Social Behaviour Understanding using Deep Neural Networks: Development of Social Intelligence Systems
University of Glasgow(格拉斯哥大学);Ngee Ann Polytechnic(义安理工学院);National College for Education(国家教育学院);National University Health System(国立大学健保系统);National University of Singapore(新加坡国立大学)
Ethan Lim Ding Feng, Zhi-Wei Neo, Aaron William De Silva, Kellie Sim, Hong-Ray Tan, Thi-Thanh Nguyen, Karen Wei Ling Koh, Wenru Wang, Hoang D. Nguyen
With the rapid development in artificial intelligence, social computing has evolved beyond social informatics toward the birth of social intelligence systems. This paper, therefore, takes initiatives to propose a social behaviour understanding framework with the use of deep neural networks for social and behavioural analysis. The integration of information fusion, person and object detection, social signal understanding, behaviour understanding, and context understanding plays a harmonious role to elicit social behaviours. Three systems, including depression detection, activity recognition and cognitive impairment screening, are developed to evidently demonstrate the importance of social intelligence. The study considerably contributes to the cumulative development of social computing and health informatics. It also provides a number of implications for academic bodies, healthcare practitioners, and developers of socially intelligent agents.
A Survey of Hybrid Human-Artificial Intelligence for Social Computing
University of Science and Technology Beijing(北京科技大学);Beijing Engineering Research Center for Cyberspace Data Analysis and Applications(北京网络空间数据分析与应用工程研究中心);China University of Petroleum(中国石油大学);Ulster University(阿尔斯特大学)
NICE: A Theory-Grounded Diagnostic Benchmark for Social Intelligence of LLMs
Department of Psychology and Behavioral Sciences, Zhejiang University(浙江大学心理学与行为科学系);College of Artificial Intelligence, Zhejiang University(浙江大学人工智能学院);Human Machine Interaction Lab, Huawei Technologies Co., Ltd.(华为技术有限公司人机交互实验室);Zhejiang Key Laboratory of Neurocognitive Development and Mental Health(浙江省神经认知发展与心理健康重点实验室)
VEGAS: Towards Visually Explainable and Grounded Artificial Social Intelligence
National Engineering Research Center for Multimedia Software, School of Computer Science, Wuhan University(武汉大学计算机学院多媒体软件国家工程研究中心);School of Computing, National University of Singapore(新加坡国立大学计算机学院)
Human-AI Coevolution Dynamics: A Formal Theory of Social Intelligence Emergence Through Long-Term Interaction
School of Information and Electronics, Beijing Institute of Technology(信息与电子学院,北京理工大学);Institute of Scientific and Technical Research on Archives, Beijing(档案科学与技术研究所,北京);China Electronics Engineering Design Institute Co., Ltd.(中国电子工程设计院有限公司)
IoT-Enabled Social Relationships Meet Artificial Social Intelligence
University of Science and Technology Beijing(北京科技大学);Beijing Engineering Research Center for Cyberspace Data Analysis and Applications(北京网络空间数据分析与应用工程研究中心);Ulster University(阿尔斯特大学);University of Cagliari(卡利亚里大学);Stevens Institute of Technology(史蒂文斯理工学院)
SocialVeil: Probing Social Intelligence of Language Agents under Communication Barriers
Siebel School of Computing and Data Science, University of Illinois Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校Siebel计算与数据科学学院);Department of Psychological Sciences, Rice University(里士满大学心理学系)
The social dilemma in artificial intelligence development and why we have to solve it
NTNU(挪威科技大学);SimulaMet(SimulaMet 研究所);University of Bergen(卑尔根大学);Berlin Institute of Health (BIH)(柏林健康研究所);Charité Universitätsmedizin Berlin(柏林夏里特医学院);Birmingham City University(伯明翰城市大学)
From Modelling to Understanding Children's Behaviour in the Context of Robotics and Social Artificial Intelligence
Donders Institute for Brain, Cognition, and Behaviour(唐德斯大脑、认知与行为研究所);Radboud University(拉德堡德大学);Joint Research Centre, European Commission(欧盟委员会联合研究中心);Ghent University(根特大学);imec(微电子研究中心);Instituto Superio Técnico(高等技术学院);University of Lisbon(里斯本大学)
PerSo: Investigating Facets of LLMs' Social Intelligence in Real-World Persuasion Scenarios
School of Electrical and Computer Engineering, College of Engineering, University of Tehran(德黑兰大学工程学院电气与计算机工程学院);Cardiff University(卡迪夫大学);Institute for Research in Fundamental Sciences (IPM)(基础科学研究所);Tehran Institute for Advanced Studies, Khatam University(哈塔姆大学德黑兰高级研究院)
Automatic Identification of Stone-Handling Behaviour in Japanese Macaques Using LabGym Artificial Intelligence
Université Paris-Saclay(巴黎萨克雷大学);Université de Strasbourg(斯特拉斯堡大学);CNRS(法国国家科学研究中心);Université Catholique de Lille(里尔天主教大学);Institut Universitaire de France(法国大学研究院)
Uncovering the Social Interaction in Swarm Intelligence with Network Science
University of California, Davis(加州大学戴维斯分校);University of Exeter(埃克塞特大学);Polytechnic School of Pernambuco, University of Pernambuco(伯南布哥大学伯南布哥理工学院);GESIS–Leibniz Institute for the Social Sciences(GESIS-莱布尼茨社会科学研究所)
Learning, Social Intelligence and the Turing Test - why an "out-of-the-box" Turing Machine will not pass the Turing Test
Centre for Policy Modelling, Manchester Metropolitan University(曼彻斯特城市大学政策建模中心);Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas, Universidad Nacional Autónoma de México(墨西哥国立自治大学应用数学与系统研究所)