The cement industry is one of the most hazardous industries, with millions of workers worldwide exposed to occupational health and safety hazards. This paper presents a critical review of the use of recommender systems for the mitigation of occupational health and safety hazards in the cement industry. The recommender system aims to provide recommendations for exposure monitoring and control measures to limit exposures, reduce hazards, and prevent chronic health disorders resulting from workplace conditions. By utilizing the recommender system, industrial health and safety professionals can document workplace conditions, manage health hazard inventory efficiently, and provide data to occupational health physicians and nurses for appropriate exposurebased medical surveillance. The data collected by these sensors can be processed and analyzed by the intelligent recommender system to identify potential hazards and provide timely recommendations for exposure control. By analyzing historical data on exposures, incidents, and control measures, the system can identify patterns and trends, enabling it to provide more accurate and tailored recommendations for each specific scenario. The paper concludes by discussing the potential benefits and limitations of using recommender systems for occupational health and safety in the cement industry