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This paper reports on the development and integration of a recommendation module in an agent-based transportation transactions management system. ... The module is built according to a novel hybrid recommendation technique, which combines the advantages of collaborative filtering and knowledge-based approaches. ... Generally speaking, CF and KBR techniques can be combined in hybrid recommendation systems in order to improve their performance. ...arXiv:0909.2376v1 fatcat:gvyy3bzovzbjbiqqgyiglayxqa