A STUDY OF ENVIRONMENTAL EDUCATION AND AWARENESS USING NATURAL LANGUAGE PROCESSINGDharmendra Kr Dubey, Vikas Kumar, Mohit Mishra, Amit Kumar Pathak and Harish Chandra MauryaAbstract Environmental education and awareness have become crucial components in tackling the ongoing environmental crisis. Natural language processing (NLP) techniques have emerged as a powerful tool in analyzing large volumes of text data related to environmental issues. This paper provides an overview of how NLP can be used in environmental education and awareness, and its potential to support and enhance sustainable practices. The study explores different NLP techniques, such as sentiment analysis, topic modeling, and summarization, and their applications in analyzing environmental data. The paper highlights the importance of NLP in facilitating environmental awareness and education, identifying critical issues and stakeholders, and promoting informed decision-making. Furthermore, it discusses the challenges and limitations of NLP and emphasizes the need for further research in this area. Ultimately, this paper concludes that NLP has significant potential to support environmental education and awareness efforts and enhance sustainability practices, and it provides recommendations for future research and development. |