A framework and an architecture for context-aware group recommendations

Hussein, T., Linder, T., Gaulke, W., & Ziegler, J. (2010). In G. Kolfschoten, T. Herrmann, & S. Lukosch (Eds.), Collaboration and Technology: 16th International Conference, CRIWG 2010, Maastricht, The Netherlands, September 20-23, 2010. Proceedings. Berlin: Springer.


In this paper, we propose a generic framework to generate context-aware recommendations for both single users as well as groups. We present the the concept of context views and an corresponding architecture implementing the framework as well as exemplary recommendation workflows for group recommendations.


Related publications

Context-aware Recommendations on Rails

Hussein, T., Linder, T., Gaulke, W., & Ziegler, J. (2009). In L. Bergmann (Ed.), Proceedings of the 2009 Workshop on Context-aware Recommender Systems (CARS 2009). New York, NY, USA.

Hybreed: A Software Framework for Developing Context-Aware Hybrid Recommender Systems

Hussein, T., Linder, T., Gaulke, W., & Ziegler, J. (2014). User Modeling and User Adapted Interaction, 24(1), 121–174.

Improving collaboration by using context views

Hussein, T., Gaulke, W., Linder, T., & Ziegler, J. (2010). In Context-Adaptive Interaction for Collaborative Work (CAICOLL), 1st Workshop in conjunction with the ACM Conference on Human Factors in Computing Systems (CHI) 2010 (pp. 1–6). Atlanta, GA, USA.


Focus area