Quality of Models for Man and Machine

Lingua: inglese

Editore: Springer, Berlin, Springer Mär 2027, 2027

3032421284 / 9783032421289

Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermaniaBuchWeltWeit Ludwig Meier e.K.

Venditore con 5 stelle

Venditore AbeBooks dal 11 gennaio 2012

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This item is printed on demand - it takes 3-4 days longer - Neuware -This open access book investigates the renewed role of models in the solutions supporting our organisational reality. With AI and other advanced IT as digital actors, we are more and more delegating decisions that help to create new social reality to autonomous artificial systems. This raises several critical questions, for example, how can we keep our skills in building and discussing abstractions to create a unified view of the existing and emerging social and digital reality How can we build autonomous information systems using these abstractions that we understand and trust, i.e., systems that reflect our values, and that are semantically transparent and able to explain their decisions In recent years, the main focus on AI has been machine learning and generative AI with limited explainability. In the future, AI will combine traditional symbolic techniques (including conceptual modelling and knowledge graphs) with sub-symbolic techniques (neural networks) in neuro-symbolic computing. Supporting modelling of the people, by the people, for the people becomes, in this situation, necessary to empower humans to stay as active actors in the loop of AI-enhanced decision-making and action. To understand how work in neuro-symbolic computing can progress, we should clarify what it means for both the symbolic and machine learning models to be good. What is the quality of the different types of models, and how do these notions of quality align with human notions of quality The quality of conceptual models (as an example of symbolic models) has been investigated for many decades. In this book, we will combine works from semiotics, information systems, conceptual modelling, AI and neuroscience to investigate the quality of models and data for both human and machine actors, laying a firm foundation for the future converging neuro-symbolic computing. 323 pp. Englisch.…

Codice articolo 9783032421289

Titolo
Quality of Models for Man and Machine
Autore
John Krogstie
Editore
Springer, Berlin, Springer Mär 2027
Anno di pubblicazione
2027
Condizione
Neu
Rilegatura
Buch
Lingua
inglese
ISBN 10
3032421284
ISBN 13
9783032421289
Peso dell'articolo
625 grammi
Dimensioni
235x155x21 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germania

Venditore con 5 stelle

Venditore AbeBooks dal 11 gennaio 2012

Tariffe di spedizione da Germania a U.S.A.

ArticoloDa 5 a 15 giorni lavorativiDa 5 a 15 giorni lavorativi
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BuchWeltWeit Ludwig Meier e.K.

Germania

BuchWeltWeit Inh. Ludwig Meier e.K.
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