Artificial Intelligence for Research and Democracy

This book constitutes the proceedings of the First International workshop on AI for Research, AI4Research 2024, and 4th International workshop on Democracy and AI, DemocrAI 2024, held in conjunction with the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024, in Jeju, South Korea, in August 2024.

The 9 papers presented here were carefully reviewed and selected from 34 submissions. The AI4Research 2024 proceedings focus on how recent developments in AI are influencing research across various fields in science. The DemocrAI 2024 proceedings focus on the use of AI-based systems in Democracy, especially Democratic online platforms, formal theories of collective decision-making, and advanced methodologies for discourse analysis.

Inhalt

AI4Research.- Educational Research Trends of the Use of Gaze Learning Data through Topic Modeling and Scientometric Analysis.- Scientific Opinion Summarization Paper Meta review Generation Dataset, Methods, and Evaluation.- Knowledge Graph in Astronomical Research with Large Language Models: Quantifying Driving Forces in Interdisciplinary Scientific Discovery.- Curriculum reinforcement learning for tokamak control.- AutoEncoder Based Anomaly Detection for CMS Data Quality Monitoring.- Democracy and AI.- Using LLMs to Structure and Visualize Policy Discourse.- Participatory budgeting as an element of crowdsourcing in the smart city area.- Utterance Analysis of Discussions Structure and Discourse Quality A Case of Removed Soils in Fukushima Prefecture Japan.- A Platform for Finding the Truth in Multiple Questions Polls.- Obvious Independence of Clones.