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Influence of context on users’ views about explanations for decision-tree predictions

dc.contributor.authorMaruf, Sameen
dc.contributor.authorZukerman, Ingrid
dc.contributor.authorReiter, Ehud
dc.contributor.authorHaffari, Gholamreza
dc.date.accessioned2024-01-07T00:19:39Z
dc.date.available2024-01-07T00:19:39Z
dc.date.issued2023-01-07
dc.identifier.citationMaruf , S , Zukerman , I , Reiter , E & Haffari , G 2023 , ' Influence of context on users’ views about explanations for decision-tree predictions ' , Computer Speech & Language . https://doi.org/10.1016/j.csl.2023.101483en
dc.identifier.issn0885-2308
dc.identifier.otherPURE: 225605722
dc.identifier.otherPURE UUID: 074c5fab-1a9b-4b00-b992-9fb616a875cd
dc.identifier.otherRIS: urn:E1C675CDA0BF79EC626EC36982A583FB
dc.identifier.otherORCID: /0000-0002-7548-9504/work/126283889
dc.identifier.otherScopus: 85149059483
dc.identifier.urihttp://aura-test.abdn.ac.uk/handle/2164/20042
dc.language.isoeng
dc.relation.ispartofComputer Speech & Languageen
dc.rights© 2023. This manuscript version is made available under the CC-BY-NC-ND 4.0 license https://creativecommons.org/licenses/by-nc-nd/4.0/en
dc.subjectExplainable AIen
dc.subjectGenerating textual explanationsen
dc.subjectTaking context into accounten
dc.subjectContrastive explanationsen
dc.subjectDecision treesen
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subject.lccQA75en
dc.titleInfluence of context on users’ views about explanations for decision-tree predictionsen
dc.typeJournal articleen
dc.contributor.institutionUniversity of Aberdeen.Computational Linguistics at Aberdeenen
dc.contributor.institutionUniversity of Aberdeen.Centre for Health Data Scienceen
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.description.statusPeer revieweden
dc.description.versionPostprinten
dc.identifier.doihttps://doi.org/10.1016/j.csl.2023.101483
dc.date.embargoedUntil2024-01-07
dc.identifier.urlhttps://www.sciencedirect.com/science/article/pii/S0885230823000025en


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