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Stream/Area:
-
Subject:
-
Paper ID:
IJSREM63410
Volume:
10 |
5 |
May 2026
Pages:
1-3
Publication Frequency:
Monthly (12 issues per year)
License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.
DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING
SHRI RAWATPURA SARKAR UNIVERSITY, RAIPUR
Computer Science Engineering
Shri Rawatpura Sarkar University
In today’s busy, high-priced world, people often find themselves struggling to make ends meet after having spent all their time chasing money. Unwittingly they allow money to slide through their fingers by spending on superficial and unnecessary things. To understand this problem there is a compelling requirement of a reliable system that will help in keeping track of earnings and spending. To this end, the personal expense tracker acts as an effective tool to address this issue, providing customers with an easy way to record, monitor and save all their recurrent expenditures with minimal effort. With its simple interface and timely notifications, it leads the users into a deep insight about how they handle finances shaping them up into better financial managers who can make well informed decisions. The personal expense tracker helps individuals work towards their financial targets while maintaining balanced budgets as it reveals spending habits and encourages wise financial behaviors. Basically, it is a guiding friend that takes you from poverty to financial independence; subsequently enabling you breathe easily in today's tough world filled with endless demands for us to spend more than we actually have.
KEYWORDS
The personal expense tracker app, built and featuring expense categorization and machine learning for future expense prediction, promises to be a gamechanger in how we manage our money. Its convenience and data-driven insights empower users to make informed financial choices. While challenges may arise, this app aligns perfectly with the growing need for digital tools that simplify financial management. With thoughtful planning and an eye on user needs, it has the potential to redefine personal finance management, making it more accessible, efficient, and empowering for everyone.
[1] Suhailah Mohd Yusof, Sharifah Fateen Syuhada Syed Lokman, “Personal financial planner: A mobile application that implementing forward chaining technique for notification mechanism”, 2014 IEEE Symposium on Computer Applications and Industrial Electronics (ISCAIE), 07-08 April 2014. [2] Priyanka Bhatele, Divya Mahajan, Bhushan Mahajan, Divesh Mahajan, Nikhil Mahajan, Prasad Mahajan, “TrackEZ Expense Tracker”, IEEE 2023 4th International Conference for Emerging Technology (INCET), 26-28 May 2023. [3] Shahed Anzarus Sabab, Sadman Saumik Islam, Md. Jewel Rana, Monir Hossain, “eExpense: A Smart Approach to track Everyday Expense”, 2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT), 13-15 September 2018 [4] https://www.sktime.net/en/latest/api_reference/a uto_generated/sktime.forecasting.arima.ARIMA. html [5] https://scikit-learn.org/stable/modules/ generated/sklearn.ensemble.RandomForestClassi fier.html
Publication Date
5/18/2026
Peer Review Type
Double-Blind Peer Review
Review Rounds: 2
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Conflict of Interest
The authors declare no conflict of interest related to this research work.
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