007

Conference

Conference	International Workshop on Decentralized and Ubiquitous User Modeling, UBIDEUM 2007
Country/Territory	Greece
City	Corfu
Period	26/06/07 → 26/06/07

Cite this

Berkovsky, S., Aroyo, L., Heckmann, D., Houben, G.-J., Kröner, A., Kuflik, T., & Ricci, F. (2007). Providing context-aware personalization through cross-context reasoning of user modeling data. In S. Berkovsky, K. Cheverst, P. Dolog, D. Heckmann, T. Kuflik, J. Picault, P. Mylonas, & J. Vassileva (Eds.), Proceedings of the International Workshop on Decentralized and Ubiquitous User Modeling: UBIDEUM 2007. 11th International Conference on User Modeling, UM 2007 (pp. 2-7)

Berkovsky, Shlomo ; Aroyo, Lora ; Heckmann, Dominik et al. / Providing context-aware personalization through cross-context reasoning of user modeling data. Proceedings of the International Workshop on Decentralized and Ubiquitous User Modeling: UBIDEUM 2007. 11th International Conference on User Modeling, UM 2007. editor / Shlomo Berkovsky ; Keith Cheverst ; Peter Dolog ; Dominik Heckmann ; Tsvi Kuflik ; Jerome Picault ; Phivos Mylonas ; Julita Vassileva. 2007. pp. 2-7

@inproceedings{6352aab7585a42c3a54d27d2e4b2ff69,

title = "Providing context-aware personalization through cross-context reasoning of user modeling data",

abstract = "Existing personalization systems base their services on user models that typically disregard the issue of context-awareness. This work focuses on developing mechanisms for cross-context reasoning, i.e., inferences linking user model data in two different contexts.That reasoning process can augment the typically sparse user models, by inferring the missing information from other contextual conditions, and can better support context-aware personalization. Thus, the proposed approach improves existing personalization systems and facilitates provision of more accurate context-aware personalized services",

author = "Shlomo Berkovsky and Lora Aroyo and Dominik Heckmann and Geert-Jan Houben and Alexander Kr{\"o}ner and Tsvi Kuflik and Francesco Ricci",

year = "2007",

language = "English",

pages = "2--7",

editor = "Shlomo Berkovsky and Keith Cheverst and Peter Dolog and Dominik Heckmann and Tsvi Kuflik and Jerome Picault and Phivos Mylonas and Julita Vassileva",

booktitle = "Proceedings of the International Workshop on Decentralized and Ubiquitous User Modeling",

note = "International Workshop on Decentralized and Ubiquitous User Modeling, UBIDEUM 2007 ; Conference date: 26-06-2007 Through 26-06-2007",

}

Berkovsky, S, Aroyo, L, Heckmann, D, Houben, G-J, Kröner, A, Kuflik, T & Ricci, F 2007, Providing context-aware personalization through cross-context reasoning of user modeling data. in S Berkovsky, K Cheverst, P Dolog, D Heckmann, T Kuflik, J Picault, P Mylonas & J Vassileva (eds), Proceedings of the International Workshop on Decentralized and Ubiquitous User Modeling: UBIDEUM 2007. 11th International Conference on User Modeling, UM 2007. pp. 2-7, International Workshop on Decentralized and Ubiquitous User Modeling, UBIDEUM 2007, Corfu, Greece, 26/06/07.

Providing context-aware personalization through cross-context reasoning of user modeling data. / Berkovsky, Shlomo; Aroyo, Lora; Heckmann, Dominik et al.
Proceedings of the International Workshop on Decentralized and Ubiquitous User Modeling: UBIDEUM 2007. 11th International Conference on User Modeling, UM 2007. ed. / Shlomo Berkovsky; Keith Cheverst; Peter Dolog; Dominik Heckmann; Tsvi Kuflik; Jerome Picault; Phivos Mylonas; Julita Vassileva. 2007. p. 2-7.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

TY - GEN

T1 - Providing context-aware personalization through cross-context reasoning of user modeling data

AU - Berkovsky, Shlomo

AU - Aroyo, Lora

AU - Heckmann, Dominik

AU - Houben, Geert-Jan

AU - Kröner, Alexander

AU - Kuflik, Tsvi

AU - Ricci, Francesco

PY - 2007

Y1 - 2007

N2 - Existing personalization systems base their services on user models that typically disregard the issue of context-awareness. This work focuses on developing mechanisms for cross-context reasoning, i.e., inferences linking user model data in two different contexts.That reasoning process can augment the typically sparse user models, by inferring the missing information from other contextual conditions, and can better support context-aware personalization. Thus, the proposed approach improves existing personalization systems and facilitates provision of more accurate context-aware personalized services

AB - Existing personalization systems base their services on user models that typically disregard the issue of context-awareness. This work focuses on developing mechanisms for cross-context reasoning, i.e., inferences linking user model data in two different contexts.That reasoning process can augment the typically sparse user models, by inferring the missing information from other contextual conditions, and can better support context-aware personalization. Thus, the proposed approach improves existing personalization systems and facilitates provision of more accurate context-aware personalized services

M3 - Conference proceeding contribution

SP - 2

EP - 7

BT - Proceedings of the International Workshop on Decentralized and Ubiquitous User Modeling

A2 - Berkovsky, Shlomo

A2 - Cheverst, Keith

A2 - Dolog, Peter

A2 - Heckmann, Dominik

A2 - Kuflik, Tsvi

A2 - Picault, Jerome

A2 - Mylonas, Phivos

A2 - Vassileva, Julita

T2 - International Workshop on Decentralized and Ubiquitous User Modeling, UBIDEUM 2007

Y2 - 26 June 2007 through 26 June 2007

ER -

Berkovsky S, Aroyo L, Heckmann D, Houben GJ, Kröner A, Kuflik T et al. Providing context-aware personalization through cross-context reasoning of user modeling data. In Berkovsky S, Cheverst K, Dolog P, Heckmann D, Kuflik T, Picault J, Mylonas P, Vassileva J, editors, Proceedings of the International Workshop on Decentralized and Ubiquitous User Modeling: UBIDEUM 2007. 11th International Conference on User Modeling, UM 2007. 2007. p. 2-7

Providing context-aware personalization through cross-context reasoning of user modeling data

Abstract

Conference

Fingerprint

Cite this