Computing with Social Trust by Jennifer GolbeckComputing with Social Trust by Jennifer Golbeck

Computing with Social Trust

EditorJennifer Golbeck

Paperback | October 28, 2010

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'Trust' is used in a variety of ways in computing literature, and social trust is emerging as an important computational problem. In open, distributed systems, like the web, people and organizations can be anonymous and trust and reputation become important. Researchers from many subfields of computer science have produced results in this space, with applications such as security, recommender systems, and knowledge management. However, this wide interest also means that research is published in diverse venues, and thus results published in one area can go unnoticed by researchers in a different area. For scientists beginning to work in the area, discovering the relevant literature and developing a comprehensive understanding of the state of the art is difficult for similar reasons.The goal of this book is to bring together a collection of important work in computing social trust from computer science and related disciplines, and give readers a full view of the subject. It will be divided into three major sections. The first will address theory, behaviour, and trust management. This will cover social analyses of how people develop trust, the dynamics of trust relationships, and systems for trust management. The second section will describe algorithms and methods for computing trust in social contexts. Social networks, profile similarity, and participation in online communities are all potential sources from which trust can be computed. The final section will contain applications that use trust, such as recommender systems, website access control, and email filtering.
Title:Computing with Social TrustFormat:PaperbackDimensions:348 pages, 9.25 × 6.1 × 0.01 inPublished:October 28, 2010Publisher:Springer LondonLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:1849967938

ISBN - 13:9781849967938

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Table of Contents

Introduction to Computing with Social Trust.- Part I Models of Social Trust.- Examining Trust, Forgiveness and Regret as Computational Concepts.- A Non-reductionist Approach to Trust.- Social Trust of Virtual Identities.- Part II Propagation of Trust.- Attack Resistant Trust Metrics.- On Propagating Interpersonal Trust in Social Networks.- The Ripple Effect: Change in Trust and its Impact over a Social Network.- Part III Applications of Trust.- Eliciting Informative Feedback: The Peer-Prediction Method.- Capturing Trust in Social Web Applications.- Trust Metrics in Recommender Systems.- Trust and Online Reputation Systems.- Internet Based Community Networks: Finding the Social in Social Networks.

Editorial Reviews

From the reviews:"Social trust is becoming fundamental in computer science (CS), distributed systems, multiagent systems, e-commerce, and communication. This book provides a survey of the computational trust field. . This is a commendable effort by the editor to consolidate the growing literature on computational trust in a single volume. . it is a useful reference for both theorists and practitioners in the field of computational trust." (Haris Aziz, ACM Computing Reviews, May, 2009)