000 | 02385cam a2200421 i 4500 | ||
---|---|---|---|
999 |
_c30779 _d30779 |
||
003 | CUTN | ||
005 | 20190906112300.0 | ||
008 | 140718s2014 fluad b 001 0 eng | ||
020 | _a9781482226669 (hardback) | ||
041 | _aEnglish | ||
042 | _apcc | ||
082 | 0 | 0 |
_a006.31 _223 |
084 |
_aCOM037000 _aCOM051240 _aTEC008000 _2bisacsh |
||
245 | 0 | 0 |
_aComputational trust models and machine learning / _ceditors Xin Liu; Anwitaman Datta and Ee-Peng Lim, |
260 |
_aBoca Raton, FL : _bCRC Press, _c [2015] ©2015 |
||
300 |
_axxiv, 208 pages : _billustrations, charts ; _c24 cm. |
||
505 |
_t1. Introduction --
_t2. Trust in online communities -- _t3. Judging the veracity of claims and reliability of sources -- _t4. Web credibility assessment -- _t5. Trust-aware recommender systems -- _t6. Biases in trust-based systems. |
||
520 | _a"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"-- | ||
650 | 0 | _aComputational intelligence. | |
650 | 0 | _aMachine learning. | |
650 | 0 | _aTruthfulness and falsehood | |
650 | 7 | _aCOMPUTERS / Machine Theory. | |
650 | 7 | _aCOMPUTERS / Software Development & Engineering / Systems Analysis & Design. | |
650 | 7 | _aTECHNOLOGY & ENGINEERING / Electronics / General. | |
700 | 1 | _aLiu, Xin | |
700 | 1 | _aDatta, Anwitaman. | |
700 | 1 | _aLim, Ee-Peng. | |
942 |
_2ddc _cBOOKS |
||
490 | 0 | _aChapman & Hall/CRC machine learning & pattern recognition series | |
504 | _aIncludes bibliographical references (pages 175-201) and index. | ||
650 | 0 | _xMathematical models. | |
650 | 7 | _2bisacsh | |
650 | 7 | _2bisacsh | |
650 | 7 | _2bisacsh | |
700 | 1 | _c(Mathematician) | |
906 |
_a7 _bcbc _corignew _d1 _eecip _f20 _gy-gencatlg |