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