• Nityam Sharma
• Aditya Swaroop

This investigate paper gives a comprehensive investigation of cost following, a essential angle of individual fund administration. Grounded in historical perspectives, the study delves into traditional methods of expense management, including manual record-keeping and spreadsheet-based systems. The literature review evaluates the effectiveness of these methods and highlights their evolution in the context of modern technological advancements. The advent of mobile apps, online platforms, and automated tracking systems has reshaped the landscape of expense tracking, providing users with efficient and user-friendly tools. The paper explores the positive impact of expense tracking on financial health, emphasizing its role in budgeting, financial planning, and increased financial mindfulness. Drawing on psychological aspects, the review examines the correlation between awareness of spending habits and behavioral changes. Furthermore, the integration of expense tracking tools with broader financial management platforms is discussed, offering insights into the synergies that contribute to comprehensive financial planning. The literature review also addresses user satisfaction, feedback, and potential challenges associated with these tools, providing a holistic understanding of the landscape of expense tracking. Researchers and practitioners alike can leverage this comprehensive review to inform future developments in personal finance management and contribute to the ongoing discourse surrounding financial well-being.

Expense Prediction System

"Expense Prediction System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 3, page no.d480-d484, March-2024, Available :http://www.jetir.org/papers/JETIR2403359.pdf

"Expense Prediction System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 3, page no. ppd480-d484, March-2024, Available at : http://www.jetir.org/papers/JETIR2403359.pdf