Matches in SemOpenAlex for { <https://semopenalex.org/work/W2894984758> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W2894984758 abstract "With the growing abundance of unlabeled data in real-world tasks, researchers have to rely on the predictions given by black-boxed computational models. However, it is an often neglected fact that these models may be scoring high on accuracy for the wrong reasons. In this paper, we present a practical impact analysis of enabling model transparency by various presentation forms. For this purpose, we developed an environment that empowers non-computer scientists to become practicing data scientists in their own research field. We demonstrate the gradually increasing understanding of journalism historians through a real-world use case study on automatic genre classification of newspaper articles. This study is a first step towards trusted usage of machine learning pipelines in a responsible way." @default.
- W2894984758 created "2018-10-12" @default.
- W2894984758 creator A5034342692 @default.
- W2894984758 creator A5042220566 @default.
- W2894984758 creator A5043517226 @default.
- W2894984758 creator A5048744042 @default.
- W2894984758 creator A5069446418 @default.
- W2894984758 creator A5086528773 @default.
- W2894984758 creator A5091639896 @default.
- W2894984758 date "2018-10-01" @default.
- W2894984758 modified "2023-09-27" @default.
- W2894984758 title "Utilizing a Transparency-Driven Environment Toward Trusted Automatic Genre Classification: A Case Study in Journalism History" @default.
- W2894984758 cites W2029949252 @default.
- W2894984758 cites W2045031658 @default.
- W2894984758 cites W2087347434 @default.
- W2894984758 cites W2101234009 @default.
- W2894984758 cites W2131972925 @default.
- W2894984758 cites W2146888100 @default.
- W2894984758 cites W2153330999 @default.
- W2894984758 cites W2282821441 @default.
- W2894984758 cites W2346248931 @default.
- W2894984758 cites W2411403793 @default.
- W2894984758 cites W2501672480 @default.
- W2894984758 cites W2564768785 @default.
- W2894984758 cites W2594475271 @default.
- W2894984758 cites W2644336210 @default.
- W2894984758 cites W2788403449 @default.
- W2894984758 cites W2792334037 @default.
- W2894984758 cites W2962790223 @default.
- W2894984758 cites W2974024098 @default.
- W2894984758 cites W740415 @default.
- W2894984758 cites W2885760621 @default.
- W2894984758 doi "https://doi.org/10.1109/escience.2018.00137" @default.
- W2894984758 hasPublicationYear "2018" @default.
- W2894984758 type Work @default.
- W2894984758 sameAs 2894984758 @default.
- W2894984758 citedByCount "0" @default.
- W2894984758 crossrefType "proceedings-article" @default.
- W2894984758 hasAuthorship W2894984758A5034342692 @default.
- W2894984758 hasAuthorship W2894984758A5042220566 @default.
- W2894984758 hasAuthorship W2894984758A5043517226 @default.
- W2894984758 hasAuthorship W2894984758A5048744042 @default.
- W2894984758 hasAuthorship W2894984758A5069446418 @default.
- W2894984758 hasAuthorship W2894984758A5086528773 @default.
- W2894984758 hasAuthorship W2894984758A5091639896 @default.
- W2894984758 hasBestOaLocation W28949847582 @default.
- W2894984758 hasConcept C119513131 @default.
- W2894984758 hasConcept C126838900 @default.
- W2894984758 hasConcept C136764020 @default.
- W2894984758 hasConcept C17744445 @default.
- W2894984758 hasConcept C199539241 @default.
- W2894984758 hasConcept C201280247 @default.
- W2894984758 hasConcept C202444582 @default.
- W2894984758 hasConcept C2522767166 @default.
- W2894984758 hasConcept C2777601897 @default.
- W2894984758 hasConcept C2780233690 @default.
- W2894984758 hasConcept C33923547 @default.
- W2894984758 hasConcept C38652104 @default.
- W2894984758 hasConcept C41008148 @default.
- W2894984758 hasConcept C71924100 @default.
- W2894984758 hasConcept C9652623 @default.
- W2894984758 hasConceptScore W2894984758C119513131 @default.
- W2894984758 hasConceptScore W2894984758C126838900 @default.
- W2894984758 hasConceptScore W2894984758C136764020 @default.
- W2894984758 hasConceptScore W2894984758C17744445 @default.
- W2894984758 hasConceptScore W2894984758C199539241 @default.
- W2894984758 hasConceptScore W2894984758C201280247 @default.
- W2894984758 hasConceptScore W2894984758C202444582 @default.
- W2894984758 hasConceptScore W2894984758C2522767166 @default.
- W2894984758 hasConceptScore W2894984758C2777601897 @default.
- W2894984758 hasConceptScore W2894984758C2780233690 @default.
- W2894984758 hasConceptScore W2894984758C33923547 @default.
- W2894984758 hasConceptScore W2894984758C38652104 @default.
- W2894984758 hasConceptScore W2894984758C41008148 @default.
- W2894984758 hasConceptScore W2894984758C71924100 @default.
- W2894984758 hasConceptScore W2894984758C9652623 @default.
- W2894984758 hasLocation W28949847581 @default.
- W2894984758 hasLocation W28949847582 @default.
- W2894984758 hasLocation W28949847583 @default.
- W2894984758 hasLocation W28949847584 @default.
- W2894984758 hasLocation W28949847585 @default.
- W2894984758 hasOpenAccess W2894984758 @default.
- W2894984758 hasPrimaryLocation W28949847581 @default.
- W2894984758 hasRelatedWork W2245310142 @default.
- W2894984758 hasRelatedWork W2301945593 @default.
- W2894984758 hasRelatedWork W2339200244 @default.
- W2894984758 hasRelatedWork W2355862304 @default.
- W2894984758 hasRelatedWork W2379418341 @default.
- W2894984758 hasRelatedWork W2491715979 @default.
- W2894984758 hasRelatedWork W2728412370 @default.
- W2894984758 hasRelatedWork W2745751911 @default.
- W2894984758 hasRelatedWork W3177522959 @default.
- W2894984758 hasRelatedWork W3210267831 @default.
- W2894984758 isParatext "false" @default.
- W2894984758 isRetracted "false" @default.
- W2894984758 magId "2894984758" @default.
- W2894984758 workType "article" @default.