Download Computational Trust Models and Machine Learning (Chapman & by Xin Liu,Anwitaman Datta,Ee-Peng Lim PDF

By Xin Liu,Anwitaman Datta,Ee-Peng Lim

Computational belief versions and laptop Learning presents an in depth advent to the idea that of belief and its software in a variety of laptop technology components, together with multi-agent platforms, on-line social networks, and verbal exchange structures. deciding upon belief modeling demanding situations that can not be addressed via conventional ways, this book:

  • Explains how reputation-based platforms are used to figure out belief in diversified on-line communities

  • Describes how computing device studying thoughts are hired to construct strong attractiveness systems

  • Explores unique techniques to selecting credibility of resources—one the place the human position is implicit, and one who leverages human enter explicitly

  • Shows how selection help might be facilitated by way of computational belief models

  • Discusses collaborative filtering-based belief acutely aware suggestion systems

  • Defines a framework for translating a belief modeling challenge right into a studying problem

  • Investigates the objectivity of human suggestions, emphasizing the necessity to filter outlying opinions

Computational belief types and computing device studying effectively demonstrates how novel computing device studying thoughts can enhance the accuracy of belief assessment.

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