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In order to predict the values of passengers movement indexes which enjoy seasonal changes, this research uses Holt Winters Markov chain model, which is a combination of Markov chain and Holt Winters models. In this regard, Data on the number of moved passengers and the number of made trips indexes are analyzed in Bushehr Province during the seasons of 1387 to 1391. First, Data on the each indexes of the studied intervals divided into two parts, then the second part data were predicted usingdoi:10.22054/jims.2016.3908 doaj:d945bd596b4740b390a55b96b0e10911 fatcat:i2u7yawvqnas5asgdo6ina65xm