Text Mining and Sentiment Analysis in Climate Change and Environmental Sustainability

Bansal, Rohit · Rabby, Fazla · Sharma, Ridhima · Parwani, Dalima · Gupta, Arti

Oct 2024 · IGI Global

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504

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About this ebook

With the rising need to address shifting global temperatures, precipitation patterns, and atmospheric conditions, text mining and sentiment analysis play a crucial role in managing climate change and promoting environmental sustainability. These techniques provide valuable insights to support decision-making, stakeholder engagement, risk management, policymaking, and corporate communication efforts to address the changing climate and respond to important crises. Further research into text mining and sentiment analysis is necessary to understand the public’s perception on climate change, address corporate concerns, and identify emerging risks associated with the environment.

Text Mining and Sentiment Analysis in Climate Change and Environmental Sustainability provides updated information on the emergence and role of text mining and sentiment analysis in predicting climate change and promoting environmental sustainability. It covers emerging trends involved in the nexus of text mining, sentiment analysis, climate change and environmental sustainability. This book covers topics such as environmental science, sustainable development, and machine learning, and is a useful resource for climatologists, environmental scientists, computer engineers, data scientists, academicians, and researchers.

About the author

|Rohit Bansal - Editor|Dr. Rohit Bansal is working as an Adjunct Faculty in Pacific College Sydney, Australia. He is also working as a Faculty in Department of Management Studies in Vaish College of Engineering, Rohtak. He is a perseverant, passionate academician cum seasoned professional. He obtained Ph.D. in Management from Maharshi Dayanand University, Rohtak. With a rich experience of 17 years, he has achieved growth through robust and proactive academic initiatives. He has authored & edited 42 books with renowned national & international publishers including Springer, IGI Global USA, Scrivener-Wiley Publishing, De Gruyter, Germany, Central West Publishing, Australia etc. In addition to, Dr. Rohit has published 160 research papers and chapters in journals of repute including Scopus indexed as well as edited books. His research work is published in leading publishers like Springer, MDPI, HIndawi, IGI Global, Cell Press, De Gruyter, Elseveir, Inderscience, Wiley etc. He has also presented papers in 55 conferences and seminars including IIM Indore, IIM Ranchi, IIM Jammu and IIM Kozhikode. His area of interest includes marketing management, organizational behavior, services marketing, customer engagement, digital marketing, influencer marketing, human resource management, emerging technologies, e-learning and climate change. He is Managing Editor of International Journal of 360° Management Review. He has served as member of technical committee in many international conferences. He has acted as Session Chair and speaker in many international conferences. He has been awarded many times for contribution to academics and research.He is a member of many national and international organizations.

Fazla Rabby is a creative, innovative and highly motivated Business Manager with experience in vocational education, information technology, sales and marketing sectors, training, compliance, staff development & relationship management. I have worked with many organisations in top management positions, and I have also worked on a variety of projects with a wide range of companies. I have held several more formal teaching positions at University and Private Colleges as part of my academic appointments. I have research interests in digital marketing, consumer behaviour, Blockchain Technology, Internet of Things (IoT), climate change, Industry 4.0, and Cyber Security.

Ridhima Sharma is an Assistant Professor of Management at Vivekananda Institute of Professional Studies-Technical Campus. With a teaching and research experience of 12 years, she has contributed several articles to the journals of national & international repute and have presented papers in national and international conferences apart from authoring books. Her research interest includes Customer Relationship Management & sustainable consumer behavior. She is currently pursuing Post Doc from Amity University, Dubai.

|Dalima Parwani - Editor|Dr. Dalima Parwani is currently the esteemed Principal of Sant Hirdaram Girls College, Bhopal. Before assuming this prestigious role, she demonstrated her academic leadership as the Academic Coordinator and led the Computer Science Department at SHGC with distinction. A keen academician, Dr. Parwani has been recognized with a Post Graduate Program in AI and Machine Learning from the reputable University of Texas, Austin. Her intense research work, concluded in 2019, sheds light on the “Detection and Prevention of Distributed Denial of Service Attack in Inter-Cloud Systems,” solidifying her expertise in the domain. Dr. Parwani's prolific academic contributions extend to numerous published research papers, predominantly exploring security issues. With degrees in B.Ed. and M.Ed., she passionately delves into the nuances of teaching, learning, and assessment techniques, particularly in the context of the integration of ICT in education. Her knowledge and proficiency are widely recognized, as she serves on the Board of Studies for Computer Science at both Barkatullah University, Bhopal, and Bhopal School of Social Sciences. She also contributes significantly as a member of the Examination Committee at Barkatullah University. Dr. Parwani's accolades are a testament to her dedication and commitment. She has been lauded with awards such as the SAGE Women’s Award 2024, Sheros Shakti Samman 2023, SREE NEC 2023, the Global Ambassador of Peace Award (New Delhi, 2022), the Madhya Pradesh Gaurav Ratna Samman 2022, and many more, including recognitions from Navduniya and Dainik Bhaskar in 2021. Beyond her academic and administrative roles, Dr. Parwani showcases a personal touch as a counsellor, especially for her students. Serving as the UGC Nodal Officer, she frequently shares inspirational videos on social media, offering motivation and guidance. Additionally, she is an adept speaker on a range of subjects beyond her academic specialty, including Emotional Intelligence, Time Management, Life Skills, and the art of navigating through adversities, exemplifying her holistic approach to education and life

|Arti Gupta - Editor|Dr. Arti Gupta is Assistant Professor at Department of Management Studies at J.C. Bose University of Science and Technology, YMCA Faridabad. Prior to that she was teaching at National Institute of Technology (NIT Delhi). Arti has also worked with Indian Institute of Management Lucknow (IIM Lucknow) as Research Associate. Dr. Arti is an academician – an alumnus of Indian Institute of Information Technology, Allahabad (IIIT Allahabad), Prayagraj. she has been teaching UG, PG and Doctoral students at since 2009. Her core area is Human Resource Management and Organizational Behaviour, wherein she focuses on Organizational Justice, Job Satisfaction, Employee Retention, Environmental Sustainability, Strategic HRM; and Leadership. She has published various research papers in journals and coferences of repute. [Editor]

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