Abstract
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 a corresponding architecture implementing the framework as well as exemplary recommendation workflows for group recommendations.
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References
Collins, A.M., Loftus, E.F.: A spreading activation theory of semantic processing. Psychological Review 82(6), 407–428 (1975)
Dey, A.K., Abowd, G.D.: Towards a better understanding of context and context-awareness. In: CHI 2000 Workshop on the What, Who, Where, When, and How of Context-Awareness. ACM Press, The Hague (2000)
Goldberg, D., Nichols, D., Oki, B.M., Terry, D.: Using collaborative filtering to weave an information tapestry. Communications of the ACM 35(12), 61–70 (1992)
Hussein, T., Gaulke, W., Linder, T., Ziegler, J.: Improving collaboration by using context views. In: Proceedings of CAICOLL: First Workshop on Context-Adaptive Interaction for Collaborative Work (2010)
Hussein, T., Linder, T., Gaulke, W., Ziegler, J.: Context-aware recommendations on rails. In: Workshop on Context-Aware Recommender Systems (CARS-2009) in conjunction with the 3rd ACM Conference on Recommender Systems (ACM RecSys 2009), New York, NY, USA (2009)
Hussein, T., Ziegler, J.: Adapting web sites by spreading activation in ontologies. In: Proceedings of International Workshop on Recommendation and Collaboration. ACM, New York (2008)
Jameson, A.: More than the sum of its members: Challenges for group recommender systems. In: Proceedings of the International Working Conference on Advanced Visual Interfaces, pp. 48–54. Gallipoli, Italy (2004)
Jameson, A., Smyth, B.: Recommendation to groups. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web: Methods and Strategies of Web Personalization, pp. 596–627. Springer, Berlin (2007)
Resnick, P., Varian, H.: Recommender systems. Commun. ACM 40(3) (1997)
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Hussein, T., Linder, T., Gaulke, W., Ziegler, J. (2010). A Framework and an Architecture for Context-Aware Group Recommendations. In: Kolfschoten, G., Herrmann, T., Lukosch, S. (eds) Collaboration and Technology. CRIWG 2010. Lecture Notes in Computer Science, vol 6257. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15714-1_10
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DOI: https://doi.org/10.1007/978-3-642-15714-1_10
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-15713-4
Online ISBN: 978-3-642-15714-1
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