FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3129759656> ?p ?o ?g. }

• W3129759656 abstract "For AI technology to fulfill its full promises, we must have effective means to ensure Responsible AI behavior and curtail potential irresponsible use, e.g., in areas of privacy protection, human autonomy, robustness, and prevention of biases and discrimination in automated decision making. Recent literature in the field has identified serious shortcomings of narrow technology focused and formalism-oriented research and has proposed an interdisciplinary approach that brings the social context into the scope of study. In this paper, we take a sociotechnical approach to propose a more expansive framework of thinking about the Responsible AI challenges in both technical and social context. Effective solutions need to bridge the gap between a technical system with the social system that it will be deployed to. To this end, we propose human agency and regulation as main mechanisms of intervention and propose a decentralized computational infrastructure, or a set of public utilities, as the computational means to bridge this gap. A decentralized infrastructure is uniquely suited for meeting this challenge and enable technical solutions and social institutions in a mutually reinforcing dynamic to achieve Responsible AI goals. Our approach is novel in its sociotechnical approach and its aim in tackling the structural issues that cannot be solved within the narrow confines of AI technical research. We then explore possible features of the proposed infrastructure and discuss how it may help solve example problems recently studied in the field." @default.
• W3129759656 created "2021-03-01" @default.
• W3129759656 creator A5084262985 @default.
• W3129759656 date "2021-02-12" @default.
• W3129759656 modified "2023-09-26" @default.
• W3129759656 title "A Decentralized Approach towards Responsible AI in Social Ecosystems" @default.
• W3129759656 cites W1497261021 @default.
• W3129759656 cites W1966709388 @default.
• W3129759656 cites W1975334201 @default.
• W3129759656 cites W1978162256 @default.
• W3129759656 cites W2084203262 @default.
• W3129759656 cites W2109426455 @default.
• W3129759656 cites W2111205063 @default.
• W3129759656 cites W2137125422 @default.
• W3129759656 cites W2165210192 @default.
• W3129759656 cites W2517225079 @default.
• W3129759656 cites W2795038878 @default.
• W3129759656 cites W2797481382 @default.
• W3129759656 cites W2809878087 @default.
• W3129759656 cites W2949135123 @default.
• W3129759656 cites W2950621678 @default.
• W3129759656 cites W2950725434 @default.
• W3129759656 cites W2962528222 @default.
• W3129759656 cites W2962966435 @default.
• W3129759656 cites W2964031043 @default.
• W3129759656 cites W2969884768 @default.
• W3129759656 cites W2995022099 @default.
• W3129759656 cites W3000190958 @default.
• W3129759656 cites W3003599720 @default.
• W3129759656 cites W3013196197 @default.
• W3129759656 cites W3017343191 @default.
• W3129759656 cites W3024271340 @default.
• W3129759656 cites W3097991090 @default.
• W3129759656 cites W3100279624 @default.
• W3129759656 cites W3105350924 @default.
• W3129759656 cites W3105951560 @default.
• W3129759656 cites W3108761828 @default.
• W3129759656 cites W3123374861 @default.
• W3129759656 cites W3175934762 @default.
• W3129759656 cites W3193065589 @default.
• W3129759656 doi "https://doi.org/10.48550/arxiv.2102.06362" @default.
• W3129759656 hasPublicationYear "2021" @default.
• W3129759656 type Work @default.
• W3129759656 sameAs 3129759656 @default.
• W3129759656 citedByCount "0" @default.
• W3129759656 crossrefType "posted-content" @default.
• W3129759656 hasAuthorship W3129759656A5084262985 @default.
• W3129759656 hasBestOaLocation W31297596561 @default.
• W3129759656 hasConcept C100776233 @default.
• W3129759656 hasConcept C104317684 @default.
• W3129759656 hasConcept C108170787 @default.
• W3129759656 hasConcept C112930515 @default.
• W3129759656 hasConcept C121332964 @default.
• W3129759656 hasConcept C126322002 @default.
• W3129759656 hasConcept C127413603 @default.
• W3129759656 hasConcept C127627568 @default.
• W3129759656 hasConcept C142362112 @default.
• W3129759656 hasConcept C144024400 @default.
• W3129759656 hasConcept C144133560 @default.
• W3129759656 hasConcept C153349607 @default.
• W3129759656 hasConcept C17744445 @default.
• W3129759656 hasConcept C185592680 @default.
• W3129759656 hasConcept C199539241 @default.
• W3129759656 hasConcept C202444582 @default.
• W3129759656 hasConcept C24890656 @default.
• W3129759656 hasConcept C2779962950 @default.
• W3129759656 hasConcept C33923547 @default.
• W3129759656 hasConcept C36289849 @default.
• W3129759656 hasConcept C41008148 @default.
• W3129759656 hasConcept C539667460 @default.
• W3129759656 hasConcept C55493867 @default.
• W3129759656 hasConcept C558565934 @default.
• W3129759656 hasConcept C56739046 @default.
• W3129759656 hasConcept C63479239 @default.
• W3129759656 hasConcept C65414064 @default.
• W3129759656 hasConcept C71924100 @default.
• W3129759656 hasConcept C73301696 @default.
• W3129759656 hasConcept C9652623 @default.
• W3129759656 hasConceptScore W3129759656C100776233 @default.
• W3129759656 hasConceptScore W3129759656C104317684 @default.
• W3129759656 hasConceptScore W3129759656C108170787 @default.
• W3129759656 hasConceptScore W3129759656C112930515 @default.
• W3129759656 hasConceptScore W3129759656C121332964 @default.
• W3129759656 hasConceptScore W3129759656C126322002 @default.
• W3129759656 hasConceptScore W3129759656C127413603 @default.
• W3129759656 hasConceptScore W3129759656C127627568 @default.
• W3129759656 hasConceptScore W3129759656C142362112 @default.
• W3129759656 hasConceptScore W3129759656C144024400 @default.
• W3129759656 hasConceptScore W3129759656C144133560 @default.
• W3129759656 hasConceptScore W3129759656C153349607 @default.
• W3129759656 hasConceptScore W3129759656C17744445 @default.
• W3129759656 hasConceptScore W3129759656C185592680 @default.
• W3129759656 hasConceptScore W3129759656C199539241 @default.
• W3129759656 hasConceptScore W3129759656C202444582 @default.
• W3129759656 hasConceptScore W3129759656C24890656 @default.
• W3129759656 hasConceptScore W3129759656C2779962950 @default.
• W3129759656 hasConceptScore W3129759656C33923547 @default.
• W3129759656 hasConceptScore W3129759656C36289849 @default.
• W3129759656 hasConceptScore W3129759656C41008148 @default.
• W3129759656 hasConceptScore W3129759656C539667460 @default.

• next