Data Mining for Sustainability: Managing Environmental Impact in Business Operations

Abstract

The growing concern for environmental sustainability has prompted businesses to explore innovative methods for managing their environmental impact. One such method involves the application of data mining techniques, which have proven to be effective in analyzing vast amounts of data for sustainable decision-making. This paper explores the role of data mining in sustainability, focusing on its application in business operations. By integrating data mining tools and techniques, businesses can predict, monitor, and optimize their processes to reduce energy consumption, waste, and carbon emissions. The paper reviews current literature, presents methodologies for integrating data mining into business operations, and showcases results from various case studies. The findings highlight the significant benefits of data mining, including cost reduction, efficiency improvement, and enhanced environmental sustainability.