Enrico Blanzieri
Paolo Massa
ABSTRACT
The goal of a System for Implicit Culture Support (SICS) is to establish an implicit culture phenomenon, namely when the elements of a set behave according to the culture of a generally different group of agents. Earlier work claimed that Implicit Culture support can be seen as a generalization of Collaborative Filtering. In this paper, we recall the concept of Implicit Culture, show how it is useful for automatically exploit tacit knowledge and we present an implementation of a System for Implicit Culture Support.
- 1.E. Blanzieri and P. Giorgini. From collaborative filtering to implicit culture. In Proceedings of the Workshop on Agents and Recommender Systems, Barcellona, 2000.]]Google Scholar
- 2.E. Blanzieri, P. Giorgini, P. Massa, and S. Recla. Implicit culture for multi-agent interaction support. In Proc. of the Conf. Cooperative Information Systems COOPIS, 2001.]] Google ScholarDigital Library
- 3.J. Breese, D. Heckerman, and C. Kadie. Empirical analysis of predictive algorithms for collaborative filtering. In Proc. of the Fourteenth Conf. on Uncertainty in Artificial Intelligence. Morgan Kaufmann, 1998.]]Google ScholarDigital Library
- 4.A. Gokhale. Improvements to collaborative filters algorithms. Master's thesis, Worchester Ploytechnic Institute, May 1999.]]Google Scholar
- 5.J. Herlocker, J. K. J., A. Borchers, and J. Riedl. An algorithmic framework for performing collaborative filtering. In Proc. of the 1999 Conf. on Research and Development in Information Retrieval, 1999.]] Google ScholarDigital Library
- 6.P. McJones. Eachmovie collaborative filtering data set, dec systems research center, 1997. http://research.compaq.com/SRC/eachmovie/.]]Google Scholar
Index Terms
- Information access in implicit culture framework
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