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Social Intelligence
Dong Wang, Lanyu Shang, Yang Zhang (Gebundene Ausgabe, Englisch)
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Beschreibung
Given the rise of AI and the advent of online collaboration opportunities (e.g., social media, crowdsourcing), emerging research has started to investigate the integration of AI and human intelligence, especially in a collaborative social context. This creates unprecedented challenges and opportunities in the field of Social Intelligence (SI), where the goal is to explore the collective… intelligence of both humans and machines by understanding their complementary strengths and interactions in the social space.
In this book, a set of novel human-centered AI techniques are presented to address the challenges of social intelligence applications, including multimodal approaches, robust and generalizable frameworks, and socially empowered explainable AI designs. The book then presents several human-AI collaborative learning frameworks that jointly integrate the strengths of crowd wisdom and AI to address the limitations inherent in standalone solutions. The book also emphasizes pressing societal issues in the realm of social intelligence, such as fairness, bias, and privacy. Real-world case studies from different applications in social intelligence are presented to demonstrate the effectiveness of the proposed solutions in achieving substantial performance gains in various aspects, such as prediction accuracy, model generalizability and explainability, algorithmic fairness, and system robustness. Dieses Produkt haben wir gerade leider nicht auf Lager.
Handgeprüfte Gebrauchtware
Bis zu 50 % günstiger als neu
Der Umwelt zuliebe
Technische Daten
Erscheinungsdatum
08.07.2025
Sprache
Englisch
EAN
9783031900792
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Dong Wang, Lanyu Shang, Yang Zhang
Seitenanzahl
292
Einbandart
Gebundene Ausgabe
Buch Untertitel
The New Frontier of Integrating Human Intelligence and Artificial Intelligence in Social Space
Schlagwörter
Social Intelligence, Artificial Intelligence, Human Intelligence, Collective Intelligence, Human-centered AI, AI for Social Good, Fairness and Ethics, Crowdsourcing
Thema-Inhalt
UYQ - Künstliche Intelligenz
UYZ - Mensch-Computer-Interaktion
QDTQ - Ethik und Moralphilosophie
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, ProductSafety@springernature.com
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