Predictive Analytics for Future Food Product Price Forecasting in Western Tamil Nadu

Vinoparkavi D., Mythily V., Thiviyaprakash E., Praveen N., Sehshan Surya G.

2025

Abstract

The very method in question, predictive analytics have become paramount if we consider concerns related to forecasting food product prices, that not only affects economic stability, but also resource planning. In this study, various machine learning techniques a that are suitable for forecasting food prices in Western Tamil Nadu have been investigated, as price volatility is influenced by both seasonal and economic factors. This study explores Random forest, LSTM networks, SVM, and hybrid models’ methodologies by comparing their accuracy, scalability, and adaptability. The findings underscore the strengths and weaknesses of each model, and guide further research for optimising forecasting approaches.

Paper Citation

in Harvard Style

D. V., V. M., E. T., N. P. and G. S. (2025). Predictive Analytics for Future Food Product Price Forecasting in Western Tamil Nadu. In Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25; ISBN 978-989-758-777-1, SciTePress, pages 262-267. DOI: 10.5220/0013881200004919

in Bibtex Style

@conference{icrdicct`2525,
author={Vinoparkavi D. and Mythily V. and Thiviyaprakash E. and Praveen N. and Sehshan G.},
title={Predictive Analytics for Future Food Product Price Forecasting in Western Tamil Nadu},
booktitle={Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25},
year={2025},
pages={262-267},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013881200004919},
isbn={978-989-758-777-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25
TI - Predictive Analytics for Future Food Product Price Forecasting in Western Tamil Nadu
SN - 978-989-758-777-1
AU - D. V.
AU - V. M.
AU - E. T.
AU - N. P.
AU - G. S.
PY - 2025
SP - 262
EP - 267
DO - 10.5220/0013881200004919
PB - SciTePress