SHS Web of Conferences 225, 01010 (2025) Research on the applicability of time series models for bitcoin price prediction: Taking ARIMA and LSTM as examples * XJTU-Polimi Joint School, Xi’an Jiaotong University, 710049 Xi’an, China * Corresponding author: 2786815346@stu.xjtu.edu.cn Abstract This paper takes the prediction of Bitcoin price as the research goal and comparatively analyzes the applicability of two types of time series models, autoregressive integrated moving average model (ARIMA)...