UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 9 Issue 5
May-2022
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2205680


Registration ID:
402614

Page Number

f648-f656

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Title

Air Quality Prediction Using Machine Learning And Cloud.

Abstract

As humans are greatly dependent on air for its livelihood, the quality which it inhales is also become a point of discussion. Today due to rapid urbanization the quality of air to inhale has become quite hazardous for human intake. Due to bad air for inhaling it gives rise to lot of respiratory diseases and many die each year due to it. The urbanization cannot be stopped but there has to be alert mechanism for the human beings where a person can be alerted about hazardous air pollution around him. If the pollution levels are high a person can avoid going to such as place and take an alternative route of travel or avoid a place to visit. Thus, to solve the problem of air pollution we thought of designing a project with a combination of latest technologies such as machine learning, cloud computing and mobile computing together. We will try to study various studies published by other authors and find a amicable solution to the problem. So to achieve our target of air pollution prediction we will first collect air quality data and weather conditions influencing them. After collection of data for a specific place we will create a training dataset which will be used to train machine learning algorithm LightGBM based regression which will predict outcome of the training data passed to it. We will create a mechanism using Android mobile app which will be used by a person who needs to get prediction of air quality around him for a specific place. The request and the response to the request in form of air quality prediction will be handled by using Google Cloud Platform based Google Sheets as cloud database and create a interaction between our system and the user at real time.

Key Words

Machine learning , Cloud Computing , Mobile Computing , Light GBM, ARIMA

Cite This Article

"Air Quality Prediction Using Machine Learning And Cloud.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 5, page no.f648-f656, May-2022, Available :http://www.jetir.org/papers/JETIR2205680.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Air Quality Prediction Using Machine Learning And Cloud.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 5, page no. ppf648-f656, May-2022, Available at : http://www.jetir.org/papers/JETIR2205680.pdf

Publication Details

Published Paper ID: JETIR2205680
Registration ID: 402614
Published In: Volume 9 | Issue 5 | Year May-2022
DOI (Digital Object Identifier):
Page No: f648-f656
Country: Kopargaon, Dist. Ahmadnagar, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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