FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2775159766> ?p ?o ?g. }

• W2775159766 endingPage "24" @default.
• W2775159766 startingPage "2" @default.
• W2775159766 abstract "Early detection of influenza outbreaks is one of the key priorities on a national level for preparedness and planning. This study presents the design and implementation of Fluwitter, which is a spatio-temporal web-based prototype framework for pseudo real-time detection of influenza outbreaks from Twitter. Specifically, the framework integrates PostgreSQL database server with PostGIS spatial extension, Twitter streaming client, pre-processor, tagger and similarity calculator for semantic information extraction (IE). The IE of tagged terms is supported by Natural Language Processing (NLP) techniques, DBpediaSpotlight and WordNet Similarity for Java (WS4J), while data analytics, visualization, and mapping are supported by GeoServer and other GIS Free Open Source Software (FOSS). The prototype was calibrated to maximize detection of influenza using rules developed from ontology-based semantic similarity scores. The Twitter-generated influenza cases were validated by weekly hospitalization records issued by Ohio Department of Health (ODH). The optimized rule produced a final F-measure value of 0.72 and accuracy (ACC) value of 94.4%. The validation suggested the existence of moderate correlations for the beginning of the time period Southeast region (r = 0.52), the Northwestern region (r = 0.38), and the Central region (r = 0.33) and weak correlations for the entire time period. The potential strengths and benefits of the prototype are shown through spatio-temporal assessment and visualization of influenza potential in Ohio." @default.
• W2775159766 created "2017-12-22" @default.
• W2775159766 creator A5010324094 @default.
• W2775159766 creator A5078512324 @default.
• W2775159766 date "2017-12-08" @default.
• W2775159766 modified "2023-09-26" @default.
• W2775159766 title "An ontology-based framework for extracting spatio-temporal influenza data using Twitter" @default.
• W2775159766 cites W1507434893 @default.
• W2775159766 cites W1552847225 @default.
• W2775159766 cites W176726905 @default.
• W2775159766 cites W1833217318 @default.
• W2775159766 cites W1965942392 @default.
• W2775159766 cites W1968787901 @default.
• W2775159766 cites W1973294719 @default.
• W2775159766 cites W1973698006 @default.
• W2775159766 cites W1976323204 @default.
• W2775159766 cites W1976948655 @default.
• W2775159766 cites W1979192143 @default.
• W2775159766 cites W1982167242 @default.
• W2775159766 cites W1982797147 @default.
• W2775159766 cites W1990776069 @default.
• W2775159766 cites W2004809710 @default.
• W2775159766 cites W2006217757 @default.
• W2775159766 cites W2008654787 @default.
• W2775159766 cites W2018277822 @default.
• W2775159766 cites W2022783018 @default.
• W2775159766 cites W2023666594 @default.
• W2775159766 cites W2026069639 @default.
• W2775159766 cites W2034120077 @default.
• W2775159766 cites W2067957270 @default.
• W2775159766 cites W2077233185 @default.
• W2775159766 cites W2081212507 @default.
• W2775159766 cites W2081580037 @default.
• W2775159766 cites W2094223378 @default.
• W2775159766 cites W2104583100 @default.
• W2775159766 cites W2109734180 @default.
• W2775159766 cites W2115712035 @default.
• W2775159766 cites W2118480788 @default.
• W2775159766 cites W2121002600 @default.
• W2775159766 cites W2135101402 @default.
• W2775159766 cites W2136480620 @default.
• W2775159766 cites W2136626281 @default.
• W2775159766 cites W2136971460 @default.
• W2775159766 cites W2138721678 @default.
• W2775159766 cites W2139188905 @default.
• W2775159766 cites W2141701578 @default.
• W2775159766 cites W2147194983 @default.
• W2775159766 cites W2155809937 @default.
• W2775159766 cites W2159850238 @default.
• W2775159766 cites W2163900343 @default.
• W2775159766 cites W2164631912 @default.
• W2775159766 cites W2238991082 @default.
• W2775159766 cites W2280025456 @default.
• W2775159766 cites W2342271261 @default.
• W2775159766 cites W2476925783 @default.
• W2775159766 cites W2530293644 @default.
• W2775159766 cites W2621216661 @default.
• W2775159766 cites W3106439237 @default.
• W2775159766 cites W3192548402 @default.
• W2775159766 cites W40690044 @default.
• W2775159766 cites W4239510810 @default.
• W2775159766 cites W754613 @default.
• W2775159766 cites W78539054 @default.
• W2775159766 doi "https://doi.org/10.1080/17538947.2017.1411535" @default.
• W2775159766 hasPublicationYear "2017" @default.
• W2775159766 type Work @default.
• W2775159766 sameAs 2775159766 @default.
• W2775159766 citedByCount "14" @default.
• W2775159766 countsByYear W27751597662018 @default.
• W2775159766 countsByYear W27751597662021 @default.
• W2775159766 countsByYear W27751597662022 @default.
• W2775159766 countsByYear W27751597662023 @default.
• W2775159766 crossrefType "journal-article" @default.
• W2775159766 hasAuthorship W2775159766A5010324094 @default.
• W2775159766 hasAuthorship W2775159766A5078512324 @default.
• W2775159766 hasConcept C111472728 @default.
• W2775159766 hasConcept C124101348 @default.
• W2775159766 hasConcept C130318100 @default.
• W2775159766 hasConcept C138885662 @default.
• W2775159766 hasConcept C23123220 @default.
• W2775159766 hasConcept C25810664 @default.
• W2775159766 hasConcept C36464697 @default.
• W2775159766 hasConcept C41008148 @default.
• W2775159766 hasConcept C77088390 @default.
• W2775159766 hasConceptScore W2775159766C111472728 @default.
• W2775159766 hasConceptScore W2775159766C124101348 @default.
• W2775159766 hasConceptScore W2775159766C130318100 @default.
• W2775159766 hasConceptScore W2775159766C138885662 @default.
• W2775159766 hasConceptScore W2775159766C23123220 @default.
• W2775159766 hasConceptScore W2775159766C25810664 @default.
• W2775159766 hasConceptScore W2775159766C36464697 @default.
• W2775159766 hasConceptScore W2775159766C41008148 @default.
• W2775159766 hasConceptScore W2775159766C77088390 @default.
• W2775159766 hasIssue "1" @default.
• W2775159766 hasLocation W27751597661 @default.
• W2775159766 hasOpenAccess W2775159766 @default.
• W2775159766 hasPrimaryLocation W27751597661 @default.
• W2775159766 hasRelatedWork W1140107 @default.

• next