000 | 02885nam a2200457Ma 4500 | ||
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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 |