Value Engineering in Artificial Intelligence: First International Workshop, VALE 2023, Krakow, Poland, September 30, 2023, Proceedings: Lecture Notes in Computer Science, cartea 14520
Editat de Nardine Osman, Luc Steelsen Limba Engleză Paperback – 8 sep 2024
The 16 full papers presented were carefully reviewed and selected. The papers have been grouped into four themes, addressing a number of research questions for each:
I. Frameworks for norms and values: What are existing or new frameworks for norms and values and how can they be represented in AI systems in order to make these systems norm- and value-aware?
II. Detection of moral values: Given an existing AI system, how can we figure out whether its behavior is aligned with human values?
III. Learning and engineering of value-aligned policies: How can policies for implementing norms and values be acquired or designed?
IV. Implementation of norms: How can norms be implemented in concrete AI applications?
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Specificații
ISBN-13: 9783031582042
ISBN-10: 3031582047
Pagini: 272
Ilustrații: Approx. 270 p.
Dimensiuni: 155 x 235 mm
Ediția:2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria Lecture Notes in Computer Science
Locul publicării:Cham, Switzerland
ISBN-10: 3031582047
Pagini: 272
Ilustrații: Approx. 270 p.
Dimensiuni: 155 x 235 mm
Ediția:2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria Lecture Notes in Computer Science
Locul publicării:Cham, Switzerland
Cuprins
Frameworks for Norms and Values: That’s All Folks: a KG of Values as Commonsense Social Norms and Behaviors.- Towards a Formalisation of Motivated Reasoning and the Roots of Conflict.- Perspective-Dependent Value Alignment of Norms. Detection of Moral Values: Moral values in social media for disinformation and hate speech analysis.- Social Value Alignment in Large Language Models.- Do Language Models Understand Morality? Towards a Robust Detection of Moral Content.- Detection and Analysis of Moral Values in Argumentation. Learning and Engineering of Policies: Algorithms for learning value-aligned policies considering admissibility relaxation.- On Autonomy, Governance, and Values: An AGV Approach to Value Engineering.- Exploiting value system structure for value-aligned decision-making.- On value-aligned cooperative multi-agent task allocation. Implementation of Norms: Values, proportionality, and uncertainty in military autonomous devices.- Towards a Distributed Platform for Normative Reasoning and Value Alignment in Multi-Agent Systems.- Value-based Reasoning Scenario in Employee Hiring and Onboarding using Answer Set Programming.- Value awareness and process automation: a reflection through school place allocation models.