000 02647nam a22004575i 4500
001 u375979
003 SIRSI
005 20160812084350.0
007 cr nn 008mamaa
008 110328s2011 gw | s |||| 0|eng d
020 _a9783642199561
_9978-3-642-19956-1
040 _cMX-MeUAM
050 4 _aQ342
082 0 4 _a006.3
_223
100 1 _aCarvalho, Vitor R.
_eauthor.
245 1 0 _aModeling Intention in Email
_h[recurso electrónico] :
_bSpeech Acts, Information Leaks and Recommendation Models /
_cby Vitor R. Carvalho.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2011.
300 _aXII, 104 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v349
505 0 _aIntroduction -- Email “Speech Acts” -- Email Information Leaks -- Recommending Email Recipients.-  User Study -- Conclusions.-Email Act Labeling Guidelines -- User Study Supporting Material.
520 _aEveryday more than half of American adult internet users read or write email messages at least once. The prevalence of email has significantly impacted the working world, functioning as a great asset on many levels, yet at times, a costly liability. In an effort to improve various aspects of work-related communication, this work applies sophisticated machine learning techniques to a large body of email data. Several effective models are proposed that can aid with the prioritization of incoming messages, help with coordination of shared tasks, improve tracking of deadlines, and prevent disastrous information leaks. Carvalho presents many data-driven techniques that can positively impact work-related email communication and offers robust models that may be successfully applied to future machine learning tasks.
650 0 _aEngineering.
650 0 _aInformation systems.
650 0 _aArtificial intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aInformation Systems Applications (incl.Internet).
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642199554
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v349
856 4 0 _zLibro electrónico
_uhttp://148.231.10.114:2048/login?url=http://link.springer.com/book/10.1007/978-3-642-19956-1
596 _a19
942 _cLIBRO_ELEC
999 _c203859
_d203859