AI-D 2010 Proceedings
This collection contains a set of articles and position papers on Artificial Intelligence for Development (AI-D). Each paper explores one or more opportunities for harnessing AI to promote the socioeconomic development and to enhance the quality of life of disadvantaged populations, including those within developing countries. More
E. Barnard and M. Davel and G. Huyssteen (2010), "Speech Technology for Information Access: a South African Case Study", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDFT. Beshah and S. Hill (2010), "Mining Road Traffic Accident Data to Improve Safety: Role of Road-related Factors on Accident Severity in Ethiopia", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
J. Blumenstock, D. Gillick and N. Eagle (2010), "Who’s Calling? Demographics of Mobile Phone Use in Rwanda", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
E. Brunskill and N. Lesh (2010), "Routing for Rural Health: Optimizing Community Health Worker Visit Schedules", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
J. Chen, T. Karthik and L. Subramanian (2010), "Contextual Information Portals", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
K. Chen, E. Brunskill, J. Dick and P. Dhadialla (2010), "Learning to Identify Locally Actionable Health Anomalies", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
T. Chen, K. Kuan, L. Celi, G. Clifford (2010), "Intelligent Heartsound Diagnostics on a Cellphone using a Hands-free Kit", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
P. Dutta and L. Subramanian (2010), "Human-enabled Microscopic Environmental Mobile Sensing and Feedback", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
S. El-Beltagy, A. Rafeaγ, S. Mabrouk and M. Rafea (2010), "An Approach for Mining Accumulated Crop Cultivation Problems and their Solutions", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
R. Farrell, R. Das and N. Rajput (2010), "Social Navigation through the Spoken Web: Improving Audio Access through Collaborative Filtering in Gujarat, India", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
V. Frias-Martinez, E. Frias-Martinez and N. Oliver (2010), "A Gender-centric Analysis of Calling Behavior in a Developing Economy Using Call Detail Records ", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
S. Green and A. Flaxman (2010), "Machine Learning Methods for Verbal Autopsy in Developing Countries", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
I. Guyon, JP. Pellet and A. Statnikovand (2010), "Development Projects for the Causality Workbench", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
Cesar A. Hidalgo and Ricardo Hausmann (2010), "Inferring Macroeconomic Complexity from Country-Product Network Data", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
S. Hill, A. Banser, G. Berhan, N. Eagle (2010), "Reality Mining Africa", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
A. Kapoor, N. Eagle and E. Horvitz (2010), "People, Quakes, and Communications: Inferences from Call Dynamics about a Seismic Event and its Influences on a Population", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
M. Moussavi and N. McGinn(2010), "A Model for Quality of Schooling", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
E. Mwebaze, W. Okori and J. Quinn (2010), "Causal Structure Learning for Famine Prediction", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
T. Parikh (2010), "Voice as Data: Learning from What People Say", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
R. Power, J. Chen, T. Karthik, L. Subramanian (2010), "Document Classification for Focused Topics", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
J. Quinn and R. Nakibuule (2010), "Traffic Flow Monitoring in Crowded Cities", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
J. Robertson and D. DeHart (2010), "An Agile and Accessible Adaptation of Bayesian Inference to Medical Diagnostics for Rural Health Extension Workers", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
A. Rubio, V. Frias-Martinez, E. Frias-Martinez and N. Oliver (2010), "Human Mobility in Advanced and Developing Economies: A Comparative Analysis", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
N. Silberman, K. Ahlrich, R. Fergus and L. Subramanian (2010), "Case for Automated Detection of Diabetic Retinopathy", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
J. Toole, N. Eagle, and J. Plotkin (2010), "Quantifying Crime Waves", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
J. Weber and K. Toyama (2010), "Remembering the Past for Meaningful AI-D", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
A. Wesolowski and N. Eagle (2010), "Parameterizing the Dynamics of Slums", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF
M. Yigzaw, S. Hill, A. Banser, and L. Lessa (2010), "Using Data Mining to Combat Infrastructure Inefficiencies: The Case of Predicting Non-payment for Ethiopian Telecom", Proceedings of AAAI Artificial Intelligence for Development (AI-D'10). PDF