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

By Xin Liu,Anwitaman Datta,Ee-Peng Lim

Computational belief types and laptop Learning presents a close advent to the concept that of belief and its software in quite a few laptop technological know-how 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 by way of conventional methods, this book:

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

  • Describes how desktop studying options are hired to construct powerful recognition systems

  • Explores specific ways to identifying credibility of resources—one the place the human position is implicit, and one who leverages human enter explicitly

  • Shows how determination aid might be facilitated through computational belief models

  • Discusses collaborative filtering-based belief conscious 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 clear out outlying opinions

Computational belief versions and laptop studying effectively demonstrates how novel computing device studying strategies can increase the accuracy of belief assessment.

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