AI for Understanding Context - Yair Neuman

AI for Understanding Context

(Autor)

Buch | Softcover
XV, 110 Seiten
2024 | 2025
Springer International Publishing (Verlag)
978-3-031-64209-8 (ISBN)
53,49 inkl. MwSt
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Context is necessary for understanding human behavior. However, so far, the concept of context has mostly been treated in a way that lacks any clear relevance for using, developing and engineering intelligent systems. In this book, the author explains the importance of context for understanding human behavior, presents a theory of context, and shows how AI, specifically Large Language Models such as GPT, can support our understanding of context when analyzing human behavior as expressed in texts ranging from conversations to short stories.

Drawing on years of R&D and academic publications in top rated journals, the author provides the reader with a simple and deep understanding of context and its modeling for specific challenges, from identifying social norm violations to understanding conversations going awry and stories by great authors. The book may interest a wide variety of readers seeking to incorporate AI into their understanding of human behavior.

The Importance of Context.- Toward a Theory of Context.- Large Language Models as Contextual Machines.- The One-Hundred Psychological Dimensions of Context.- Conceptualizing Context for Computational Content Analysis.- Reading Chekhov with AI.- Conversations Going Awry.- The Context of Social Norms.- Final Thoughts on AI for Understanding Context.

Erscheint lt. Verlag 27.9.2024
Reihe/Serie SpringerBriefs in Computer Science
Zusatzinfo XV, 110 p.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Schlagworte AI for Context • AI for Social Norms • augmented intelligence • ChatGPT • Computational Content Analysis • Computational psychology • contextual analysis • Contextual Machines • deep neural networks • Large Language Models • Probabilistic Guessing Machines • Prompting
ISBN-10 3-031-64209-0 / 3031642090
ISBN-13 978-3-031-64209-8 / 9783031642098
Zustand Neuware
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