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.…mehr
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.
Part I: 1. Artificial intelligence and social work Eric Rice and Milind Tambe; 2. The causes and consequences of youth homelessness Eric Rice and Hailey Winetrobe; 3. Using social networks to raise HIV awareness among homeless youth Amulya Yadav Bryan Wilder Hau Chan Albert Jiang Haifeng Xu Eric Rice and Milind Tambe; 4. Influence maximization in the field Amulya Yadav Bryan Wilder Eric Rice Robin Petering Jaih Craddock Amanda Yoshioka-Maxwell Mary Hemler Laura Onasch-Vera Milind Tambe and Darlene Woo; 5. Influence maximization with unknown network structure Bryan Wilder Nicole Immorlica Eric Rice and Milind Tambe; Part II: 6. Maximizing the spread of sexual health information in a multimodal communication network of young black women Elizabeth Bondi Jaih Craddock Rebecca Funke Chloe Legendre and Vivek Tiwari; 7. Minimizing violence in homeless youth Ajitesh Srivastava Robin Petering and Michail Misyrlis; 8. Artificial intelligence for improving access to sexual health necessities for youth experiencing homelessness Aida Rahmattalabi Laura Onasch-Vera Orlando Roybal Kien Nguyen Luan Tran and Robin Petering; 9. Know-stress Subhasree Sengupta Kexin Yu and Behnam Zahiri; 10. A multidisciplinary study on the relationship between foster care attributes and posttraumatic stress disorder symptoms in foster youth Amanda Yoshioka-Maxwell Shahrzad Gholami Emily Sheng Mary Hemler Tanachat Nilanon and Ali Jalal-Kamali; 11. Artificial intelligence to predict intimate partner violence perpetration Robin Petering Mee-Young Um Nazanin Alipourfard Nazgol Tavabi Rajni Kumari and Setareh Nasihati Gilani; 12. SHIHbot Joshua Rusow Jacqueline Brixey Rens Hoegen Lan Wei Karan Singla and Xusen Yin; 13. Ethics and artificial intelligence in public health social work David Gray Grant.
Part I: 1. Artificial intelligence and social work Eric Rice and Milind Tambe; 2. The causes and consequences of youth homelessness Eric Rice and Hailey Winetrobe; 3. Using social networks to raise HIV awareness among homeless youth Amulya Yadav Bryan Wilder Hau Chan Albert Jiang Haifeng Xu Eric Rice and Milind Tambe; 4. Influence maximization in the field Amulya Yadav Bryan Wilder Eric Rice Robin Petering Jaih Craddock Amanda Yoshioka-Maxwell Mary Hemler Laura Onasch-Vera Milind Tambe and Darlene Woo; 5. Influence maximization with unknown network structure Bryan Wilder Nicole Immorlica Eric Rice and Milind Tambe; Part II: 6. Maximizing the spread of sexual health information in a multimodal communication network of young black women Elizabeth Bondi Jaih Craddock Rebecca Funke Chloe Legendre and Vivek Tiwari; 7. Minimizing violence in homeless youth Ajitesh Srivastava Robin Petering and Michail Misyrlis; 8. Artificial intelligence for improving access to sexual health necessities for youth experiencing homelessness Aida Rahmattalabi Laura Onasch-Vera Orlando Roybal Kien Nguyen Luan Tran and Robin Petering; 9. Know-stress Subhasree Sengupta Kexin Yu and Behnam Zahiri; 10. A multidisciplinary study on the relationship between foster care attributes and posttraumatic stress disorder symptoms in foster youth Amanda Yoshioka-Maxwell Shahrzad Gholami Emily Sheng Mary Hemler Tanachat Nilanon and Ali Jalal-Kamali; 11. Artificial intelligence to predict intimate partner violence perpetration Robin Petering Mee-Young Um Nazanin Alipourfard Nazgol Tavabi Rajni Kumari and Setareh Nasihati Gilani; 12. SHIHbot Joshua Rusow Jacqueline Brixey Rens Hoegen Lan Wei Karan Singla and Xusen Yin; 13. Ethics and artificial intelligence in public health social work David Gray Grant.
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