Computational Trust Models and Machine Learning

Name: Computational Trust Models and Machine Learning
Brand: Apple Academic Press Inc.
SKU: 9781482226669
Price: 57945 HUF
Availability: InStock

Szerző: Xin Liu

Nyelv:

Kötés: Kemény kötésű

Kiadó: Apple Academic Press Inc.

Elérhetőség: 50 % esély

Keressük az egész világon

57 945 Ft

Computational Trust Models and Machine Learning provides a detailed introduction to the concept of t...

Információk a könyvről

Szerző

Xin Liu

Nyelv

Angol

Kötés

Könyv - Kemény kötésű

Kiadva

2014

oldal

232

EAN

9781482226669

ISBN

9781482226669

Enbook ID

06677866

Kiadó

Apple Academic Press Inc.

Súly

470

Méretek

158 x 241 x 18

Teljes leírás

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 resourcesone 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.

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Leggyakrabban keresett

Categories

Authors

Publishers

Termékek

Termékek

Computational Trust Models and Machine Learning

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták