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001 978-3-319-66414-9
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008 171005s2018 sz | s |||| 0|eng d
020 _a9783319664149
_9978-3-319-66414-9
024 7 _a10.1007/978-3-319-66414-9
_2doi
050 4 _aTK5101-5105.9
072 7 _aTJK
_2bicssc
072 7 _aTEC041000
_2bisacsh
072 7 _aTJK
_2thema
082 0 4 _a621.382
_223
100 1 _aMilioris, Dimitrios.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_934889
245 1 0 _aTopic Detection and Classification in Social Networks
_h[electronic resource] :
_bThe Twitter Case /
_cby Dimitrios Milioris.
250 _a1st ed. 2018.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2018.
300 _aXVI, 105 p. 38 illus., 25 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aIntroduction -- Background and Related Work -- Joint Sequence Complexity -- Text Classification via Compressive Sensing -- Extension of Joint Complexity and Compressive Sensing -- Conclusion.
520 _aThis book provides a novel method for topic detection and classification in social networks. The book addresses several research and technical challenges that are currently being investigated by the research community, from the analysis of relations and communications between members of a community, to quality, authority, relevance and timeliness of the content, traffic prediction based on media consumption, spam detection, to security, privacy and protection of personal information. Furthermore, the book discusses innovative techniques to address those challenges and provides novel solutions based on information theory, sequence analysis and combinatorics, which are applied on real data obtained from Twitter.
650 0 _aTelecommunication.
_910437
650 0 _aComputational intelligence.
_97716
650 0 _aImage processing—Digital techniques.
_931565
650 0 _aComputer vision.
_934890
650 0 _aComputer engineering.
_910164
650 0 _aComputer networks .
_931572
650 0 _aNatural language processing (Computer science).
_94741
650 1 4 _aCommunications Engineering, Networks.
_931570
650 2 4 _aComputational Intelligence.
_97716
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
650 2 4 _aComputer Engineering and Networks.
_934891
650 2 4 _aNatural Language Processing (NLP).
_931587
710 2 _aSpringerLink (Online service)
_934892
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319664132
776 0 8 _iPrinted edition:
_z9783319664156
776 0 8 _iPrinted edition:
_z9783319882383
856 4 0 _uhttps://doi.org/10.1007/978-3-319-66414-9
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c75690
_d75690