000 02885nam a2200457Ma 4500
001 00011476
003 WSP
007 cr |||||||||||
008 200116s2020 si gob 001 0 eng d
010 _z 2019052216
040 _a WSPC
_b eng
_c WSPC
020 _a9789811207389
_q(ebook)
020 _a9811207380
_q(ebook)
020 _z9780000987709
_q(pbk.)
020 _z0000987700
_q(pbk.)
020 _z9789811207372
_q(hbk.)
020 _z9811207372
_q(hbk.)
050 0 0 _aHM742
_b.P679 2020
072 7 _aCOM
_x060140
_2bisacsh
072 7 _aCOM
_x079000
_2bisacsh
082 0 0 _a302.23/1
_223
245 0 0 _aProbabilistic approaches for social media analysis
_h[electronic resource] :
_bdata, community and influence /
_cKun Yue ... [et al.].
260 _aSingapore :
_bWorld Scientific,
_c2020.
300 _a1 online resource (292 p.).
490 1 _aEast China Normal University scientific reports,
_x2382-5715 ;
_vvol. 11
504 _aIncludes bibliographical references and index.
505 0 _aIntroduction -- Adaptive and parallel acquisition of social media data from online big graphs -- A Bayesian network-based approach for incremental learning of uncertain knowledge -- Discovering user similarities in social behavioral interactions based on Bayesian network -- Associative categorization of frequent patterns in social media based on Markov network -- Markov network based latent link discovery and community detection in social behavioral interactions -- Probabilistic inferences of latent entity associations in textual web contents -- Containment of competitive influence spread on social networks -- Locating sources in online social networks via random walk.
520 _a"This unique compendium focuses on the acquisition and analysis of social media data. The approaches concern both the data-intensive characteristics and graphical structures of social media. The book addresses the critical problems in social media analysis, which representatively cover its lifecycle. The must-have volume is an excellent reference text for professionals, researchers, academics and graduate students in AI and databases"--Publisher's website.
538 _aMode of access: World Wide Web.
538 _aSystem requirements: Adobe Acrobat reader.
650 0 _aSocial media
_xData processing.
_95193
650 0 _aText processing (Computer science)
_921572
650 0 _aQuantitative research
_xStatistical methods.
_9178359
650 0 _aMachine learning.
_91831
650 0 _aContent analysis (Communication)
_xData processing.
_928019
655 0 _aElectronic books.
_93294
700 1 _aYue, Kun.
_9178360
830 0 _aEast China Normal University scientific reports ;
_vvol. 11.
_x2382-5715
_9178361
856 4 0 _uhttps://www.worldscientific.com/worldscibooks/10.1142/11476#t=toc
_zAccess to full text is restricted to subscribers.
942 _cEBK
999 _c97759
_d97759