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Titlebook: Agents and Data Mining Interaction; 8th International Wo Longbing Cao,Yifeng Zeng,Munindar P Singh Conference proceedings 2013 Springer-Ver

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Incentivizing Cooperation in P2P File Sharingces of different files (indirect interaction). We provide novel game theoretical models of BitTorrent and the IIM mechanism and demonstrate through analysis and simulations that IIM improves BitTorrent performance. We conclude that IIM is a practical solution to the fundamental problem of incentivizing cooperation in P2P networks.
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Discovering Frequent Patterns to Bootstrap Trust these patterns are used as features to train a regression model to estimate trustworthiness. Lastly, a priori trust for newcomers are estimated using the discovered features based on the trained model. Through extensive simulations, we have showed that the proposed approach significantly outperforms existing approaches.
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