Artificial Intelligence and Social Work

This book marries social work and artificial intelligence to provide an introductory guide for using AI for social good. Following an introductory chapter laying out approaches and ethical principles of using AI for social work interventions, the book describes in detail an intervention to increase the spread of HIV information by using algorithms to determine the key individuals in a social network of homeless youth. Other chapters present interdisciplinary collaborations between AI and social work students, including a chatbot for sexual health information and algorithms to determine who is at higher stress among persons with Type 2 Diabetes. For students, academic researchers, industry leaders, and practitioners, these real-life examples from the USC Center for Artificial Intelligence in Society demonstrate how social work and artificial intelligence can be used in tandem for the greater good.

Milind Tambe is Helen N. and Emmett H. Jones Professor of Engineering and Founding Co-Director of the Center for Artificial Intelligence in Society at the University of Southern California. He is a fellow of the Association for Advancement of Artificial Intelligence (AAAI) and Association for Computing Machinery (ACM), recipient of ACM/SIGAI Autonomous Agents Research Award, Christopher Columbus Fellowship Foundation Homeland security award, INFORMS Wagner prize in Operations Research and others. He has contributed several foundational papers in AI in areas of intelligent agents and computational game theory, which have received best paper awards at major AI conferences including AAMAS, IJCAI, IAAI.

Eric Rice is Associate Professor and Founding Co-Director of the Center for Artificial Intelligence in Society at the University of Southern California. An expert in community-based research and social network science and theory, he has spent the past several years working to merge social work science and AI to create solutions for major social problems such as homelessness and HIV. Since 2002, he has worked closely with homeless youth providers in Los Angeles and many other communities across the country to develop novel solutions to support young people across the nation who do not have a home, with the goal of ending youth homelessness.