Language-Driven, Human-Centric Solutions for Complex Problems. This project aims to empower non-data scientists to make decisions using data-driven computational methods through human language based c

Description

Language-Driven, Human-Centric Solutions for Complex Problems. This project aims to empower non-data scientists to make decisions using data-driven computational methods through human language based conversational interfaces. Using graph problems as a testbed, the project will design a novel framework and develop new technologies to align natural language problem descriptions with executable pipelines of graph algorithms. Expected outcomes include transformative technologies enabling non-experts to solve complex real-world problems through natural language. By providing accessible tools for non-experts, this project will unlock new opportunities for data-driven decision-making in a wide range of sectors like healthcare, infrastructure, and services, driving significant societal and economic impact.. Scheme: Discovery Projects. Field: 4602 - Artificial Intelligence. Lead: Prof Jing Jiang