ItemConference Paper

A Novel Framework for Integrating Machine Learning in CSR to Accelerate Sustainability in the Indian Automobile Sector

Title
A Novel Framework for Integrating Machine Learning in CSR to Accelerate Sustainability in the Indian Automobile Sector
Creator
Yogi, Kottala Sri; Dankan Gowda, V.; Roshani, Puja; Shankar, Ch; Kumar, G L N Sravan; Murthy, C. Ravindra
Description
This paper aims at determining the suitability of using machine learning in CSR in enhancing sustainability of the Indian automobile industry. Prominent automobile companies are known to be major sources of environmental pollution together with wastage of various natural resources. There is a challenge of incorporating sustainability policies in the sector due to the rising regulation and consumers' awareness. Machine learning contains new approaches to managing resources more effectively, minimizing emissions and providing transparency of goods to clients. This study scrutinizes the previous literature, outlines the machine learning-based framework system of CSR activities, and validates the applicability of the system using case studies and qualitative data. The results show that learning from data can improve sustainability at an extensive scale and that the changes are sustainable and financially advantageous. 2025 IEEE.
Source
Proceedings of the 7th International Conference on Innovative Data Communication Technologies and Application, ICIDCA 2025;pp.836-843
Date
01-01-2025
Publisher
Institute of Electrical and Electronics Engineers Inc.
Subject
Corporate Social Responsibility (CSR); Environmental Impact; Green Technology; Indian Automobile Sector; Machine Learning; Resource Optimization; Supply Chain Transparency; Sustainability
Coverage
Yogi K.S., Symbiosis Institute of Business Management Hyderabad Symbiosis International University, Department of Operations, Pune, India; Dankan Gowda V., Bms Institute of Technology and Management, Department of Electronics and Communication Engineering, Karnataka, Bangalore, India; Roshani P., Christ University, Department of Commerce, Karnataka, Bangalore, India; Shankar C., Gitam (Deemed to Be) University, Gitam School of Business, Hyderabad, India; Kumar G.L.N.S., Malla Reddy College of Engineering and Technology [ M R C e T], Department of Mba, Telangana, Hyderabad, India; Murthy C.R., Mohan Babu University, School of Engineering, Department of Ece, Andrapradesh, Tirupati, India
Rights
Restricted Access; Hardcopy may be available in the library
Relation
ISBN: 979-833151414-3;
Format
online
Language
English
Type
Conference paper

Citation

Yogi, Kottala Sri; Dankan Gowda, V.; Roshani, Puja; Shankar, Ch; Kumar, G L N Sravan; Murthy, C. Ravindra, “A Novel Framework for Integrating Machine Learning in CSR to Accelerate Sustainability in the Indian Automobile Sector,” CHRIST (Deemed To Be University) Institutional Repository, accessed June 21, 2026, https://archives.christuniversity.in/items/show/26033.

Output Formats