Xin Liu,Anwitaman Datta,Ee-Peng Lim's Computational Trust Models and Machine Learning (Chapman & PDF

By Xin Liu,Anwitaman Datta,Ee-Peng Lim

ISBN-10: 1482226669

ISBN-13: 9781482226669

Computational belief types and laptop Learning presents an in depth creation to the idea that of belief and its software in numerous desktop technology parts, together with multi-agent platforms, on-line social networks, and conversation structures. choosing belief modeling demanding situations that can not be addressed by means of conventional methods, this book:



  • Explains how reputation-based structures are used to figure out belief in diversified on-line communities

  • Describes how computing device studying concepts are hired to construct strong popularity systems

  • Explores unique methods to choosing credibility of resources—one the place the human function is implicit, and one who leverages human enter explicitly

  • Shows how determination aid may be facilitated through computational belief models

  • Discusses collaborative filtering-based belief conscious advice systems

  • Defines a framework for translating a belief modeling challenge right into a studying problem

  • Investigates the objectivity of human suggestions, emphasizing the necessity to filter outlying opinions

Computational belief types and computer studying effectively demonstrates how novel desktop studying recommendations can enhance the accuracy of belief assessment.

Show description

Read or Download Computational Trust Models and Machine Learning (Chapman & Hall/Crc Machine Learning & Pattern Recognition Series) PDF

Best computer systems analysis & design books

Download e-book for iPad: Algorithms in C++, Parts 1-4: Fundamentals, Data Structure, by Robert Sedgewick

Robert Sedgewick has completely rewritten and considerably accelerated and up to date his well known paintings to supply present and complete insurance of vital algorithms and knowledge buildings. Christopher Van Wyk and Sedgewick have built new C++ implementations that either convey the equipment in a concise and direct demeanour, and in addition offer programmers with the sensible ability to check them on actual functions.

New PDF release: Hardware Based Packet Classification for High Speed Internet

Established Packet type for prime velocity net Routers offers the newest advancements in established packet type algorithms and architectures. This booklet describes 5 tools which lessen the gap that classifiers occupy inside of TCAMs; TCAM Razor, All-Match Redundancy removing, Bit Weaving, Sequential Decomposition, and Topological modifications.

Download e-book for iPad: Industrial Applications of Formal Methods to Model, Design by Dan Craigen,Susan Gerhart

Formal equipment are mathematically-based options, frequently supported by means of reasoning instruments, that could supply a rigorous and powerful approach to version, layout and study computers. the aim of this learn is to judge overseas commercial adventure in utilizing formal tools. The instances chosen are consultant of industrial-grade initiatives and span numerous software domain names.

New PDF release: Growing Business Intelligence: An Agile Approach to

How will we permit our corporations to benefit from the frequently major advantages of BI and analytics, whereas while minimizing the associated fee and possibility of failure? during this booklet, it's not that i am going to attempt to be prescriptive; I will not inform you precisely the right way to construct your BI setting. as a substitute, i will concentrate on a couple of middle rules that might show you how to navigate the rocky shoals of BI structure and arrive at a vacation spot most suitable to your specific association.

Extra resources for Computational Trust Models and Machine Learning (Chapman & Hall/Crc Machine Learning & Pattern Recognition Series)

Example text

Download PDF sample

Computational Trust Models and Machine Learning (Chapman & Hall/Crc Machine Learning & Pattern Recognition Series) by Xin Liu,Anwitaman Datta,Ee-Peng Lim


by Jason
4.0

Rated 4.03 of 5 – based on 46 votes