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    Computational Trust Models and Machine Learning (Repost)

    Posted By: roxul
    Computational Trust Models and Machine Learning (Repost)

    Xin Liu, "Computational Trust Models and Machine Learning"
    English | ISBN: 1482226669 | 2014 | 232 pages | PDF | 2 MB

    Computational Trust Models and Machine Learning provides a detailed introduction to the concept of trust and its application in various computer science areas, including multi-agent systems, online social networks, and communication systems. Identifying trust modeling challenges that cannot be addressed by traditional approaches, this book:
    Explains how reputation-based systems are used to determine trust in diverse online communities
    Describes how machine learning techniques are employed to build robust reputation systems
    Explores two distinctive approaches to determining credibility of resources—one where the human role is implicit, and one that leverages human input explicitly
    Shows how decision support can be facilitated by computational trust models
    Discusses collaborative filtering-based trust aware recommendation systems
    Defines a framework for translating a trust modeling problem into a learning problem
    Investigates the objectivity of human feedback, emphasizing the need to filter out outlying opinions

    Computational Trust Models and Machine Learning effectively demonstrates how novel machine learning techniques can improve the accuracy of trust assessment.
    IT