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Computing with Social Trust

By Jennifer Golbeck

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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. This book brings together a collection of important work in computing social trust from computer science and related disciplines.

Full Description

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  • ISBN13: 978-1-8480-0355-2
  • 348 Pages
  • User Level: Science
  • Publication Date: November 16, 2008
  • Available eBook Formats: PDF
Full Description
'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. Computing with Social Trust brings together a collection of important work in computing social trust from computer science and related disciplines. It is divided into three major sections. The first addresses theory, behaviour, and trust management, covering social analyses of how people develop trust, the dynamics of trust relationships, and systems for trust management. The second section describes 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 contains applications that use trust, such as recommender systems, website access control, and email filtering.
Table of Contents

Table of Contents

  1. Introduction to Computing with Social Trust.
  2. Part I Models of Social Trust.
  3. Examining Trust, Forgiveness and Regret as Computational Concepts.
  4. A Non
  5. reductionist Approach to Trust.
  6. Social Trust of Virtual Identities.
  7. Part II Propagation of Trust.
  8. Attack Resistant Trust Metrics.
  9. On Propagating Interpersonal Trust in Social Networks.
  10. The Ripple Effect: Change in Trust and its Impact over a Social Network.
  11. Part III Applications of Trust.
  12. Eliciting Informative Feedback: The Peer
  13. Prediction Method.
  14. Capturing Trust in Social Web Applications.
  15. Trust Metrics in Recommender Systems.
  16. Trust and Online Reputation Systems.
  17. Internet Based Community Networks: Finding the Social in Social Networks.
Errata

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