Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385767939> ?p ?o ?g. }
Showing items 1 to 62 of
62
with 100 items per page.
- W4385767939 abstract "Artificial intelligence (AI) systems are increasingly used for providing advice to facilitate human decision making in a wide range of domains, such as healthcare, criminal justice, and finance. Motivated by limitations of the current practice where algorithmic advice is provided to human users as a constant element in the decision-making pipeline, in this paper we raise the question of when should algorithms provide advice? We propose a novel design of AI systems in which the algorithm interacts with the human user in a two-sided manner and aims to provide advice only when it is likely to be beneficial for the user in making their decision. The results of a large-scale experiment show that our advising approach manages to provide advice at times of need and to significantly improve human decision making compared to fixed, non-interactive, advising approaches. This approach has additional advantages in facilitating human learning, preserving complementary strengths of human decision makers, and leading to more positive responsiveness to the advice." @default.
- W4385767939 created "2023-08-12" @default.
- W4385767939 creator A5002158903 @default.
- W4385767939 creator A5067953128 @default.
- W4385767939 date "2023-08-01" @default.
- W4385767939 modified "2023-09-28" @default.
- W4385767939 title "Learning When to Advise Human Decision Makers" @default.
- W4385767939 doi "https://doi.org/10.24963/ijcai.2023/339" @default.
- W4385767939 hasPublicationYear "2023" @default.
- W4385767939 type Work @default.
- W4385767939 citedByCount "0" @default.
- W4385767939 crossrefType "proceedings-article" @default.
- W4385767939 hasAuthorship W4385767939A5002158903 @default.
- W4385767939 hasAuthorship W4385767939A5067953128 @default.
- W4385767939 hasBestOaLocation W43857679391 @default.
- W4385767939 hasConcept C105409693 @default.
- W4385767939 hasConcept C107327155 @default.
- W4385767939 hasConcept C121332964 @default.
- W4385767939 hasConcept C135115379 @default.
- W4385767939 hasConcept C154945302 @default.
- W4385767939 hasConcept C199360897 @default.
- W4385767939 hasConcept C2522767166 @default.
- W4385767939 hasConcept C2778755073 @default.
- W4385767939 hasConcept C2779955035 @default.
- W4385767939 hasConcept C41008148 @default.
- W4385767939 hasConcept C43521106 @default.
- W4385767939 hasConcept C56739046 @default.
- W4385767939 hasConcept C59719044 @default.
- W4385767939 hasConcept C62520636 @default.
- W4385767939 hasConcept C97944126 @default.
- W4385767939 hasConceptScore W4385767939C105409693 @default.
- W4385767939 hasConceptScore W4385767939C107327155 @default.
- W4385767939 hasConceptScore W4385767939C121332964 @default.
- W4385767939 hasConceptScore W4385767939C135115379 @default.
- W4385767939 hasConceptScore W4385767939C154945302 @default.
- W4385767939 hasConceptScore W4385767939C199360897 @default.
- W4385767939 hasConceptScore W4385767939C2522767166 @default.
- W4385767939 hasConceptScore W4385767939C2778755073 @default.
- W4385767939 hasConceptScore W4385767939C2779955035 @default.
- W4385767939 hasConceptScore W4385767939C41008148 @default.
- W4385767939 hasConceptScore W4385767939C43521106 @default.
- W4385767939 hasConceptScore W4385767939C56739046 @default.
- W4385767939 hasConceptScore W4385767939C59719044 @default.
- W4385767939 hasConceptScore W4385767939C62520636 @default.
- W4385767939 hasConceptScore W4385767939C97944126 @default.
- W4385767939 hasLocation W43857679391 @default.
- W4385767939 hasLocation W43857679392 @default.
- W4385767939 hasOpenAccess W4385767939 @default.
- W4385767939 hasPrimaryLocation W43857679391 @default.
- W4385767939 hasRelatedWork W1557127976 @default.
- W4385767939 hasRelatedWork W1877089250 @default.
- W4385767939 hasRelatedWork W197482336 @default.
- W4385767939 hasRelatedWork W1977799662 @default.
- W4385767939 hasRelatedWork W1991249196 @default.
- W4385767939 hasRelatedWork W2557578560 @default.
- W4385767939 hasRelatedWork W26549110 @default.
- W4385767939 hasRelatedWork W3101872407 @default.
- W4385767939 hasRelatedWork W646492873 @default.
- W4385767939 hasRelatedWork W173065931 @default.
- W4385767939 isParatext "false" @default.
- W4385767939 isRetracted "false" @default.
- W4385767939 workType "article" @default.