Computing with Social Trust

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Beschreibung

'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.

Klappentext

As open, distributed systems like the Web continue to grow, and more and more content created by users becomes available, the question of whom and what can be trusted becomes increasingly important. This book looks at one solution social trust relationships and examines the challenging research problems raised by computing with social trust.

In bringing together important research in computing social trust from both computer science and related disciplines, this book provides an invaluable overview of the area. Divided into three parts, the first Models of Social Trust addresses theory, behaviour and trust management, analysing how trust is developed, the dynamics of trust relationships, and systems for trust management. Part Two Propagation of Trust describes algorithms and methods for computing trust in social contexts. Social networks, profile similarity, and participation in online communities are all sources from which trust can be computed. The final part Applications of Trust contains applications such as recommender systems, website access control, and email filtering, where trust can improve functionality.

With contributions from leading researchers in the area of social trust, this book will be welcomed by researchers and graduate students in computer science and information systems, as well as those working in related disciplines where trust may be an issue (such as communications and psychology).



Inhalt
Models of Social Trust.- Examining Trust, Forgiveness and Regret as Computational Concepts.- A Non-reductionist Approach to Trust.- Social Trust of Virtual Identities.- 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.- 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.- to Computing with Social Trust.- to Computing with Social Trust.

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Produktinformationen

Titel
Computing with Social Trust
Autor
Editor
EAN
9781848003569
ISBN
978-1-84800-356-9
Format
E-Book (pdf)
Hersteller
Springer-Verlag GmbH
Herausgeber
Springer
Genre
Betriebssysteme, Benutzeroberflächen
Veröffentlichung
16.11.2008
Digitaler Kopierschutz
Adobe-DRM
Dateigrösse
17.94 MB
Anzahl Seiten
336
Jahr
2008
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