Cognitive Computational Approaches for Weather Forecasting: An Overview and Progress

Kaushlendra Yadav, Arvind Kumar Tiwari

2021

Abstract

From the beginning human always willing to predict the things accurately so that he can be ready for the consequences of things in advance. Prediction of weather is one of the few tasks that drastically affect human life. Weather forecasting is an effort to find out the expected weather conditions in advance [1]. In this paper, A Real-time weather forecasting and analysis has been done using the parameters temperature and humidity. Here correlation analysis is used as a key for prediction in an ARIMA (Auto-Regressive Integrated Moving Average) Model. In the past, we have seen old physical prediction models that were not much appropriate for the forecast due to the random nature of weather over a long period. In the current scenario, we see Techniques like Machine learning, IoT, ANN are more robust in prediction with more accurately and for a longer period. But these things are limited to machines, we want to make a more advancement by making machine think like a human So that natural intelligence of human can govern over the machine and we go for prediction in a much realistic way. We can determine new class of problems using Cognitive computing (CC). it deals with complex problems same way as human tackle the unknown problems [2]. The purpose of this paper is to analyze weather forecasting using different computing techniques and design a more efficient prediction model using cognitive computing.

Paper Citation

in Harvard Style

Yadav K. and Tiwari A. (2021). Cognitive Computational Approaches for Weather Forecasting: An Overview and Progress. In Proceedings of the 3rd International Conference on Advanced Computing and Software Engineering - Volume 1: ICACSE, ISBN 978-989-758-544-9, pages 140-146. DOI: 10.5220/0010564200003161

in Bibtex Style

@conference{icacse21,
author={Kaushlendra Yadav and Arvind Kumar Tiwari},
title={Cognitive Computational Approaches for Weather Forecasting: An Overview and Progress},
booktitle={Proceedings of the 3rd International Conference on Advanced Computing and Software Engineering - Volume 1: ICACSE,},
year={2021},
pages={140-146},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010564200003161},
isbn={978-989-758-544-9},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Conference on Advanced Computing and Software Engineering - Volume 1: ICACSE,
TI - Cognitive Computational Approaches for Weather Forecasting: An Overview and Progress
SN - 978-989-758-544-9
AU - Yadav K.
AU - Tiwari A.
PY - 2021
SP - 140
EP - 146
DO - 10.5220/0010564200003161