03235oam 2200661I 450 991078796260332120170817211726.00-429-15948-X1-4822-2667-710.1201/b17778 (CKB)2670000000560215(EBL)1683480(SSID)ssj0001367699(PQKBManifestationID)11978545(PQKBTitleCode)TC0001367699(PQKBWorkID)11444673(PQKB)11074376(MiAaPQ)EBC1683480(OCoLC)902837877(CaSebORM)9781482226669(PPN)197896626(EXLCZ)99267000000056021520180331h20152015 uy 0engur|n|---|||||txtccrComputational trust models and machine learning /edited by Xin Liu, EPFL, Lausanne, Switzerland, Anwitaman Datta, Nanyang Technological University, Singapore, Ee-Peng Lim, Singapore Management University1st editionBoca Raton :Taylor & Francis,[2015]©20151 online resource (227 p.)Chapman & Hall/CRC machine learning & pattern recognition seriesA Chapman and Hall book.1-322-63746-6 1-4822-2666-9 Includes bibliographical references and index.Front Cover; Series Page; Dedication; Contents; List of Figures; Preface; About the Editors; Contributors; Chapter 1: Introduction; Chapter 2: Trust in Online Communities; Chapter 3: Judging the Veracity of Claims and Reliability of Sources with Fact-Finders; Chapter 4: Web Credibility Assessment; Chapter 5: Trust-Aware Recommender Systems; Chapter 6: Biases in Trust-Based Systems; Bibliography; Back CoverThis 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--Provided by publisher.Chapman & Hall/CRC machine learning & pattern recognition series.Computational intelligenceMachine learningTruthfulness and falsehoodMathematical modelsComputational intelligence.Machine learning.Truthfulness and falsehoodMathematical models.006.31COM037000COM051240TEC008000bisacshLiu Xin(Mathematician),Datta AnwitamanLim Ee-PengFlBoTFGFlBoTFGBOOK9910787962603321Computational trust models and machine learning3849442UNINA