Publications / AI for Social Good
AI for Social Good
Peer-reviewed research from QCAI, published in leading international venues.
2024
3 publicationsHumanitarian AI2024
(Won Deployed Application Award) Flood Insights: Integrating Remote and Social Sensing Data for Flood Exposure, Damage, and Urgent Needs Mapping.
Zainab Akhtar, Umair Qazi, Aya El-Sakka, Rizwan Sadiq, Ferda Ofli, Muhammad Imran — AAAI Conference on Artificial Intelligence (2024)
AI-Human Interaction2024
Identifying and converting questions into statements
Jim Jansen, Soon-gyo Jung — United States Patent and Trademark Office (2024)
AI-Human Interaction2024
Rendering survey responses as personas
Soon-gyo Jung, Jim Jansen, Joni Salminem, Hind Almerekhi — United States Patent and Trademark Office (2024)
2023
5 publicationsAI-Human Interaction2023
Measuring Engagement Through Remote Interactions of Customers: Introducing METRIC
Jinan Y. Azem, Joni Salminen, Soon-gyo Jung, Bernard J. Jansen International Symposium on Networks, Computers and — Communications (ISNCC) (2023)
AI-Human Interaction2023
Employing large language models in survey research
Bernard J. Jansen, Soon-gyo Jung, Joni Salminen Natural Language Processing — Journal (2023)
AI-Human Interaction2023
Understanding Audiences, Customers, and Users via Analytics
Bernard J. Jansen, Kholoud K. Aldous, Joni Salminen, Hind Almerekhi, Soon-gyo Jung — Springer International Publishing AG (2023)
Humanitarian AI2023
Mapping Flood Exposure, Damage, and Population Needs Using Remote and Social Sensing: A Case Study of 2022 Pakistan Floods
Zainab Akhtar, Umair Qazi, Rizwan Sadiq, Aya El-Sakka, Muhammad Sajjad, Ferda Ofli, WWW — Proceedings of the ACM Web Conference 2023 (2023)
Humanitarian AI2023
Incidents1M: A Large-Scale Dataset of Images with Natural Disasters, Damage, and Incidents
Ethan Weber, Dim P. Papadopoulos, Agata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba — IEEE Transactions on Pattern Analysis and Machine Intelligence (2023)
2022
2 publicationsAI-Human Interaction2022
Method and system for rapid analysis of customer information
Jim Jansen, Soon-gyo Jung, Joni Salminen — United States Patent and Trademark Office (2022)
AI-Human Interaction2022
Method of demographic information generation from name
Jim Jansen, Soon-gyo Jung, Joni Salminen — United States Patent and Trademark Office (2022)
2021
1 publicationsAI-Human Interaction2021
Data-driven personas
Bernard J. Jansen, Joni Salminen, Soon-gyo Jung, Kathleen Guan — Springer Nature (2021)
2018
3 publicationsAI-Human Interaction2018
Automatically Conceptualizing Social Media Analytics Data via Personas
Soon-gyo Jung, Joni Salminen, Jisun An, Haewoon Kwak, Bernard Jansen — Proceedings of the International AAAI Conference on Web and Social Media (2018)
AI-Human Interaction2018
Assessing the Accuracy of Four Popular Face Recognition Tools for Inferring Gender, Age, and Race
Soon-gyo Jung, Jisun An, Haewoon Kwak, Joni Salminen, Bernard Jansen — Proceedings of the International AAAI Conference on Web and Social Media (2018)
Humanitarian AI2018
CrisisMMD: Multimodal twitter datasets from natural disasters
Firoj Alam, Ferda Ofli, Muhammad Imran — Proceedings of the international AAAI conference on web and social media (2018)
2017
2 publicationsAI-Human Interaction2017
Automatic Persona Generation (APG)
Soon-gyo Jung, Joni Salminen, Haewoon Kwak, Jisun An, Bernard J. Jansen — Proceedings of the 2018 Conference on Human Information Interaction&Retrieval – CHIIR '18 (2017)
AI-Human Interaction2017
Persona Generation from Aggregated Social Media Data
Soon-Gyo Jung, Jisun An, Haewoon Kwak, Moeed Ahmad, Lene Nielsen, Bernard J. Jansen — Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems (2017)
2014
1 publicationsHumanitarian AI2014
AIDR: Artificial Intelligence for Disaster Response
Muhammad Imran, Carlos Castillo, Ji Lucas, Patrick Meier, Sarah Vieweg — Conference on World Wide Web WWW (2014)
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