Journal of Cognitive Human-Computer Interaction JCHCI 2771-1463 2771-1471 10.54216/JCHCI https://www.americaspg.com/journals/show/1777 2021 2021 Department of Information Technology, Panimalar Institute of Technology, Chennai R. Jeena UG Scholar, Department of Information Technology, Panimalar Institute of Technology, Chennai Kruthika. .. UG Scholar, Department of Information Technology, Panimalar Institute of Technology, Chennai Princy. A. UG Scholar, Department of Information Technology, Panimalar Institute of Technology, Chennai Tanya. A. Earthquake is one of the most threatening natural disasters which is caused due to the shaking of the earth’s surface. Common cause of earthquake is due to ground shaking, underground volcanic eruption. Here, XGBoost Algorithm is used to predict the location of the earthquake. In this paper, a earthquake location prediction method is proposed, which is based on the composition of a known system whose behaviour is administered according to the evaluation of more than two decades of seismic events and is designed as a time series using Machine learning. By analyzing the parameters such as Latitude, Magnitude, Depth, Longitude, Depth error, Gap, Time etc. 2023 2023 42 45 10.54216/JCHCI.050104 https://www.americaspg.com/articleinfo/25/show/1777