000 | 03165nam a22005655i 4500 | ||
---|---|---|---|
001 | vtls000541232 | ||
003 | RU-ToGU | ||
005 | 20210922081906.0 | ||
007 | cr nn 008mamaa | ||
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 |