Matches in SemOpenAlex for { <https://semopenalex.org/work/W2078403100> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2078403100 endingPage "238" @default.
- W2078403100 startingPage "217" @default.
- W2078403100 abstract "We analyze over 570 million Twitter messages from an eight month period and find that tracking a small number of keywords allows us to estimate influenza rates and alcohol sales volume with high accuracy. We validate our approach against government statistics and find strong correlations with influenza-like illnesses reported by the U.S. Centers for Disease Control and Prevention (r(14) = .964, p < .001) and with alcohol sales volume reported by the U.S. Census Bureau (r(5) = .932, p < .01). We analyze the robustness of this approach to spurious keyword matches, and we propose a document classification component to filter these misleading messages. We find that this document classifier can reduce error rates by over half in simulated false alarm experiments, though more research is needed to develop methods that are robust in cases of extremely high noise." @default.
- W2078403100 created "2016-06-24" @default.
- W2078403100 creator A5011178134 @default.
- W2078403100 date "2012-05-13" @default.
- W2078403100 modified "2023-10-17" @default.
- W2078403100 title "Lightweight methods to estimate influenza rates and alcohol sales volume from Twitter messages" @default.
- W2078403100 cites W1982381099 @default.
- W2078403100 cites W2022783018 @default.
- W2078403100 cites W2051434435 @default.
- W2078403100 cites W2053913534 @default.
- W2078403100 cites W2068372477 @default.
- W2078403100 cites W2098667370 @default.
- W2078403100 cites W2103235794 @default.
- W2078403100 cites W2117239687 @default.
- W2078403100 cites W2140796896 @default.
- W2078403100 cites W2141701578 @default.
- W2078403100 cites W2151932005 @default.
- W2078403100 cites W2253771223 @default.
- W2078403100 cites W4205184193 @default.
- W2078403100 cites W4253067820 @default.
- W2078403100 doi "https://doi.org/10.1007/s10579-012-9185-0" @default.
- W2078403100 hasPublicationYear "2012" @default.
- W2078403100 type Work @default.
- W2078403100 sameAs 2078403100 @default.
- W2078403100 citedByCount "87" @default.
- W2078403100 countsByYear W20784031002012 @default.
- W2078403100 countsByYear W20784031002013 @default.
- W2078403100 countsByYear W20784031002014 @default.
- W2078403100 countsByYear W20784031002015 @default.
- W2078403100 countsByYear W20784031002016 @default.
- W2078403100 countsByYear W20784031002017 @default.
- W2078403100 countsByYear W20784031002018 @default.
- W2078403100 countsByYear W20784031002019 @default.
- W2078403100 countsByYear W20784031002020 @default.
- W2078403100 countsByYear W20784031002021 @default.
- W2078403100 countsByYear W20784031002022 @default.
- W2078403100 countsByYear W20784031002023 @default.
- W2078403100 crossrefType "journal-article" @default.
- W2078403100 hasAuthorship W2078403100A5011178134 @default.
- W2078403100 hasConcept C104317684 @default.
- W2078403100 hasConcept C105795698 @default.
- W2078403100 hasConcept C119857082 @default.
- W2078403100 hasConcept C121332964 @default.
- W2078403100 hasConcept C149782125 @default.
- W2078403100 hasConcept C154945302 @default.
- W2078403100 hasConcept C185592680 @default.
- W2078403100 hasConcept C20556612 @default.
- W2078403100 hasConcept C2908647359 @default.
- W2078403100 hasConcept C33923547 @default.
- W2078403100 hasConcept C41008148 @default.
- W2078403100 hasConcept C52130261 @default.
- W2078403100 hasConcept C55493867 @default.
- W2078403100 hasConcept C62520636 @default.
- W2078403100 hasConcept C63479239 @default.
- W2078403100 hasConcept C71924100 @default.
- W2078403100 hasConcept C77052588 @default.
- W2078403100 hasConcept C97256817 @default.
- W2078403100 hasConcept C99454951 @default.
- W2078403100 hasConceptScore W2078403100C104317684 @default.
- W2078403100 hasConceptScore W2078403100C105795698 @default.
- W2078403100 hasConceptScore W2078403100C119857082 @default.
- W2078403100 hasConceptScore W2078403100C121332964 @default.
- W2078403100 hasConceptScore W2078403100C149782125 @default.
- W2078403100 hasConceptScore W2078403100C154945302 @default.
- W2078403100 hasConceptScore W2078403100C185592680 @default.
- W2078403100 hasConceptScore W2078403100C20556612 @default.
- W2078403100 hasConceptScore W2078403100C2908647359 @default.
- W2078403100 hasConceptScore W2078403100C33923547 @default.
- W2078403100 hasConceptScore W2078403100C41008148 @default.
- W2078403100 hasConceptScore W2078403100C52130261 @default.
- W2078403100 hasConceptScore W2078403100C55493867 @default.
- W2078403100 hasConceptScore W2078403100C62520636 @default.
- W2078403100 hasConceptScore W2078403100C63479239 @default.
- W2078403100 hasConceptScore W2078403100C71924100 @default.
- W2078403100 hasConceptScore W2078403100C77052588 @default.
- W2078403100 hasConceptScore W2078403100C97256817 @default.
- W2078403100 hasConceptScore W2078403100C99454951 @default.
- W2078403100 hasIssue "1" @default.
- W2078403100 hasLocation W20784031001 @default.
- W2078403100 hasOpenAccess W2078403100 @default.
- W2078403100 hasPrimaryLocation W20784031001 @default.
- W2078403100 hasRelatedWork W1969664650 @default.
- W2078403100 hasRelatedWork W1997723851 @default.
- W2078403100 hasRelatedWork W2009064825 @default.
- W2078403100 hasRelatedWork W2130673034 @default.
- W2078403100 hasRelatedWork W3019334309 @default.
- W2078403100 hasRelatedWork W3147451797 @default.
- W2078403100 hasRelatedWork W4224920305 @default.
- W2078403100 hasRelatedWork W4287888706 @default.
- W2078403100 hasRelatedWork W4298208958 @default.
- W2078403100 hasRelatedWork W4376312358 @default.
- W2078403100 hasVolume "47" @default.
- W2078403100 isParatext "false" @default.
- W2078403100 isRetracted "false" @default.
- W2078403100 magId "2078403100" @default.
- W2078403100 workType "article" @default.