More specifically, it concerns identifying research-based on Artificial Intelligence and machine learning linked to air quality issues and road safety and performing semantic modelling on the research content. A search engine, Research Miner, is also designed to identify relevant documents from a pool of potential research articles based on relevance to the user's search queries. This search engine will be developed into a generic resource that will be used for other projects where a user wants to explore a material to find meaningful texts based on their search focus.