FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W87728013> ?p ?o ?g. }

• W87728013 abstract "The WikiLeaks Afghanistan war logs contain more than 76 000 reports about fatalities and their circumstances in the US led Afghanistan war, covering the period from January 2004 to December 2009. In this paper we use those reports to build statistical models to help us understand the mortality rates associated with specific circumstances. We choose an approach that combines Latent Dirichlet Allocation (LDA) with negative binomial based recursive partitioning. LDA is used to process the natural language information contained in each report summary. We estimate latent topics and assign each report to one of them. These topics - in addition to other variables in the data set - subsequently serve as explanatory variables for modeling the number of fatalities of the civilian population, ISAF Forces, Anti-Coalition Forces and the Afghan National Police or military as well as the combined number of fatalities. Modeling is carried out with manifest mixtures of negative binomial distributions estimated with model-based recursive partitioning. For each group of fatalities, we identify segments with different mortality rates that correspond to a small number of topics and other explanatory variables as well as their interactions. Furthermore, we carve out the similarities between segments and connect them to stories that have been covered in the media. This provides an unprecedented description of the war in Afghanistan covered by the war logs. Additionally, our approach can serve as an example as to how modern statistical methods may lead to extra insight if applied to problems of data journalism. (author's abstract)" @default.
• W87728013 created "2016-06-24" @default.
• W87728013 creator A5002792087 @default.
• W87728013 creator A5023681135 @default.
• W87728013 creator A5050809212 @default.
• W87728013 creator A5078334892 @default.
• W87728013 date "2011-09-01" @default.
• W87728013 modified "2023-09-23" @default.
• W87728013 title "Modeling Mortality Rates In The WikiLeaks Afghanistan War Logs" @default.
• W87728013 cites W1503419138 @default.
• W87728013 cites W1513618424 @default.
• W87728013 cites W1525492868 @default.
• W87728013 cites W1531084383 @default.
• W87728013 cites W1535305736 @default.
• W87728013 cites W1736993206 @default.
• W87728013 cites W1753361524 @default.
• W87728013 cites W1880262756 @default.
• W87728013 cites W190068360 @default.
• W87728013 cites W1973301005 @default.
• W87728013 cites W1976215007 @default.
• W87728013 cites W1990898180 @default.
• W87728013 cites W1995219976 @default.
• W87728013 cites W1996373707 @default.
• W87728013 cites W2001082470 @default.
• W87728013 cites W2016450654 @default.
• W87728013 cites W2021771584 @default.
• W87728013 cites W2040615986 @default.
• W87728013 cites W2041256494 @default.
• W87728013 cites W2045803758 @default.
• W87728013 cites W2047817131 @default.
• W87728013 cites W2055749794 @default.
• W87728013 cites W2056679783 @default.
• W87728013 cites W2072154218 @default.
• W87728013 cites W2085309210 @default.
• W87728013 cites W2093907132 @default.
• W87728013 cites W2100674457 @default.
• W87728013 cites W2103171941 @default.
• W87728013 cites W2114898095 @default.
• W87728013 cites W2123998733 @default.
• W87728013 cites W2128255429 @default.
• W87728013 cites W2130312164 @default.
• W87728013 cites W2130923980 @default.
• W87728013 cites W2151152699 @default.
• W87728013 cites W2159426623 @default.
• W87728013 cites W2165259674 @default.
• W87728013 cites W2166610853 @default.
• W87728013 cites W2256800931 @default.
• W87728013 hasPublicationYear "2011" @default.
• W87728013 type Work @default.
• W87728013 sameAs 87728013 @default.
• W87728013 citedByCount "1" @default.
• W87728013 countsByYear W877280132014 @default.
• W87728013 crossrefType "journal-article" @default.
• W87728013 hasAuthorship W87728013A5002792087 @default.
• W87728013 hasAuthorship W87728013A5023681135 @default.
• W87728013 hasAuthorship W87728013A5050809212 @default.
• W87728013 hasAuthorship W87728013A5078334892 @default.
• W87728013 hasConcept C100906024 @default.
• W87728013 hasConcept C105795698 @default.
• W87728013 hasConcept C114289077 @default.
• W87728013 hasConcept C144024400 @default.
• W87728013 hasConcept C149782125 @default.
• W87728013 hasConcept C149923435 @default.
• W87728013 hasConcept C171686336 @default.
• W87728013 hasConcept C17744445 @default.
• W87728013 hasConcept C198052957 @default.
• W87728013 hasConcept C199335787 @default.
• W87728013 hasConcept C199539241 @default.
• W87728013 hasConcept C204321447 @default.
• W87728013 hasConcept C205649164 @default.
• W87728013 hasConcept C2780587734 @default.
• W87728013 hasConcept C2908647359 @default.
• W87728013 hasConcept C33923547 @default.
• W87728013 hasConcept C41008148 @default.
• W87728013 hasConcept C42475967 @default.
• W87728013 hasConcept C500882744 @default.
• W87728013 hasConceptScore W87728013C100906024 @default.
• W87728013 hasConceptScore W87728013C105795698 @default.
• W87728013 hasConceptScore W87728013C114289077 @default.
• W87728013 hasConceptScore W87728013C144024400 @default.
• W87728013 hasConceptScore W87728013C149782125 @default.
• W87728013 hasConceptScore W87728013C149923435 @default.
• W87728013 hasConceptScore W87728013C171686336 @default.
• W87728013 hasConceptScore W87728013C17744445 @default.
• W87728013 hasConceptScore W87728013C198052957 @default.
• W87728013 hasConceptScore W87728013C199335787 @default.
• W87728013 hasConceptScore W87728013C199539241 @default.
• W87728013 hasConceptScore W87728013C204321447 @default.
• W87728013 hasConceptScore W87728013C205649164 @default.
• W87728013 hasConceptScore W87728013C2780587734 @default.
• W87728013 hasConceptScore W87728013C2908647359 @default.
• W87728013 hasConceptScore W87728013C33923547 @default.
• W87728013 hasConceptScore W87728013C41008148 @default.
• W87728013 hasConceptScore W87728013C42475967 @default.
• W87728013 hasConceptScore W87728013C500882744 @default.
• W87728013 hasLocation W877280131 @default.
• W87728013 hasOpenAccess W87728013 @default.
• W87728013 hasPrimaryLocation W877280131 @default.
• W87728013 hasRelatedWork W2046906308 @default.
• W87728013 isParatext "false" @default.

• next