Social intelligence : the new frontier of integrating human intelligence and artificial intelligence in social space / Dong Wang, Lanyu Shang, Yang Zhang.

Format:

Book

Author/Creator:

Wang, Dong, author.

Shang, Lanyu, author.

Zhang, Yang, author.

Contributor:

EBSCOhost

Language:

English

Subjects (All):

Artificial intelligence--Social aspects.

Artificial intelligence.

Human-computer interaction.

Physical Description:

1 online resource (xxii, 292 pages) : illustrations (some color)

Place of Publication:

Cham : Springer, 2025.

Contents:

Chapter 1: Introduction

1.1 Overview

1.2 Motivation and Challenges

1.3 Contributions

Chapter 2: Social Intelligence Applications and Backgrounds

2.1 Social Intelligence: the emergence of human intelligence and AI

2.2 Enabling Technologies for Social Intelligence

2.3 Interdisciplinary Nature of Social Intelligence

2.4 Emerging Social Intelligence Applications

Chapter 3: Data Heterogeneity

3.1 The Data Heterogeneity Problem in Social Intelligence

3.2 A Multimodal Approach: DuoGen and ContrastFaux

3.4 Real-world Case Studies

3.5 Discussion

Chapter 4: Data Sparsity and Model Generality

4.1 The Data Sparsity and Model Generality Problem in Social Intelligence

4.2 Robust and General Social Intelligence: CrowdAdapt and CollabGeneral

4.3 Real-world Case Studies

4.4 Discussion

Chapter 5: Explainable AI (XAI) in Social Intelligence

4.1 A Collaborative Explanation for AI

4.2 Social XAI: CrowdGraph and CEA-COVID

Chapter 6: Fusing Crowd Wisdom and AI

6.1 Integrating Crowd-based Human Intelligence and AI

6.2 A Crowd-AI Co-Design: CrowdNAS and CrowdHPO

6.4 Real-world Case Studies

6.5 Discussion

Chapter 7: Fairness and Bias Issue

7.1 The Fairness and Bias Issue in Social Intelligence

7.2 Fair Social AI Solution: FairCrowd and DebiasEdu

7.3 Real-world Case Studies

7.4 Discussion

Chapter 8: Privacy Issue

8.1 Understanding Privacy in Social Intelligence

8.2 Privacy-aware Crowd-AI Approach: CoviDKG and FaceCrowd

8.3 Real-world Case Studies

8.4 Discussion

Chapter 9: Further Readings

9.1 Human-centered AI

9.2 AI for Social Good

9.3 Fairness and Privacy in Social Intelligence

9.4 Ethics and Policies in Social Intelligence

Chapter 10: Conclusions and Remaining Challenges.

Notes:

Includes bibliographical references and index.

Electronic reproduction. Ipswich, MA Available via World Wide Web.

Online resource; title from PDF title page (SpringerLink, viewed July 23, 2025).

Other Format:

Print version: Wang, Dong Social Intelligence

ISBN:

9783031900808

3031900804

Publisher Number:

90102324356

Access Restriction:

Restricted for use by site license.