A Method and System of Rural Tourism Recommendation Based on Season and Location Characteristics

Abstract

A rural tourism recommendation method and system based on season feature and location feature, the method includes: extracting user evaluation time based on historical user evaluation of each scenic spot, and extracting season feature based on the user evaluation time; obtaining longitude and latitude information of each scenic spot according to the name and location information of each scenic spot, and mapping the longitude and latitude information to the corresponding tag block, Constructing the geographical spatial location feature of each scenic spot; forming the feature vector according to the user evaluation time, season feature and geographical spatial location feature, and taking the user score record in the historical user evaluation as the label; based on the feature vector and the label, using the pre established factor decomposition machine algorithm model, estimating the user’s prediction score of each scenic spot, And a scenic spot recommendation strategy is generated based on the prediction score.