Computational Trust Models and Machine Learning - Info and Reading Options

The Open Library:

"This book provides an introduction to computational trust models from a machine learning perspective. After reviewing traditional computational trust models, it discusses a new trend of applying formerly unused machine learning methodologies, such as supervised learning. The application of various learning algorithms, such as linear regression, matrix decomposition, and decision trees, illustrates how to translate the trust modeling problem into a (supervised) learning problem. The book also shows how novel machine learning techniques can improve the accuracy of trust assessment compared to traditional approaches"--

Google Books:

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.

Search for “Computational Trust Models and Machine Learning” downloads:

Visit our Downloads Search page to see if downloads are available.

Borrow "Computational Trust Models and Machine Learning" Online:

Check on the availability of online borrowing. Please note that online borrowing has copyright-based limitations and that the quality of ebooks may vary.

• Is Online Borrowing Available: Yes
• Preview Status: restricted
• Check if available: The Open Library & The Internet Archive

Find “Computational Trust Models and Machine Learning” in Libraries Near You:

Read or borrow “Computational Trust Models and Machine Learning” from your local library.

• The WorldCat Libraries Catalog: Find a copy of “Computational Trust Models and Machine Learning” at a library near you.