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008 160915s2014 xxu| s |||| 0|eng d
020 _a9781461493723
_9978-1-4614-9372-3
024 7 _a10.1007/978-1-4614-9372-3
_2doi
035 _ato000541232
040 _aSpringer
_cSpringer
_dRU-ToGU
050 4 _aQA76.9.D343
072 7 _aUNF
_2bicssc
072 7 _aUYQE
_2bicssc
072 7 _aCOM021030
_2bisacsh
082 0 4 _a006.312
_223
100 1 _aKumar, Shamanth.
_eauthor.
_9445747
245 1 0 _aTwitter Data Analytics
_helectronic resource
_cby Shamanth Kumar, Fred Morstatter, Huan Liu.
260 _aNew York, NY :
_bSpringer New York :
_bImprint: Springer,
_c2014.
300 _aX, 77 p. 26 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aSpringerBriefs in Computer Science,
_x2191-5768
505 0 _aIntroduction -- Crawling Twitter Data -- Storing Twitter Data -- Analyzing Twitter Data -- Visualizing Twitter Data.
520 _aThis brief provides methods for harnessing Twitter data to discover solutions to complex inquiries. The brief introduces the process of collecting data through Twitter’s APIs and offers strategies for curating large datasets. The text gives examples of Twitter data with real-world examples, the present challenges and complexities of building visual analytic tools, and the best strategies to address these issues. Examples demonstrate how powerful measures can be computed using various Twitter data sources. Due to its openness in sharing data, Twitter is a prime example of social media in which researchers can verify their hypotheses, and practitioners can mine interesting patterns and build their own applications. This brief is designed to provide researchers, practitioners, project managers, as well as graduate students with an entry point to jump start their Twitter endeavors. It also serves as a convenient reference for readers seasoned in Twitter data analysis.
650 0 _aComputer Science.
_9155490
650 0 _aDatabase management.
_9566224
650 0 _aData mining.
_9306371
650 0 _aMultimedia systems.
_9303024
650 0 _aArtificial intelligence.
_9274099
650 1 4 _aComputer Science.
_9155490
650 2 4 _aData Mining and Knowledge Discovery.
_9306372
650 2 4 _aMultimedia Information Systems.
_9303028
650 2 4 _aUser Interfaces and Human Computer Interaction.
_9219093
650 2 4 _aArtificial Intelligence (incl. Robotics).
_9274102
650 2 4 _aDatabase Management.
_9566226
700 1 _aMorstatter, Fred.
_eauthor.
_9445748
700 1 _aLiu, Huan.
_eauthor.
_9310837
710 2 _aSpringerLink (Online service)
_9143950
773 0 _tSpringer eBooks
830 0 _aSpringerBriefs in Computer Science,
_9412137
856 4 0 _uhttp://dx.doi.org/10.1007/978-1-4614-9372-3
912 _aZDB-2-SCS
999 _c398644