From collaborative filtering to implicit culture: a general agent-based framework

@misc{blanzieri-giorgini:implicitculture, abstract = {Collaborative Filtering bases its effectiveness as a recommender system on ratings about a set of items provided by a set of users. In our perspective, an agent behaves as a member of a group would do (the agent implicitly belongs to the same "culture" of the group) without extra-effort or direct interaction. In this paper, we introduce the concept of Implicit Culture and propose a general architecture for Systems for Implicit Culture Support. We show how Collaborative Filtering can be considered as an instance of our architecture, and finally we consider the related work.}, address = {Barcellona}, author = {Blanzieri, Enrico and Giorgini, Paolo }, booktitle = {Proceedings of the Workshop on Agents and Recommender Systems}, citeulike-article-id = {696939}, keywords = {agents, collaborative\_filtering, implicit\_culture, recommender\_systems}, posted-at = {2006-06-15 10:21:25}, priority = {0}, title = {From collaborative filtering to implicit culture: a general agent-based framework}, url = {http://dit.unitn.it/\~{}implicit/papers/source/ic-wars2000.pdf}, year = {2000} }

TY - GEN ID - blanzieri-giorgini:implicitculture L3 - citeulike-article-id:696939 TI - From collaborative filtering to implicit culture: a general agent-based framework T2 - Proceedings of the Workshop on Agents and Recommender Systems AD - Barcellona N2 - Collaborative Filtering bases its effectiveness as a recommender system on ratings about a set of items provided by a set of users. In our perspective, an agent behaves as a member of a group would do (the agent implicitly belongs to the same "culture" of the group) without extra-effort or direct interaction. In this paper, we introduce the concept of Implicit Culture and propose a general architecture for Systems for Implicit Culture Support. We show how Collaborative Filtering can be considered as an instance of our architecture, and finally we consider the related work. KW - agents KW - collaborative_filtering KW - implicit_culture KW - recommender_systems AU - Blanzieri, Enrico AU - Giorgini, Paolo PY - 2000/// UR - http://dit.unitn.it/~implicit/papers/source/ic-wars2000.pdf ER -