AI4SG 2020
AAAI Fall Symposium on AI for Social Good

Table of Contents

• Preface
  Summary: There were 28 papers submitted for peer-review to this workshop. Out of these, 25 papers were accepted for this volume, 22 as regular papers and 3 as short papers.

Session: Papers

• Designing Emergency Response Pipelines : Lessons and Challenges
  Ayan Mukhopadhyay, Geoffrey Pettet, Mykel Kochenderfer, Abhishek Dubey
• Lessons Learned from Problem Gambling Classification: Indirect Discrimination and Algorithmic Fairness
  Christian Percy, Artur Garcez, Simo Dragicevic, Sanjoy Sarkar
• Direct Multi-Step Forecasting with Multiple Time Series using XGBoost: Projecting COVID-19 Positive Hospitalization Census for a Southern Idaho Health System
  Drake Anshutz, Andrew Crisp, James Ford, Onur Torusoglu, Justin Smith
• Human Trafficking Screening in Humanitarian Relief and Development
  Hannah Thinyane
• AI against Modern Slavery: Digital Insights into Modern Slavery Reporting - Challenges and Opportunities
  Nyasha Weinberg, Adriana Bora, Francisca Sassetti, Katharine Bryant, Edgar Rootalu, Karyna Bikziantieieva, Laureen van Breen, Patricia Carrier, Yolanda Lannquist, Nicolas Miailhe
• Reinforcement Learning for Optimization of COVID-19 Mitigation Policies
  Varun Kompella, Roberto Capobianco, Stacy Jong, Jonathan Browne, Spencer Fox, Lauren Meyers, Peter Wurman, Peter Stone
• Arguments as Social Good: Good Arguments in Times of Crisis
  Johannes Daxenberger, Iryna Gurevych
• Emergency Department Optimization and Load Prediction in Hospitals
  Karthik K. Padthe, Vikas Kumar, Carly M. Eckert, Nicholas M. Mark, Anam Zahid, Muhammad Aurangzeb Ahmad, Ankur Teredesai
• Data Collection and Annotation Pipeline for Social Good Projects
  Christoph Scheunemann, Julian Naumann, Max Eichler, Kevin Stowe, Iryna Gurevych
• Robust Lock-Down Optimization for COVID-19 Policy Guidance
  Ankit Bhardwaj, Han-Ching Ou, Haipeng Chen, Shahin Jabbari, Milind Tambe, Rahul Panicker, Alpan Raval
• AI-assisted Accurate School Mapping in Developing Countries
  Zhuang-Fang Yi, Naroa Zurutuz, Ruben Mendoza, Dohyung Kim, Martha Morrissey, Drew Bollinger, Jeevan Farias
• COVID-19 in Spain and India: Comparing Policy Implications by Analyzing Epidemiological and Social Media Data
  Parth Asawa, Manas Gaur, Kaushik Roy, Amit Sheth
• Measuring and Visualizing Social Distancing Using Deep Learning and 3D Computer Vision
  Bilal Abdulrahman, Zhigang Zhu
• Uncertainty Aware Wildfire Management
  Tina Diao, Samriddhi Singla, Ayan Mukhopadhyay, Ahmed Eldawy, Ross Shachter, Mykel Kochenderfer
• Artificial Intelligence and Resource Allocation in Healthcare: The Process-Outcome Divide in Perspectives on Moral Decision-Making
  Sonia Jawaid Shaikh
• Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare
  Ming Yuan, Muhammad Ahmad, Vikas Kumar, Ankur Teredesai
• Towards Context-aware Knowledge Entailment from Health Conversations
  Saeedeh Shekarpour, Faisal Alshargi, Mohammadjafar Shekarpour
• Towards Explainable Question Answering (XQA)
  Saeedeh Shekarpour, Faisal Alshargi, Mohammadjafar Shekarpour
• Using AI to Identify Optimal Drilling Locations for Sustainable Irrigation for Subsistence Agriculture
  Wanru Li, Kathryn B. Laskey, Mekuanent Muluneh, Rupert Douglas-Bate, Hemant Purohit, Paul Houser
• Asymptotic Cross-Entropy Weighting and Guided-Loss in Supervised Hierarchical Setting using Deep Attention Network
  Charles Kantor, Brice Rauby, Léonard Boussioux, Emmanuel Jehanno, André-Philippe Drapeau Picard, Maxim Larrivée, Hugues Talbot
• Socioeconomic and Geographic Variations that Impacts the Spread of Malaria
  Thilanka Munasinghe, Aayush Maheshwarkar, Karan Bhanot
• A Two-Step Framework for Parkinson’s Disease Classification: Using Multiple One-Way ANOVA on Speech Features and Decision Trees
  Gaurang Prasad, Thilanka Munasinghe, Oshani Seneviratne
• Clean Water: How the AI Community Can Contribute to Accessing Water Sources in Developing Countries
  Karthik Dusi, Thilanka Munasingha
• Health Care Misinformation: an Artificial Intelligence Challenge for Low-resource languages
  Sarah Luger, Martina Anto-Ocrah, Tapo Allahsera, Christopher Homan, Marcos Zampieri, Michael Leventhal
• Exploring AI-Enabled Use Cases for Societal Security and Safety
  Hoang Long Nguyen, Minsung Hong, Rajendra Akerkar